text:
|Publication number
|Publication type
|Application number
|Publication date
|Sep 2, 2008
|Filing date
|Nov 22, 2004
|Priority date
|Nov 22, 2004
|Fee status
|Also published as
|Publication number
|Jonathan Brandt
|Original Assignee
|Adobe Systems Incorporated
|Export Citation
|BiBTeX, EndNote, RefMan
|Patent Citations (13), Non-Patent Citations (6), Referenced by (26), Classifications (9), Legal Events (4)
|External Links: USPTO, USPTO Assignment, Espacenet
The present invention relates to machine learning and more specifically to training a machine to classify images according to whether or not they correspond to an object of interest. A good example of an object of interest is a person's face. The images can be entire images or sub-regions of larger images.
One training technique involves obtaining a set of positive images that correspond to the object of interest and a set of negative images that do not correspond to the object of interest, and training the machine to distinguish between the two sets of images. This training technique is referred to as "supervised learning".
One approach to performing supervised learning is known as "boosting." Boosting is based on the principle of the committee machine. That principle states that the results of multiple, independently trained classifiers can be combined to obtain an aggregate classifier with an overall error rate that is lower than that of any of the individual classifiers.
Boosting is an iterative training process. During each iteration, an individual classifier is trained and the trained classifier is added to the aggregate classifier. The training process ends when a pre-defined stopping condition is reached. For example, the stopping condition can be a target accuracy level for the aggregate classifier or a maximum time interval for the training process.
Boosting is a well-known technique. The boosting technique was presented at the Mathematical Sciences Research Institute Workshop on Nonlinear Estimation and Classification in 2002 and is also described in the paper, "The boosting approach to machine learning: an overview", by Robert Shapire and published at: http://www.cs.princeton.edu/˜schapire/publist.html. The contents of this paper are incorporated herein by reference.
A common form of boosting is known as Adaboost. The Adaboost technique was developed by Yoav Freund and Robert Shapire and is described in the paper, "A decision-theoretic generalization of on-line learning and an application to boosting", Journal of Computer and System Sciences, Volume 55(1), pages 119-139, August 1997. The contents of this paper are incorporated herein by reference.
The Adaboost algorithm has been applied successfully to a number of machine learning problems. In particular, it has been applied to image classification, as described in the paper, "Robust Real-Time Object Detection", by Paul Viola and Michael J. Jones International Conference on Computer Vision, presented at IEEE Computer Society's 2001 International Conference on Computer Vision, and also published at: http://www.hpl.hp.com/techreports/Compaq-DEC/CRL-2001-1.html. The application of Adaboost to image classification is also described in the paper, "Rapid Object Detection using a Boosted Cascade of Simple Features", presented at IEEE Computer Society's 2001 Computer Vision and Pattern Recognition Conference. The contents of both of these papers are incorporated herein by reference.
Other forms of boosting exist, for example, bagging, arcing and leveraging. These techniques are described further in the paper "An Introduction to Boosting and Leveraging", by Ron Meir and Gunnar Raetsch and published at: http://www.boosting.org/papers/MeiRae03.pdf, and also published in Lecture Notes In Artificial Intelligence, Advanced Lectures On Machine Learning Archive, pages 118-183, 2003. The contents of this paper are incorporated herein by reference.
A classifier that is trained using boosting is typically very fast at classifying images. However, the training process is extremely slow, thereby limiting the applicability of boosting as a technique for training classifiers.
The invention provides systems, methods, and computer program products implementing techniques for training a classifier. In one aspect, the techniques include receiving a training set that includes images that correspond to an object of interest (positive images) and images that do not correspond to an object of interest (negative images), receiving a restricted set of linear operators, and using a boosting process to train a classifier to discriminate between the positive and negative images in the training set. The classifier is an aggregate of multiple individual classifiers. The boosting process is an iterative process. The iterations include a first iteration where an individual classifier in the aggregate is trained by (1) testing some, but not all linear operators in the restricted set against a weighted version of the training set, (2) selecting for use by the individual classifier the linear operator with the lowest error rate (error-minimizing operator), and (3) generating a re-weighted version of the training set that is weighted such that images that were misclassified by the error-minimizing operator are weighted more than images that were classified correctly by the error-minimizing operator. The iterations also include subsequent iterations during which another individual classifier in the aggregate is trained by repeating steps (1), (2), and (3), but using in step (1) the re-weighted version of the training set generated during a previous iteration.
The invention can be implemented to include one or more of the following features:
The restricted set of operators includes only rectangle-type operators, a rectangle-type operator being a linear operator that computes a difference among two or more rectangular regions of an image.
The restricted set of operators includes one or more of the following types of linear operators: wavelet families, Gabor filters, Laplacian of Gaussian masks, edge and corner detectors.
Testing some, but not all of the operators includes computing a relevance estimate for each operator in the restricted set of operators, the relevance estimate being an estimate of how accurately the operator can discriminate between the positive images and the negative images in the training set, ranking the operators according to their relevance estimate, and testing only the operators above a threshold ranking.
Computing the relevance estimate for each operator includes computing mean and standard deviation statistics for positive and negative images in the training set, computing a separation vector for the training set using the mean and standard deviation statistics, and computing the relevance estimate for the operator using the separation vector.
The separation vector represents the pixel-wise separability between the positive images and negative images in the training set.
The separation vector is a vector of separation values computed according to the following mathematical formula: s(k)=(mP (k)−mN (k))/max(σP (k),σN (k),
s is the separation vector,
s(k) is the separation value for a given pixel k,
mP (k),mN (k) is the mean for a given pixel k for the positive images P and the negative images N, respectively, in the training set, and
σP (k),σN (k) is the standard deviation for a given pixel k for the positive images P and the negative images N, respectively, in the training set.
Computing the relevance estimate for the operator using the separation vector includes multiplying the operator against separation vector.
The iterations further include at least one iteration where a classifier in the aggregate is trained by testing all the operators in the restricted set of operators.
The object of interest is a face or portion thereof.
The invention can be implemented to realize one or more of the following advantages:
The time required to train a classifier using the boosting process is reduced. Training that typically takes several weeks can be completed in less than a day. This increases the applicability of boosting as a method for training classifiers. This also increases the scope and accuracy of the boosting technique because it allows for use of a larger training set and operator set during training.
The details of one or more implementations of the invention are set forth in the accompanying drawings and the description below. Other features and advantages of the invention will become apparent from the description, the drawings, and the claims.
Like reference symbols in the various drawings indicate like elements.
The outputs from the individual classifiers are combined to produce the final output 150 for the aggregate classifier. In the example shown in
The individual classifiers 110 are trained using an iterative boosting technique 200 illustrated in
During each iteration, the individual classifier being trained selects a linear operator from a restricted set of linear operators. One type of linear operator, illustrated in
In one implementation, the restricted set of linear operators is composed entirely of rectangle-type operators. In an alternative implementation, the restricted set of linear operators includes other types of linear operators besides rectangle-type operators. Other types of linear operators include wavelet families, Gabor filters, Laplacian of Gaussian masks and edge and corner detectors.
The individual classifier selects the linear operator (and threshold value for use with the linear operator) that produces the most accurate partition 210 (
The training set is then reweighted such that the images 220, that the current classifier misclassified, are boosted 230 in importance. The effect of this boosting, or reweighting is to focus the learning on the difficult-to-classify cases.
The weighted training set is then used in a subsequent iteration 240 to train another classifier. At the end of the subsequent iteration, the training set is again reweighted 250 and the reweighted training set is used in the next subsequent iteration 260.
Because the weighting of the training set changes for each iteration, the error-minimizing operator will be different for each iteration. The following paragraphs describe how to compute the error-minimizing operator.
Conventionally, in the prior art, the error-minimizing operator is computed by testing each operator in the restricted operator set against the entire training set. The conventional approach can be very slow because typically the restricted operator set is very large, for example, more than 100,000 operators, and the training set is also very large, typically 10,000 to 20,000 images.
As illustrated by method 300 of
The operators are then ranked according to their estimated relevance (step 320) and only the operators above a threshold ranking are tested (step 330). As will be described further below, the threshold can be varied.
Operator Relevance Estimation
As shown in
The mean and standard deviation statistics can be computed as follows:
Assume the training set T={x1, x2, . . . , xm} is partitioned into two disjoint subsets TP and TN, respectively consisting of the positive and negative images. Each image xi is a vector [xi (1), xi (2), . . . , xi (n)] of pixels and has an associated weight wi.
for Zε{P,N} the weighted positive and negative image means, and let
be the pixel-wise weighted positive and negative standard deviations.
Using the computed standard deviation and mean statistics, one can compute a separation vector that represents the pixel-wise separability between the positive images and the negative images in the training set. The separation vector makes the simplifying assumption that the pixels of images in the training set are independent from one another. The separation vector can be computed as follows:
s (k)=(m P (k) −m N (k))/max(σP (k),σN (k))
The separation value for a given pixel is negative if the positive images are generally darker at the given pixel than the negative images. The separation value is positive for a given pixel if the reverse is true. The separation value, s(k), is a rating of the relevance of the pixel k with respect to the problem of discriminating the positive images from the negative images in the training set. For instance, if a given pixel k is statistically uncorrelated with either the positive or negative examples, then the pixel's positive mean value (mP (k)) will be equal to its negative mean value (mN (k)) and the separation value for the given pixel will be zero. If the pixel's positive mean value and negative mean value are not equal, then the given pixel is correlated in some way with the positive and negative images and consequently the pixel can potentially contribute to discriminating between the positive images and the negative images. In the case of linear operators, the degree of the pixel's potential contribution is directly proportional to the difference between the pixel's positive and negative mean values, and is inversely proportional to the pixel's positive and negative standard deviation values (σP (k),σN (k)). Intuitively, a pixel with a larger standard deviation is less relevant to discrimination because its value is less consistent within the positive and negative image subsets.
Using the separation vector, the relevance estimate for each operator in the restricted operator set can be computed as follows:
νj =|f j T s|.
where νj is the relevance estimate of an operator fj. In essence, this computation compares the operator against the separability values of the separation vector and returns a relevance estimate that represents how correlated the operator is with the separation vector. Operators that are more correlated are more likely to be effective at discriminating the positive images from the negative images in the training set.
In summary, during each iteration of the training, the training set statistics mZ and σZ are evaluated based on the current training weights. The separation vector is computed from those statistics and the relevance estimate for each operator in the restricted operator set is computed. The relevance estimate is then used to select the top k-th percentile operators, and these selected operators are then tested to identify the error-minimizing operator from among the selected operators.
Since the testing step dominates the computational time required to perform the boosting process, the optimization achieved by only testing the top k-th percentile operators results in a speed-up of approximately 100/k.
Therefore, the choice of an appropriate value for k becomes important. Smaller k results in greater speed-up but also greater risk of inaccuracy. The reason for the greater risk of inaccuracy is that the relevance estimate used to rank the operators is merely an estimate. Thus, the global error-minimizing operator within the entire restricted operator set may not necessarily be ranked within the top k-th percentile.
However, boosting does not require that a global error-minimizing operator be selected. Instead, boosting merely requires selection of an operator that has less than a 50% error rate. Nevertheless, the lower the error rate of the selected operator, the more efficient the resulting classifier will be. Therefore, the choice of value for k results in a tradeoff between learning speed and classifier efficiency. In practice, k=5 is a good tradeoff between speed and efficiency.
In one implementation, the accelerated boosting technique described above can be used in conjunction with conventional boosting techniques. For example, the accelerated technique can be used for most iterations of the training. But for some iterations, (for example, for every tenth iteration), the conventional technique can be used instead. The combined approach enables the boosting algorithm to dynamically adjust the value of k in order to assure a bounded difference between the error within the restricted set and the error over the entire set. For example, suppose that on every 10th iteration, both error values are obtained. If the difference between the two errors exceeds a maximum threshold, then the value of k can be increased. Conversely, if the error is less than a minimum threshold, then the value of k can be decreased. The combined approach is much faster than the conventional approach to boosting and although the combined approach is slower than the accelerated approach in most cases, the combined approach assures an upper bound on the suboptimality of the selected operator. Also, in some cases, the combined approach allows the boosting algorithm to run faster than the accelerated approach by dynamically lowering the k value when warranted.
The above-described boosting techniques can be used to train classifiers for a variety of different applications, including but not limited to classifying textual or graphical data, for example in the fields of data mining or image recognition, and classifying audio data, for example in the fields of telecommunications.
The invention and all of the functional operations described in this specification can be implemented in digital electronic circuitry, or in computer software, firmware, or hardware, including the structural means disclosed in this specification and structural equivalents thereof, or in combinations of them. For example, the invention can be implemented in embedded systems (e.g., a camera, cell phone, onboard computers, robots) and also in a GPU (graphics processing unit).
The invention can be implemented as one or more computer program products, i.e., one or more computer programs tangibly embodied in an information carrier, e.g.; in a machine readable storage device or in a propagated signal, for execution by, or to control the operation of, data processing apparatus, e.g., a programmable processor, a computer, or multiple computers. A computer program (also known as a program, software, software application, or code) can be written in any form of programming language, including compiled or interpreted languages, and it can be deployed in any form, including as a stand alone program or as a module, component, subroutine, or other unit suitable for use in a computing environment. A computer program does not necessarily correspond to a file. A program can be stored in a portion of a file that holds other programs or data, in a single file dedicated to the program in question, or in multiple coordinated files (e.g., files that store one or more modules, sub programs, or portions of code). A computer program can be deployed to be executed on one computer or on multiple computers at one site or distributed across multiple sites and interconnected by a communication network.
The processes and logic flows described in this specification, including the method steps of the invention, can be performed by one or more programmable processors executing one or more computer programs to perform functions of the invention by operating on input data and generating output. The processes and logic flows can also be performed by, and apparatus of the invention can be implemented as, special purpose logic circuitry, e.g., an FPGA (field programmable gate array) or an ASIC (application specific integrated circuit).
Processors suitable for the execution of a computer program include, by way of example, both general and special purpose microprocessors, and any one or more processors of any kind of digital computer. Generally, a processor will receive instructions and data from a read only memory or a random access memory or both. The essential elements of a computer are a processor for executing instructions and one or more memory devices for storing instructions and data. Generally, a computer will also include, or be operatively coupled to receive data from or transfer data to, or both, one or more mass storage devices for storing data, e.g., magnetic, magneto optical disks, or optical disks. Information carriers suitable for embodying computer program instructions and data include all forms of non volatile memory, including by way of example semiconductor memory devices, e.g., EPROM, EEPROM, and flash memory devices; magnetic disks, e.g., internal hard disks or removable disks; magneto optical disks; and CD ROM and DVD-ROM disks. The processor and the memory can be supplemented by, or incorporated in, special purpose logic circuitry.
To provide for interaction with a user, the invention can be implemented on a computer having a display device, e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor, for displaying information to the user and a keyboard and a pointing device, e.g., a mouse or a trackball, by which the user can provide input to the computer. Other kinds of devices can be used to provide for interaction with a user as well; for example, feedback provided to the user can be any form of sensory feedback, e.g., visual feedback, auditory feedback, or tactile feedback; and input from the user can be received in any form, including acoustic, speech, or tactile input.
The invention has been described in terms of particular implementations. Other implementations are within the scope of the following claims. For example, the steps of the invention can be performed in a different order and still achieve desirable results.
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|Mitsubishi Electric Research Labs, Inc.
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|National Chiao Tung University
|Object-detection method multi-class Bhattacharyya Boost algorithm used therein
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|Apr 8, 2004
|Henry Schneiderman
|Object finder for two-dimensional images, and system for determining a set of sub-classifiers composing an object finder
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|Sep 23, 2004
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|Detector tree of boosted classifiers for real-time object detection and tracking
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|Weak hypothesis generation apparatus and method, learning apparatus and method, detection apparatus and method, facial expression learning apparatus and method, facial expression recognition apparatus and method, and robot apparatus
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|Microsoft Corporation
|Method for boosting the performance of machine-learning classifiers
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|Jul 6, 2006
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|Method and system for learning-based quality assessment of images
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|Rob Schapire, "The Boosting Approach to Machine Learning," Princeton University, www.cs.princeton.edu/~schapire , 32 pages, 2002.
|Ron Meir et al., "An Introduction to Boosting and Leveraging," Dept. of Electrical Engineering, Technion, Haifa 3200, Israel, Research School of Information Sciences & Engineering, http://www-ee.technion.ac.il/~rmeir, (66 pages), 2003.
|Yang, Ming-Hsuan, et al., "Detecting Faces in Images: A Survey, " IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, No. 1, Jan. 2002, 25 pages.
|Yoav Freund et al., "A Decision-TheoreticGeneralization of On-Line Learning and an Application to Boosting," Journal of Computer and System Sciences, 55:119-139, (1997),Article No. SS971504.
|Citing Patent
|Filing date
|Publication date
|Dec 15, 2009
|Adobe Systems Incorporated
|Detecting objects in images using a soft cascade
|Dec 29, 2009
|Adobe Systems Incorporated
|Accelerating the boosting approach to training classifiers
|Sep 12, 2006
|Jun 1, 2010
|Boston Scientific Scimed, Inc.
|Systems and methods for producing classifiers with individuality
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|Nov 2, 2010
|Google Inc.
|Graph based sampling
|Sep 6, 2011
|Samsung Electronics Co., Ltd.
|System and method for object detection and classification with multiple threshold adaptive boosting
|Jan 8, 2013
|Adobe Systems Incorporated
|Training an attentional cascade
|Apr 30, 2010
|Jan 7, 2014
|American Teleconferencing Services, Ltd.
|Transferring a conference session between client devices
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|Conferencing system with graphical interface for participant survey
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|Record and playback in a conference
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|Sharing social networking content in a conference user interface
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|Mar 13, 2008
|Shashidhar Sathyanarayana
|Systems And Methods For Producing Classifiers With Individuality
|Sep 27, 2006
|May 29, 2008
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|Method of developing a classifier using adaboost-over-genetic programming
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|Samsung Electronics Co., Ltd.
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|Portion of a display screen with a user interface
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|American Teleconferencing Services, Ltd.
|Animated graphical user interface for a portion of a display screen
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|American Teleconferencing Services, Ltd.
|Portion of a display screen with a user interface
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|American Teleconferencing Services, Ltd.
|Portion of a display screen with a user interface
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|American Teleconferencing Services, Ltd.
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|Display screen portion with an animated image
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|Display screen portion with an animated image
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|U.S. Classification
|382/159, 382/156, 382/170, 382/224, 706/6, 706/20
|International Classification
|Cooperative Classification
|European Classification
|Nov 22, 2004
Owner name: ADOBE SYSTEMS INCORPORATED, CALIFORNIA
Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:BRANDT, JONATHAN;REEL/FRAME:016029/0240
Effective date: 20041118
|May 5, 2009
|Certificate of correction
|Feb 1, 2012
|Fee payment
Year of fee payment: 4
|Feb 17, 2016
|Fee payment
Year of fee payment: 8


text:
nVidia GeForce FX 5900 Ultra - Fourth Time Lucky
Test System
Processor: Intel Pentium 4 3.0GHz (800MHz FSB) (Supplied by Spectrum Communications)
Memory: 2x 256MB DDR-400 Kingmax (Supplied by Kingmax Australia)
Hard Disk: Western Digital WD80 7200RPM (Supplied by Techbuy)
Motherboard: 8KNXP Pro Canterwood (Supplied by Gigabyte)
Operating System Used: Windows XP Pro
Drivers Used: Detonator FX
Software Used: 3DMark03, Vulpine GLMark 1.1, Quake 3 Arena, Star Trek Voyager, Jedi Knight II, Comanche 4, Aquanox, UT 2003.
Synthetic 3D
3DMark03 Build 330
3DMark03 is the latest instalment in the popular 3DMark series. By combining DirectX 9 support with completely new graphics (including the GeForce FX and ATI Radeon 9800), it continues to provide benchmark results that empower you to make informed hardware assessments.
3DMark03 shows a marked improvement over the Radeon and the 5600 series. This shows so far what can be done if it's done right.
Vulpine GLMark 1.1p
Vulpine GL mark is a Windows based OpenGL API designed to stress the OpenGL systems of a 3D Accelerator. Patch 1.1p adds in support for ATI Radeon 9800's fast 256bit memory interface optimisations and early support for the nVidia Geforce FX.
The new FX 5900 is starting to show how the new engines onboard can give it the lead in the synthetics.
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text:
Ladies Program & Registration
Day by Day Activity Schedule
Greeley's Place Contest
Clinic Schedule
Photo right - Structure featured in Ken Zieska's
Make-and-Take clinic.
Refer to the Clinic Schedule and Greeley's Place
Contest for details.
|July 30, 2016 ... "Packet Stuffing" at Dave Campbell's home (layout above). Please plan to attend, Saturday, 1:00 PM, and help fill the convention hand-out packets. Packets were donated by River Raisin Models & S Scale America.
|June 12,2016 ... Gaylord Gill hosted the June meeting of the SMSG. Attendees were invited to take a trip on the Buffalo & Chautauqua Railroad. Click Here to see more photos of Gaylord's railroad.
About Us...
In 1978 a small group of guys interested in 3/16 model railroading initiated the Southeastern Michigan S Gaugers. The club was made up of modelers from the metro Detroit area, focused on S gauge model railroading, both in scale and American Flyer. Today, our membership includes modelers, collectors (AF, hi-rail and scale), manufacturers and distributors. In recent years the membership has ranged from 40 to 45 members, coming from as far away as Western Michigan, Northern Ohio and Ontario, Canada.
Many of us trace our railroad interest back to the toy trains of the 1950s and 60s, building tinplate layouts from famous names like American Flyer, Marx and Lionel.
We don't limit ourselves to any one facet of the hobby. Members build home layouts in scale, standard and narrow gauge, Hi Rail and American Flyer Tinplate. As a club, we've built several modules, based on the S-Mod Standards, and display them at local railroad events.
Our club donated and maintains a small display layout at the Steam Institute in Owosso, Michigan. SMSG members have also constructed a large display layout and purchased a trailer to store and transport the sections to local train shows and conventions.


text:
Don't Think Twice
Mike Birbiglia's beautiful, sneakily profound comedy shows a world where "Yes, and ... " is the default.
Mike Birbiglia's beautiful, sneakily profound comedy shows a world where "Yes, and ... " is the default.
The Star Wars-ification of Star Trek continues; better than the others, but still not good enough.
"The Ballad of Narayama" is a Japanese film of great beauty and elegant artifice, telling a story of startling cruelty. What a space it opens…
Patrice Leconte's "Monsieur Hire" is a tragedy about loneliness and erotomania, told about two solitary people who have nothing else in common. It involves a…
Ken Loach's "I, Daniel Blake" wins the Palme d'Or at the 69th Cannes Film Festival.
Barbara Scharres on the cats of Cannes 2016.
"It's a madhouse!"
Wednesday, July 18, is the 20th anniversary of our marriage. How can I begin to tell you about Chaz? She fills my horizon, she is…
Writers at RogerEbert.com pick their favorite movies featuring star-crossed lovers.
Writers at RogerEbert.com pick their favorite movies featuring aliens and UFOs.
A look at one of the most important and valuable Blu-ray releases of the year, which brings to light important aspects of black and cinema…
An interview with Kathleen Reinmuth and Cathy Rock, the subjects of "Inquiring Nuns."
It's not death itself that's so bad. It's what you might have to go through to get there. No horror film I've seen inflicts more terrible things on its victims than "The Human Centipede." You would have to be very brave to choose this ordeal over simply being murdered. Maybe you'd need to also be insane.
I'm about to describe what happens to the film's victims. This will be a spoiler. I don't care, because (1) the details are common knowledge in horror film circles, and (2) if you don't know, you may be grateful to be warned. This is a movie I don't think I should be coy about.
OK. Dr. Heiter is a mad scientist. He was once a respected surgeon, but has now retreated to his luxurious home in the German forest, which contains an operating room in the basement. His skin has a sickly pallor, his hair is dyed black, his speech reminds us of a standard Nazi, and he gnashes his teeth. He is filled with hatred and vile perversion.
He drugs his victims and dumps them into his Mercedes. When they regain consciousness, they find themselves tied to hospital beds. He provides them with a little slide show to brief them on his plans. He will demonstrate his skills as a surgeon by — hey, listen, now you'd really better stop reading. What's coming next isn't so much a review as a public service announcement.
Heiter plans to surgically join his victims by sewing together their mouths and anuses, all in a row, so the food goes in at the front and comes out at the rear. They will move on their hands and knees like an insect. You don't want to be part of the Human Centipede at all, but you most certainly don't want to be in the middle. Why does he want to commit this atrocity? He is insane, as I've already explained.
He also wants to do it because he is in a movie by Tom Six, a Dutch director whose previous two films average 4 out of 10 on the IMDb.com scale, which is a score so low very few directors attain it. Six has now made a film deliberately intended to inspire incredulity, nausea and hopefully outrage. It's being booked as a midnight movie, and is it ever. Boozy fanboys will treat it like a thrill ride.
And yet within Six, there stirs the soul of a dark artist. He treats his material with utter seriousness; there's none of the jokey undertone of a classic Hammer horror film like "Scream … and Scream Again" (1970), in which every time the victim awoke, another limb had been amputated. That one starred the all-star trio of Vincent Price, Christopher Lee and Peter Cushing, and you could see they were having fun. Dieter Laser, who plays Dr. Heiter, takes the role with relentless sincerity. This is his 63rd acting role, but, poor guy, is seemingly the one he was born to play.
Tom Six is apparently the director's real name. I learn his favorite actor is Klaus Kinski, he is an AK-47 enthusiast, and wears RAF sunglasses and Panama hats. Not the kind of guy you want to share your seat on a Ferris wheel. He has said, "I get a rash from too much political correctness." I promise you that after this movie, his skin was smooth as a Gerber baby's.
I have long attempted to take a generic approach. In other words, is a film true to its genre and does it deliver what its audiences presumably expect? "The Human Centipede" scores high on this scale. It is depraved and disgusting enough to satisfy the most demanding midnight movie fan. And it's not simply an exploitation film.
The director makes, for example, effective use of the antiseptic interior of Heiter's labyrinthine home. Doors and corridors lead nowhere and anywhere. In a scene where the police come calling, Six wisely has Heiter almost encourage their suspicions. And there is a scene toward the end, as the Human Centipede attempts escape, that's so piteous, it transcends horror and approaches tragedy.
The members of the Centipede are Ashley C. Williams, Ashlynn Yennie and Akihiro Kitamura. The Japanese actor screams in subtitled Japanese, perhaps because he will broaden the film's appeal among Asian horror fans. In the film's last half, the two actresses don't scream at all, if you follow me.
I am required to award stars to movies I review. This time, I refuse to do it. The star rating system is unsuited to this film. Is the movie good? Is it bad? Does it matter? It is what it is and occupies a world where the stars don't shine.
This movie is trying to kill these women, but they endure.
A Blu-ray review of "Batman v Superman: Dawn of Justice (Ultimate Edition)," arriving July 19.
A compilation of reviews defending the new "Ghostbusters" film.
In light of this week's "Star Trek Beyond," our writer looks back at the last cinematic journey of the original crew.


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Trenched shots show Double Fine's next
Microsoft publishing for XBLA release. Published Thursday, 3 March 2011
Comments (7)
Pokémon Go guide, best tips and tricks Best ways to catch and level up Pokémon out in the real world.
How to get XP fast in Pokémon Go Earn a whopping 60,000 XP in 30 minutes.
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A ship carrying liquefied natural gas (LNG) from the United States became the first LNG carrier to pass through the enlarged Panama Canal on Monday.
U.S. Customs and Border Protection has created a dedicated team to monitor violations of coastwise shipping rules as supporters tout the Jones Act's homeland security benefits.
Major freight railroads in the United States employed 152,426 workers as of the middle of June 2016, down 0.2 percent from the previous month and 11.55 percent year-over-year, according to data from the Surface Transportation Board.
Registration takes less than 1 minute.
Logistics costs for U.S. businesses rose 2.6 percent in 2015, while the largest component of logistics costs, transportation, grew only 1.3 percent during the year, according to a report from the Council of Supply Chain Management Professionals.
Some logistics providers remain skeptical about how well it will work for ports to weigh containers and transmit the data to carriers on behalf of shippers.
REZ-1, Inc., a provider of asset management, equipment reservation, billing and reload services to the domestic intermodal industry, has agreed to purchase cloud-based logistics and transportation management solutions provider International Asset Systems.


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700 Club Interactive - Love Never Gives Up - March 14, 2016
PTSD, Infidelity & Separation- How a Doomed Marriage was saved.
1723 results for '700ClubInteractiveEpisodes'. Showing results 91 - 108
PTSD, Infidelity & Separation- How a Doomed Marriage was saved.
Gospel recording artist Richard Smallwood shares his struggle with clinical depression.
An innocent man is sentenced to spend years behind bars…see how he regains his freedom.
The communist nation of China is experiencing a revival inside an unlikely place.
What was Jesus like as a child? Cyrus Nowrasteh's movie The Young Messiah tells the story of a...
Take a look into the lives of active duty military, their families and veterans to see what they have...
Pastor Caleb Kaltenbach, raised by gay parents, shares how to learn to love others without sacrificing your convictions.
Learn the history behind the Palestinian refugees in Israel.
Take a look at the Jewish claims to the West Bank, including the biblical promise to Abraham. Plus, T.C....
A look at the Palestinian claims to the West Bank and Jerusalem, including ancestry, religion, and the "right of return."
Twin girls attend Tim Tebow's "Night to Shine", an unforgettable prom experience for people with special needs.
A young boy fights for life after being found face down in an open well.
"Wild at Heart" author John Eldredge explains the simple way we can "move mountains".
The survivors and families of the victims from the Charleston Church shootings have a surprising message for the killer.
The world's "Most Famous Nanny," Jo Frost takes her parenting techniques across the country and rescues families in need.
A kayaker has to find a way to survive after falling into icy waters more than a mile from shore.
Actor Joseph Fiennes takes us inside the new movie "Risen."
Refugees are fleeing the Middle East and getting aid from an unlikely source.


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"Our father was the only one who earned in our family. We live in a rented apartment, our grandparents need regular medication, and all of us are still in school. We have no idea how we are going to support the family," said 17-year-old Phinjum, Kaji's second daughter.
Dali, 28, lost her husband Pen Tenji, 27, in the avalanche. His body is yet to be recovered.
She has a 4-year-old son and 2-year-old daughter and no other source of income to support them.
Friday's avalanche was triggered when a massive piece of glacier sheared away from the mountain along a section of constantly shifting ice and crevasses known as the Khumbu Icefall — a treacherous area where overhanging ice can be the size of office buildings.
The disaster has reignited a debate over the disproportionate risks the Sherpas take on Everest, where most climbers are well-heeled amateurs with little or no experience at high altitudes. That means Sherpas are needed to create miles (kilometers) of lines of fixed ropes, carve steps in the ice and snow and carry nearly all the equipment. At times, they are also "short-roped" directly to weak climbers to help them get up the mountain.
Because of their additional work, many have to pass through the Khumbu Icefall dozens of times, each time exposing themselves to the treacherous conditions there.
Nepal's government appeared to agree Tuesday to some of the Sherpas' demands, such as setting up a relief fund for those who are killed or injured in climbing accidents, but the proposed funding fell far short of the demands.
The government said it would stock the fund annually with 5 percent of its earnings from Everest climbing fees — well below the 30 percent the Sherpas are demanding. Nepal earns about $3.5 million annually in Everest climbing fees.
The insurance payout for those killed in the avalanche, which now stands at $10,400, will also be increased to $15,620, or 2 million rupees, the Ministry of Tourism said — far less than the Sherpas' demand for $20,800.
Nearly 30 climbers have died on the Icefall since 1963, most killed in avalanches or when they were crushed by huge chunks of ice.
More than 4,000 climbers have reached the top of the world's highest mountain since 1953, when it was first conquered by New Zealander Edmund Hillary and Sherpa Tenzing Norgay. Hundreds of people have died trying.
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Arizona Cardinals
Beanie Wells activated from IR/Designated to return
Arizona Cardinals running back Beanie Wells, who has been sidelined since suffering a turf toe injury in a Week 3 win over Philadelphia, was activated Wednesday from the injured reserve/designated to return list.
To make room for Wells on the roster, the Cardinals released linebacker Jamaal Westerman.
Wells had just 76 yards on 29 carries this season before suffering the injury.
The fourth-year pro returns to the field in time to face the St. Louis Rams, the same team he set the Cardinals' franchise single-game rushing record against last season. Wells had 228 yards on 27 carries in Arizona's 23-20 win at the Edward Jones Dome last November 27.
Most Popular
Cardinals Audio
Josh Weinfuss - ESPN NFL Nation Cardinals' reporter
Monday July 25
Josh Weinfuss discusses if Darnell Dockett is headed toward the Cardinals' Ring of Honor and preview
Monday July 25
See who won the "Golden Arches" award, the "Legacy" award and more.
The Rundown - Detroit Lions
Monday July 25
Off the Edge previews the Detroit Lions. #OTERundown
The Rundown - Pittsburgh Steelers
Monday July 25
Off the Edge previews the Pittsburgh Steelers. #OTERundown
Darnell Dockett - Cardinals Retiree
Monday July 25
Dock and B-Train reminisce about the good ol' days plus talk retirement and Denny Green


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I really miss a nice way of re-ordering my posts and pages easily. In the admin panel where the posts are listed, I would like the post-titles to be dragable just like the fields when you edit posts. That would really be something!
Perhaps someone wrote a sweet plugin I just can't find? I've tried postmash but that don't allow me to filter the posts using categories, which is a bummer.


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Epilepsy Health Center
Understanding Temporal Lobe Seizure -- Diagnosis and Treatment
In this article
How Is a Temporal Lobe Seizure Diagnosed?
If someone has a seizure for the first time, if a seizure lasts longer than two to three minutes, or if multiple seizures occur one after the other, take him or her to the emergency room or call 911 immediately.
If a seizure disorder is suspected, the doctor will begin by taking a thorough medical history, including any birth trauma, serious head injury, medicattion usage, alcohol intake, or infections of the brain, such as encephalitis or meningitis.
Recommended Related to Epilepsy
Understanding Temporal Lobe Seizure -- Symptoms
A seizure originating in the temporal lobe of the brain may be preceded by an aura or warning symptom, such as: Abnormal sensations (which may include a rising or "funny" feeling under your breast bone or in the area of your stomach) Hallucinations (including sights, smells, tastes) Vivid deja vu (a sense of familiarity) or recalled memories or emotions A sudden, intense emotion not related to anything happening at the time During the seizure, a person may experience motor...
Read the Understanding Temporal Lobe Seizure -- Symptoms article > >
Brain function can be analyzed with an electroencephalogram, or EEG, which detects the electrical signals that relay information from one brain cell to another. EEGs may show characteristic, abnormal patterns during and between different types of seizures.
In addition, X-rays, CT scans, and MRIs of the head can help rule out specific causes of seizures.
What Are the Treatments for Temporal Lobe Seizures?
Anticonvulsant medications may help reduce or eliminate recurrent seizures in some people. They include:
- carbamazepine (Tegretol)
- divalproex sodium (Depakote)
- gabapentin (Neurontin)
- lamotrigine (Lamictal)
- levetiracetam (Keppra)
- oxcarbazepine (Trileptal)
- phenobarbital
- phenytoin (Dilantin)
- pregabalin (Lyrica)
- primidone (Mysoline)
- tiagabine (Gabitril)
- topiramate (Topamax)
- valproic acid (Depakene)
- vigabatrin (Sabril)
- zonisamide (Zonegran)
Temporal lobe seizures may be difficult to completely control with medication alone. It is not unusual for a person to have an occasional temporal lobe seizure despite taking the correct amount of medication.
Some people with temporal lobe seizures respond well to surgery that removes the abnormal part of the brain. This procedure is called a temporal lobectomy.
Also, the FDA approved a procedure called vagus nerve stimulation. A device is implanted under the collarbone that stimulates the left vagus nerve, resulting in an inhibition of seizures.
WebMD Medical Reference


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Government lab and firms team up on lithium batteryFri Dec 19, 2008 CHICAGO (Reuters) - Aiming to mass-produce a lithium battery for vehicles, 14 U.S. companies with expertise in batteries and advanced materials have formed an alliance with a government laboratory, the lab said on Thursday.The alliance, which includes battery industry giants such as 3M Co and Johnson Controls-Saft, intends to secure $1 billion to $2 billion in U.S. government funding over the next five years to build a manufacturing facility with an "open foundry" for the participants to pursue the goal of perfecting lithium-ion batteries for cars.It's a huge deal for the nation, and for the lab," said Mark Peters, who is in charge of transportation and battery research at Argonne National Laboratory near Chicago, which will advise the group.China, Japan and South Korea are the current leaders in lithium battery research, he said in a telephone interview."A small, fragmented (U.S.) battery industry will not long survive in the face of determined Asian competition," Ralph Brodd, a consultant to battery manufacturers, said in a statement released by Argonne."(Other) countries understand that he who makes the batteries will one day make the cars," he said.The best-selling hybrid vehicles such as Toyota Motor Corp's Prius use a nickel metal hydride battery. Lithium batteries are widely considered to be the next technological leap forward for electric-powered vehicles, as they can be recharged in a wall socket like a computer battery.The National Alliance for Advanced Transportation Battery Cell Manufacture was modeled after SEMATECH, the successful public-private venture created in the late 1980s to restore U.S. prominence in computer semiconductor technologyhttp://uk.reuters.com/article/technologyNews/idUKTRE4BH42G20081219
"China, Japan and South Korea are the current leaders in lithium battery research, he said in a telephone interview."just relax and think about it... Csgh is the 2nd largest producer of li battery materials.


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Investors need to see things from different angles
Are you being fiscally responsible?
Join the NASDAQ Community today and get free, instant access to portfolios, stock ratings, real-time alerts, and more!
We have initiating our coverage on
The Blackstone Group LP
) with a long-term 'Neutral' recommendation. The company's
diversified revenue mix and footprints, continuously falling
expenses along with steady growth in assets under management
(AUM) will likely supplement future growth. However, we remain
concerned about the impact of a volatile capital market and slow
realization of performance fees.
The views and opinions expressed herein are the views and opinions of the author and do not necessarily reflect those of Nasdaq, Inc.
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Ready to lick it.
Posing For My Owner
Ready To play
By entering this porn site, clicking the green "Show me XTube" button below, you agree to the following terms and conditions: You certify that you are 18 years of age or older, and are
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Jesse Malin performs in WYEP Studios on April 27, 2010.
Songs Performed: 1) Disco Ghetto 2) Riding On The Subway 3) Queen of the Underworld 4) Burning the Bowery
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Leon Hiebert was pastor of Andover Assembly of God (Generations Church A/G) from 1989 to 2009. He is a Viet Nam veteran who spent 10 years in the US Navy most of the time as a corpsman serving with the Marine Corps. A native of Belleville, Kan., Hiebert is semi retired and lives in Andover with his wife, Sharon. He is a school bus driver for USD 385, Andover, Kansas.
West Virginia Senator Jo Manchin has a bone to pick with MTV's new reality show Buckwild. The series, which premieres next month, follows a group of twentysomethings living in a small West Virginia town and has been described as "The Jersey Shore of Appalachia." BuzzFeed obtained a letter the senator sent MTV requesting the network cancel the series.Ian Somerhalder? Sofia Vergara? Make your picks for TV's sexiest eye candy now!"As a U.S. Senator, I am repulsed at this business venture, where some Americans are making money off of the poor decisions of our youth," Manchin wrote. "I have no problem with people in this country trying to earn a profit, but I would ask them: Would they do this to their own children, in their own neighborhood, in their own home state?"According to Manchin, Buckwild is a "travesty" which "plays on ugly, inaccurate stereotypes about the people of West Virginia." Buckwild's producer John Stevens spoke to Entertainment Weekly in defense of the series, explaining: "It's not like looking at a train wreck. That's not what it is.Remember when Justin Timberlake had curls? Check out the most dramatic celebrity makeovers"It's quite the opposite of everything else on TV," Johnson continued. "These kids aren't hooked into the internet. They don't do Facebook. Shane doesn't even have a cell phone. The parents have to go find in the woods when I call to find him. He's usually out there on his ATV and motorcycle. That's their idea of fun. That's what so refreshing."Watch a trailer for Buckwild below. Do you agree with Manchin or Stevens?Buckwild premieres Thursday, Jan. 3 at 10/9c.
Get More:BUCKWILD, Full Episodes
View original Senator Slams MTV Reality Show Buckwild at TVGuide.com
Other Links From TVGuide.com
Jersey Shore Buckwild


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Hotels near House of Music Museum
Search hotels near House of Music Museum in Vienna
Trending now in Vienna
- Most bookedAustria Trend Hotel Astoria
260 people looked at this hotel in the last hour
Most recent review
"Lovely hotel, excellent friendly staff. The rooms are generally soundproof, unfortunately we had a very loud Italian? party next door and I'm a light sleeper, I was woken at 4.10 by loud conversation. ! The room was very spacious and comfortable. The view was of air conditioning units, so wish I ..."
A Traveller, Jul 2016, GB
164 people looked at this hotel in the last hour
Most recent review
"I stayed at Grand Ferdinand for a weekend in June 2016. The hotel is very stylish and the welcome was friendly. The room was lovely - though the shower was in the room so there is no privacy, which could be an issue if you were sharing a room with a friend rather than a partner. The roof terra..."
A Traveller, Jul 2016, GB
117 people looked at this hotel in the last hour
Most recent review
"All the staff were friendly and helpful. Hotel was cozy and comfortable. Location was superb, right next to "Haus der Musik" the best music museum in the world. Loved our stay."
L, Jul 2016, US
41 people looked at this hotel in the last hour
33 people looked at this hotel in the last hour
Most recent review
"One of the best hotels we have staied with! From room to stuff to a wonderfull brackfast. Looking forward to our next time there"
A Traveller, Jul 2016, IL
33 people looked at this hotel in the last hour
Most recent review
"Excellent location in Wien, needs AC, breakfast regular, clean rooms, good staff"
A Traveller, Jul 2016, US
24 people looked at this hotel in the last hour
Most recent review
"Stayed for 5 nights, loved it, enjoyed great assistance from all the staff, nothing too much trouble, so easy to get to all the central locations in Vienna and access to the public transport for those attractions a little further out. We loved it and highly recommend it. With only 12 suites in to..."
A Traveller, Jul 2016, AU
14 people looked at this hotel in the last hour
Most recent review
"I spent 5 nights here in May 2016 as a leisure traveller from the UK. I found the Hotel zur Wiener Staatsoper to be an ideal base from which to experience Vienna and its cultural attractions; I wouldn't hesitate in returning. The hotel, (with its much-photographed neo-baroque facade) its services..."
S, May 2016, GB
8 people looked at this hotel in the last hour
Most recent review
"The apartment is wonderfully close to shipping, museums and Underground. The apartment is new and we'll furnished. The only drawback is the check-in, it is a hassle to go an hour to track down the key in a restaurant no where near the apartment. "
A Traveller, Jun 2016, US
- Goldfisch Apartment Vienna Opera HouseNo Guest Reviews yet
5 people looked at this hotel in the last hour
Map of hotels near House of Music Museum
- St. Stephen's Cathedral
- Vienna State Opera
- Stephansplatz
- Hofburg Imperial Palace
- Messe Wien Exhibition and Congress Center
- University of Vienna
- Vienna International Centre
- Schoenbrunn Palace
- Wiener Stadthalle
- Vienna City Hall
- Karlsplatz
- Wiener Prater
- International Atomic Energy Agency
- Spanish Riding School
- Vienna University of Technology
- Schwedenplatz
- Ernst Happel Stadium
- Schoenbrunn Zoo
- Stadthalle
- Viennese City Park
Hotels in Vienna near House of Music Museum
Are you looking for a cheap House of Music Museum hotel, a 5 star House of Music Museum hotel or a family friendly House of Music Museum hotel? You just landed in the best site to find the best deals and offers on the most amazing accommodations for your stay.
When you search for hotels near House of Music Museum with Hotels.com, you need to first check our online map and see the distance you will be from House of Music Museum, Austria.
Our maps are based on hotel search and display areas and neighborhoods of each hotel so you can see how close you are from House of Music Museum and refine your search within Vienna or Austria based on closest public transportation, restaurants and entertainment so you can easily get around the city. All the hotels details page show an option for free or paid onsite parking.
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Vienna travel guides
Where to sleep in Vienna – a neighborhood guide
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Shopping is a favored past time in Vienna, so much so that many of its popular shopping streets have...
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June 19, 2013
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Certificate III in Production Horticulture
Queensland Agricultural Training Colleges
Certificate III
|Mid Year Intake?
|Study Mode
|Entry Requirements
|Flexible Delivery
No minimum education
|Flexible Delivery, Part-time Block or Day Release
Course Description
This qualification is part of the Agriculture, Horticulture and Conservation and Land Management Training Package. It provides a vocational outcome in production horticulture. The qualification enables individuals to select a tree cropping, vegetable or berry production or mushroom production context as a job focus or, in the case of mixed enterprises, both.
Subjects you can Study
Core: Contribute to OHS processes. Electives: Carry out a crop regulation program; Implement a post-harvest program; Establish horticultural crops; Identify and report unusual disease or plant pest signs; Fumigate soil using chemicals; Troubleshoot drainage systems; Operate machinery and equipment; Release biological agents; Respond to emergencies; plus more.
About Queensland Agricultural Training CollegesQueensland Agricultural Training Colleges is a Registered Training Organisation that provides training in a wide range of agricultural specialisations across a range of geographic and climatic regions throughout Queensland. The College was formed as a result of the merger of Dalby Agricultural College, Longreach Pastoral College, Emerald Agricultural College and the Australian College of Tropical Agriculture (Burdekin Agricultural College and Mareeba Environmental College). The College offers training in agriculture, horticulture and production horticulture, rural business management, automotive and engineering programs as well as conservation and land management. Other available training and qualifications include traineeships, apprenticeships, short and specialist courses, and tailored training for schools, business and industry. RTO code: 31258
Certificate IIICourse code: AHC30610
- Flexible Delivery
- Flexible Delivery
- Part-time Block or Day Release
15 units: 1 core; 14 elective
Entry Requirements
No minimum education
Life after Study
Related Careers
Farm Hand
Farm hands assist farmers and graziers with growing crops and feeding and raising livestock.
Fruit and Vegetable Picker
Fruit and vegetable pickers harvest fruit, vegetables, nuts and berries at farms, market gardens and orchards, and prepare produce for distribution.
Winery Worker
Winery workers are involved in growing grapes and making, bottling, warehousing, packaging, distributing and selling wine in Australia and overseas.


text:
South Jersey's lowest-paid workers will all get a 14 percent raise starting Wednesday, when New Jersey raises its minimum wage from $7.25 to $8.25 per hour.
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Wonder who that was between.
Bloomberg had an article this week about how problems in Chile's transmission network are preventing some solar plants from selling power at profitable prices. I suspect that's one of the reasons for the stock's recent
Today was the lowest closing price since Feb 25. That day the DJIA closed at about 16,700.
Yahoo is now showing that 5 analysts are following MXWL. It was 4 a few weeks ago.
Looks like the addition of another analyst brought down the earning estimates for 2016 and 2017.
Sentiment: Buy
Another 150k and it would have been the highest for 2016.
Started taking a position today.
I don't see a rational catalyst for the size of this sell off. They reiterated 2016 revs.
Bought this back in the Summer of 2012, when it was selling under tang. book (all the solars were). Stayed that way for a while. China had excess prod. capacity and it was before tariffs. Made about 20% and got out, then watched it go up 400+% in 2013.
I don't think this will drop much more, even with a market sell off.
Some analysts upgrades would seem warranted at this price.


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My Non-Traditional Face Closes Doors in Election
A response to those Portlanders and entities that continue to question why I am running for the office of Mayor ...
Activist Acquitted
Teressa Raiford was unanimously acquitted Thursday on a charge related to protesting the death of Micheal Brown in Ferguson, Mo.
Changing Neighborhood Dynamics
The NW Film Center presents displacement in a historical fashion by screening Los Sures, a documentary about a drastically change ...
Race Relations Post War
See the re-released screening of Strange Victory at the NW Film Center's Whitsell Auditorium.
#BlackLivesMatter to Black Liberation
Activist and Princeton University professor Keeanga-Yamahtta Taylor is visiting Portland to speak on racial politics.
After houses shot up, elderly couple pleads for peace
A string of shootings has pushed an elderly black couple to plead for an end to gun violence while local ...
Prosecutor's Post Called Racist
The Oregon Commission on Black Affairs has submitted a complaint to the Oregon State Bar against Washington County Deputy District ...
NAACP stands up against cop fundraiser
In what sounded like an April Fool's joke but was in actuality a hosted event
Vigil for Man Killed Crossing Cully
Hugs, tears and fond memories were shared for a long time member of the black community
Oregon honors man who defied curfew on Japanese
His Act of civil disobedience made him a true hero
Calls for Violence are No Joke
True to form, Trump blamed everybody but himself for this debacle.
Gang Team Investigates
18-year-old male shoots another young man near sidewalk
1982 Cold Case Solved
Family thankful murder case is solved
Fighting racism in Multnomah County's justice system
Problems demand solutions
Oregon Removes Confederate Emblem
Oregon Legislative leaders first wanted to give the state of Mississippi a chance to change the flag on its own


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This is an incredible score near San Juan del Sur in Nicaragua. The owners Pat and Cheryl could not be more hospitable and the setting is absolutely beautiful. They introduced us to the sunset while sitting next to the beautiful pool on the top of a hillside just a few minutes from Madera and Majuagal beaches. We had dinner with the hosts. The lodging consists of a casita with two bedrooms and and a shared bathroom. The place is keep immaculately clean and the enormous pool is cleaned daily. We even got to meet Jaba the resident turtle that comes out nightly and pretty much has run of the area. The hosts introduced us to good local cuisine and overall it was a very enjoyable experience
Property: El Nido B&BAddress: Entrada Play Marsella | Rivas, San Juan del Sur, Nicaragua
Location: Nicaragua > Rivas Department > San Juan del Sur
Ranked #25 of 51 B&Bs / Inns in San Juan del Sur
Price Range (Based on Average Rates): $
Number of rooms: 2
- Official Description (provided by the hotel):
- Small, secluded, intimate B&B; surrounded by Nicaragua's natural beauty and wildlife. 10 minutes from Maderas, Marsella and Majagual beaches. 15 minutes to San Juan del Sur. Pool, AC, hot water, and good food. ... more less
- Also Known As:
- El Nido B&B Nicaragua/San Juan Del Sur


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Reg. $269.99
Street skating and aggressive skating is all about destruction and creation. You go as hard as possible with the intent on doing something simply awesome. With the Rollerblade NJ5 Aggressive Skates, you'll have the ability to ride the rails, grind an... Read More
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Reg. $239.99
Whether you're just starting out or have been skating for a little while, the Rollerblade Swindler Aggressive Skates is a great one for grinding. You'll have the support of a molded shell keeping your feet and ankles in check while you'll feel just li... Read More
{boxId:"compare75c548530da58cc0dea1023e56", id:"303527P"}
Reg. $299.00
The Rollerblade Tempest 90 Inline Skates are lightweight and very maneuverable so you will have a high performance set of wheel to keep you going. Finally a fun, fitness skate for the female in mind. If you are a distance skater that is looking for a ... Read More
{boxId:"compare1ab2de0d7a6ef694cd9f0d5e91", id:"302952P"}
Reg. $329.00
The Rollerblade Tempest 100 Inline Skates are back for another great year of gliding. Designed specifically for the female fitness skater, these skates will help improve and strengthen your skating skills. The boot is soft and made of a fiber tech she... Read More
{boxId:"compare1177b943a51e877a3fc4cf72ae", id:"302876P"}
Reg. $299.99
The Rollerblade Solo Trooper Aggressive Skates are perfect for the technical freestyle roller. They feature a molded shell with a new street formula soul plate material with a 45 degree shock absorber that will allow you to take bumps comfortably. Th... Read More
{boxId:"compareab86c70ee4ec6c7b1c891ef5ef", id:"257334P"}
Reg. $22.00
Safety is always important when inline skating. The Rollerblade Bladegear XT Elbow Pads are going to help protect your elbows for when danger shows itself. Anatomically designed fit elbows perfectly and to protect them from impact. ... Read More
{boxId:"comparecfc7c338178747183be6967c68", id:"306093P"}
Reg. $29.99
The Rollerblade Anti-Rocker aggressive skate wheels fit any aggressive skate. The TRS Anti-Rocker wheels give the perfect concave effect to grip and hold the rails better and easier when executing a grind. There is no need for a bearing, you can slide... Read More
{boxId:"compare8f4aa81988d976bfae7b743658", id:"156187P"}
Reg. $1,499.99
Imagine the world rushing by you as you race along the waterfront, each stride of your leg pushing you to go faster, each turn of the wheel smooth. This is the performance Rollerblade Powerblade 195 Inline Skates. The Micro-Adjustable Cuff Buckle allo... Read More
{boxId:"compare991d0b8a201d69c9cfd4640c57", id:"415780P"}
Reg. $499.99
There is not a place around that you would not consider your playground. From the urban streets to the suburban parks all the way to college campuses, concrete everywhere beware. With an urban skate like the new Rollerblade Metroblade GM Inline Skate... Read More
{boxId:"comparefcfd49b7079b924bf53c981799", id:"415850P"}
Reg. $249.99
The Rollerblade RB 80 Urban Inline Skates is for the entry-level and beginner skater looking for a great urban skate without the high price tag. These skates are built with a vented and molded shell to ensure they are strong but still allow air to flo... Read More
{boxId:"comparec8dae2d44fd2cb8bba8c5d1002", id:"375773P"}
Reg. $449.99
Get a Gotham inspired skate that looks awesome and will carve up the streets with the Rollerblade Metroblade C Urban Inline Skates. This skate will tackle turns and give you little bursts of speed all while giving you custom comfort. For lots of dura... Read More
{boxId:"compare7bec1a45f11f0969cd9f58144a", id:"415862P"}
Reg. $599.99
Elevate your skating experience with the Rollerblade Tempest 125 3WD Skate. These skates feature 125mm wheels and ILQ9 bearings that will give you tons of speed with less vibration, thus giving you a smoother ride and added durability. The Tempest fe... Read More
{boxId:"comparef63b4721857c8e2f8299e80e32", id:"442116P"}
Reg. $299.99
The Rollerblade Twister 80 Urban Inline Skates are made to be quick and maneuverable so you can skate between obstacles on the streets and through the park. If your playground is the concrete jungle then these skates were made for you. Back again for a... Read More
{boxId:"compare572f42e397c5498b44f59f3732", id:"371597P"}
Reg. $379.99
The Rollerblade Twister Pro Urban Inline Skates are a true beast and have tons of performance so you can twist, turn and curve all throughout the urban landscape and have the confidence to tackle the mean streets. The Vented and Molded Shell provide co... Read More
{boxId:"comparebceaa84922e2c0e39d66342937", id:"416023P"}
Reg. $379.99
The Rollerblade Maxxum 90 Urban Inline Skates combine a fusion of superior lateral support, comfortable padded liners, and a versatile wheel setup that can be used for commuting, cruising, or training. The vented, molded hard shell provides plenty of s... Read More
{boxId:"compareef2d4e941f14b01d6106104934", id:"415886P"}
Reg. $419.99
The Rollerblade Maxxum 100 Urban Inline Skates are the ultimate hybrid of urban skates offering a combination of superior lateral support, comfortable padded liners, and a versatile wheel setup that can be used for commuting, cruising, or training. The... Read More
{boxId:"compare0c8cea6b4305b9fc946d60f3e8", id:"415874P"}
Reg. $169.99
If you love skating and can't wait to hit the trails on those beautiful summer weekends then you'll love these Rollerblade Zetrablade Inline Skates. Featuring 80mm Rollerblade Wheels, you'll find that you have greater traction, better shock absorption ... Read More
{boxId:"compare574a64968728d0365a3ed7f1cc", id:"371621P"}
Reg. $279.99
The Rollerblade Macroblade 90 Inline Skates are a high-performance skate that rides fast and smooth then you'll want to check these skates out. Built with a Macroblade Shell/Upper combined with the Form 5 Star Fit Liner and Training Footbed, you'll ha... Read More
{boxId:"comparedd9192b2a683cd0575341451c8", id:"375737P"}
Reg. $269.99
The Rollerblade Fusion X3 Urban Inline Skates were designed to handle the riggers and demands of city skating. This skate is rugged and comfortable and features a dark, bold design. There is still great performance to be had from the bulletproof fram... Read More
{boxId:"comparebb58629337d36b29cad3b881f1", id:"385408P"}
Reg. $539.99
With cutting edge components and premium materials, the Rollerblade Tempest 110 C Inline Skates are for those who love speed and want the best support, comfort and performance out there. The Precision Fit Liner adds comfort and ensures that you have a ... Read More
{boxId:"compared6fdad6e5ffb4179c5298853ed", id:"375651P"}
Reg. $379.99
The Rollerblade Solo Team Aggressive Skates are perfect for the technical freestyle roller. They feature a molded shell with a new street formula soul plate material with a 45 degree shock absorber that will allow you to take bumps comfortably. This li... Read More
{boxId:"compareaa8b0685149eae2d6898eff7ed", id:"416046P"}
Reg. $349.99
The Rollerblade Macroblade 100 Inline Skates offer a new design which increases performance and comfort. From speed to stability, any serious skater will fall in love with these skates the moment they step into them. Built with a Macroblade Shell, thes... Read More
{boxId:"compare3cd4341585fc30fc6f7306d171", id:"415828P"}
Reg. $479.99
The Rollerblade Tempest 100 C Inline Skates offer plenty of support, comfort and strength so you can get the most out of your skating experience. The Tempest 100 C features a Carbon Fiber Shell which makes these skates very durable and supportive. With... Read More
{boxId:"compare5a33329d41be928c1ec0a0a97a", id:"375662P"}
Reg. $259.99
The Rollerblade Macroblade 84 ALU Inline Skates are great performance recreational skates when you want something more than just to cruise around. These skates have lots of great features to keep you comfortable, rolling fast and performing at your bes... Read More
{boxId:"compareb3ae3736197a3f9c0b925ab444", id:"415789P"}


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Hello Diane, thanks a lot for your kind words! I don't speak very well in english.. I'm studying it every days but without results! I can see your really interesting work.. a beautiful page of USA, factories, farms, old cars.. nostalgic shots.. I like! easy volums in good compositions.. see you soon, Luigi.
Luigi - your English is very good, I understand every word! :D Don't worry, my Italian consists of a few words only. : (
Thank you for your visit and interesting comments. Yes, my photos do show the "non-tourist" America and I doubt many Europeans ever see these rather sad and dusty towns. So, I'm glad you enjoy these shots!
LIKE, gr Henk
Thank you again!
Photo taken in Klamath Falls, OR, USA


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Written on: 16/09/2013 by beanman334 (1 review written)
Orded my items over 2 weeks ago still haven't arrived, they didn't supply me with any proof of postage and if I want my money back I have to file a form with the post office
Written on: 16/09/2013
If your parcel has been lost in the post Royal Mail require 15 working days before declaring the parcel to be lost. You will jot need to claim anything. We will handle the claims procedure with Royal Mail. Because you have written an anonymous review it is not easy for me to be certain of who you are. Please intact us via our website so we can resolve any outstanding issues for you. I am sure there will be a simple explanation and that everything can be sorted out for you.
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Lists by ocsalevmot
Title is self explanatory
It's been a pretty decent year for movies. I briefly just wanted to acknowledge that Life of Pi, Lincoln, and Silver Lining's Playbook are left off this list and for good reason. Life of Pi was a case of oversentimentalized existentialism (who does that?), while Lincoln, which displays some of the greatest acting of all time in the person of Daniel Day Lewis, has very little to offer beyond that. I just feel like Spielberg is the kid in class, who keeps scoring C's and D's, but brings his work in saying, "This is an A isn't it? Surely, this is an A?!" No, Steve...it isn't. Silver Linings was a fine, enjoyable movie, with well-written dialogue that, in the end, was just like every other rom-com ever made: enjoyable and entirely unspectacular.
The name of the list is pretty self explanatory I would say.


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Are you sure it was the abdomen? Sounds kinda strange a .25 in the stomach would kill you instantly. Maybe in the head or something.
This is a discussion on Just for the info in case ya want to debate it within the Defensive Carry Guns forums, part of the Defensive Carry Discussions category; Took a kid to a Grand Jury hearing yesterday in which he is accused of murdering a close relative. In conversation with these people I ...
Took a kid to a Grand Jury hearing yesterday in which he is accused of murdering a close relative. In conversation with these people I try to learn a few specifics without hearing too much, if you know what I mean. Anyway I learned that he allegedly shot the victim one time in the abdomen with a 25 acp, which killed him almost instantly.
Are you sure it was the abdomen? Sounds kinda strange a .25 in the stomach would kill you instantly. Maybe in the head or something.
Glock 22, 27 Gen 4
Ruger SP101 .357mag
S&W 637 Airweight
Ruger Single Six
Ruger Blackhawk Bisley 45 Colt
Mossberg 835 Grand Slam
Well, .22 LR will kill instantly as well if it hits the right spot - I have also seen a man survive having 1/4 of his brain removed by a 7.62 sniper shot, and a man take six 7.62 ball rounds to the torso and sit on the side of the road for 4 hours holding up his own plasma bag.
"All that is necessary for the triumph of evil is that good men do nothing."
As for head shot, A .25 fmj or hp may not penetrate the skull depending on location, distance, and angle. In the abdomen, a fmj could penetrate soft tissue and hit the spine. Not enough details to know for sure.
Know Guns, Know Safety, Know Peace.
No Guns, No Safety, No Peace.
The aorta is the main largest artery in the body and travels down through the abdomen. If you hit and sever it death will occur very, very quickly!
Sportsterguy-NRA Life Member
Molon Labe!
Join the NRA today, or don't complain when your guns are taken away!
The only "instant" kill it could do would be hitting the spine after traveling upwards far enough in the thorax to get to the sympathetics to the heart--unlikely. It could also hit the abdominal aorta, causing one to bleed out which will take a few seconds to a minute or so (can't say for sure on timing), as you'll quickly become intravascularly depleted of blood and the brain will then shut down from lack of oxygen. Also, it could again travel upwards through the diaphragm and puncture a lung causing a pneumothorax--here again, you'll still have one lung and able to breath, although in quite a lot of distress. Those are the only options I see, and feel are very unlikely (and these are for any shots to the abdomen--if they hit the abdominal spine, at most it's just going to cause paraplegia below the level hit).
BLONDIE: You may run the risks, my friend, but I do the cutting. If we cut down my percentage... cigar? Liable to interfere with my aim.
Retired USAF E-8. Official forum curmudgeon.
Lighten up and enjoy life because:
Paranoia strikes deep, into your life it will creep. It starts when you're always afraid... Buffalo Springfield - For What It's Worth
It's all about shot placement...
"...whoever has no sword is to sell his coat and buy one." (Luke 22:36)
Christianity and Self Defense from a Biblical Perspective
Friends don't let friends be MALL NINJAS.
I am just as nice as anyone lets me be and can be just as mean as anyone makes me. - Quoted from Terryger, New member to our forum.
Next time my wife gets on to me for kicking back in my recliner I'm going to say, "My sympathetics are causing my pneumothorax to act up again and I'm feeling intravascularly depleated. So please stop chewing on my backside so I can rest my abdominal aorta or my brain will shut down due to lack of oxygen." I'm sure her response would be, "it's obviously too late to avoid the whole brain shut down thing."
I'll let you know if my new defensive strategy is successful....I'm not real hopeful.
Know Guns, Know Safety, Know Peace.
No Guns, No Safety, No Peace.
Yeah, I'm going with it got the aorta. Definitely could've hit the spine but at that level it would have dropped him (paralysis) but not necessarily killed him instantly.... sympathetics for the heart come off higher up the cord so they shouldn't be affected.
A .25 caliber round to the gut, he probably died from the shock of being hit. It happens. Or it wasnt exactly instant death, probably hit his descending aorta and he bled to death in about a minute.
Or the inferior vena cava. Or angled up and got the pericardium causing pericardial tamponade, or nicked a cardiac artery, or an artery in the spleen, or went down and got the upper femoral artery in the groin, or caused bleeding in the airway causing the guy to 'drown', or... the list can go on and on...
"Each worker carried his sword strapped to his side." Nehemiah 4:18
Guns Save Lives. Paramedics Save Lives. But...
Paramedics With Guns Scare People!


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PanacheBritt Halter Swimsuit
Channel vintage glamour in the Panache Britt Halter Swimsuit. Designed with a mini spot print, this halterneck swimsuit creates a show-stopping silhouette with a skirted front and low leg back for true fifties style.
Product code: PA-000267
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(Before I start to review I would just like to apologise if this review isn't very good or perfect it's my first review and Im not very good at computers so I've probably done something wrong please don't be too critical ) I have always admired this tank ever since I saw one many years ago at the bovington tank museum and always wanted a lego one so it was an obvious purchase when I found out Brickmania made and sold one and while this exact kit isn't available right now one very similar with side skirts is. First of all a photo of the real thing.
And now, my review of the kit.
The box shows the kit very clearly and isn't wasteful of space the kit filled up the entire box, as I am reviewing this post build I don't have and shots of the build but it was an enjoyable build the only bit I didn't like was the repetitive nature of the wheels but it makes it look better in the end and without the ones chosen it wouldn't have been as accurate.
There are three figures included in the kit and they each have a decal that is very well applied and are accurate for the kit.
Here is how the tank looks when it is complete and it looks very grand I am very pleased with how it turned out.
The back of the tank is also very accurate and I was surprised how much detail was added for just the back alone.
This picture shows the engine which you can view by opening a hatch on the kit, it's a nice little detail and adds to the authenticity of the kit.
Two of the figures can fit both inside the tank and rest half in and out as shown in this photo and the tank commander in the turret can only rest in the turret.
And finally one of my favourite parts of the kit is how you can add to the model and make it unique, on mine I have added the mg-42 on the turret and some more spare track at the front to make it look more like his classic panther tank.
and the scores:
Price: It certainly isn't cheap but it is intended for collectors, if you want it and have the money spare go for it! 8/10
Parts: A wide range of parts included although mostly in the same colour and some form of a camouflage scheme would have been nice. 7/10
Playability: I wouldn't give this to a child but it does have lots of fun things opening hatches moving treads, moving turret and the sort. 9/10
Figures: 3 simple but very accurate figures with well applied decals. 9/10
So to end the review I give this kit a 33/40 a very good and accurate kit but it could have had a little more variety.
Edited by Rufus, 24 December 2011 - 07:32 PM.


text: c_ternes Play via YouTube OPEN IN APP NSFW Safe Is this playlist safe for work? gold Not the Original April 28, 2012 | 42 tracks | 1,437 119 | Stats Sara BareillesGlee CastJonathan Groff coversreggaejazzacousticrock Liked Collect Share Edit Liked! Share this mix with friends: Not the Original Wrong video Collect Share Liked! Share this mix with friends:


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Electrical problem
2001 Mercedes Benz S500 V8 Two Wheel Drive Automatic 84000 miles
Pass side mirror turn signal goes out. LED light works, but seems a bad connection. If you tap it it will work for a day or so and then off. Pulled mirror tryed to clean and put back. Same results. Trying to avoid $600 relacement mirror. Any suggestions?
Sunday, July 6th, 2008 AT 8:14 PM


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Fleece Friday: Take 15% off 1+ yards of Fleece Fabric Through 11:59 PM EDT July 29th.
Once a fashionista, now a craft-o-nista! ms.sad designs & sews crafty appliques inspired by her love of music, animals, & bright colors. As one blogger commented- her creations are "unlikely yet powerful combination(s)".
© 2008-2015 Spoonflower Inc


text:
|Pickup Categories
| >Make-up item
>Skin Care>Mask
>Sunblock & UV Care
>Body Care
>Hair Care & Hair Dye
>Dental Care
9:00~17:00 on weekdays
Contact us by email,
* Please do not reply to mail of delivered automatically.
Transparency & realized!
■ Hyaluronic acid moisturizing ingredients
■ Contains sustainable vitamin C derivative (*)
■ Commitment to water
■ Non acidic, fragrance, colorant and colorant, oil-free and animal ingredients
|Product name
| Juju Aqua moist C medicated whitening lotion H refill
(JUJU AQUAMOiST C H in Whitening Lotion Refill)
|Aqua ( AQUAMOiST )
|Content amount
|180 ml
|Product code
|How to use the
| ❑ After washing face, take an appropriate amount on a Palm or a cotton and blends into your skin.
□ no problem quality may have formulated vitamin C derivatives for the slight smell and yellowish to be charged.
[Refill how to bottle]
(1) in the hands off the Pack. Popping pussy and with a strong Pack.
(2) topple bottle support with one hand and slowly pour the merge contents on bottle spout.
|Precautions for use
| Be sure the Juju Aqua moist C medicated whitening lotion H lotion bottle should not.
□ do not end up.
❑ be sure not when open the cap of the body part.
□ wipe mouth wash bottle, and always at the same time total not please.
□ do not mix with water or other lotions, etc..
□ refrain from manufacturing number of the Pack at the bottom after the refill, or peel Pack top production number for seal, and put it in a bottle. Let this number during the inquiry.
□ Please paste from when production numbers for seals to bottles and hand dry off well.
□ sanitary rooms for 1 year or refill after 5 standard bottles should be replaced.
□ When when in use or light use at a later date, such as redness, itching and irritation immediately discontinue use and consult a skin doctor. You may get worse if you continue to use.
❑ do not place in high temperatures or direct sunlight.
❑ do not place within reach of children.
| Active ingredients: Ascorbic acid 2-glucoside, DIPOTASSIUM glycyrrhizinate
Other ingredients: purified water, sodium hyaluronate (2), concentrated Glycerin, Tetra 2 − ヘキシルデカン cinnamyl Ascorbic acid, 1, 3-butylene glycol, ethanol, ポリオキシエチレンメチルグルコシド, sodium hydroxide, isostearic acid polyoxyethylene sorbitan ( 20 E... O... ), edetate disodium, sodium citrate and carboxyvinyl polymer, ポリオキシエチレンポリオキシプロピレンセチル ether ( 20 E. O. ) ( 8 P. O. ), ポリオキシエチレンポリオキシプロピレンセチル ether ( 20. E ) ( 4. ), parabens
|Juju cosmetics co., Ltd.
|Made in Japan, pharmaceutical products and cosmetics
|Ads responsibility
|Cosmetics box 097-543-1871
|JP Post EMS
|Your order will be shipped to you via Japan Post EMS. Japan Post is a speedy delivery service that delivers to more than 120 countries. With an effective tracking system and insurance program, EMS is able to offer a secure delivery worldwide. You can track your package with the tracking code provided and it will be delivered within a week. See estimated shipping fee
|Credit Card
COSMEBOX only accepts order cancellation requests prior to shipping.
Please be aware that we will not accept such requests from a customer once their order has shipped.
(Customers may be charged shipping fees only in the case that a customer refuses to accept the package after it has shipped.)
・Please check the contents of your order immediately after your package arrives. Only customers who check the package contents upon arrival will be subject to compensation.
※Customers should contact COSMEBOX within a week of delivery in the case that the package contained damaged or mistaken products.
・COSMEBOX does not accept exchange and refund requests resulting from the customers own personal reasons.
(We are unable to exchange a product that a customer has bought after it has shipped for reasons resulting from the customers own personal reasons.)
・Please be aware that COSMEBOX will cancel orders after 2 weeks if we do not hear back from customers who have yet to confirm that they would like to go ahead with shipping after being informed of the shipping costs for their order. The same goes for customers who have items on reserve that do not get in touch within this time period, as well as customers who have not completed the PayPal payment transaction within 14 days.
Start Date:01/07/2016 00:00 JST
End Date:31/08/2016 23:59 JST
This product cannot be shipped to United States from the store.
Please contact the store for further information.


text:
More on McDonald's (MCD): The Golden Arches achieves the consistency it was looking for, but...
More on McDonald's (MCD): The Golden Arches achieves the consistency it was looking for, but mainly on the downside as higher commodity and labor costs cut into earnings. Even after factoring in the effect of the strong U.S. dollar on results and decent numbers in Australia and China, the overriding theme is dominated by the sub-2% growth seen across major regions. Expect some Q&A on those "negative" October trends at the firm's earnings call slated for 9:00 AM EST. MCD -2.1%. (webcast)
From other sites
Video at CNBC.com (Wed, 10:18AM)
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True Tone on iPad Pro vs. Night Shift in iOS 9.3
Night Shift isn't sensor based and auto-adjusting like True Tone. But it works almost the same, and you don't have to buy a brand-new iPad Pro to get it.
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When you need to get serious work done, the more monitors the merrier. And if you don't have a spare VGA, DVI, or HDMI port, you can still use USB.
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Listed by GR Auto Gallery
Just in time for summer, it's time to drop the top and get out of Dodge. Weather headed to the
Listed by Classic Rides And Rods
1971 Buick Centurion Convertible 455 V8 Auto, Need TLC Runs and Drive Starts everytime. Terry 952-451-2105 email@example.com
Listed by Sobe Classics
1973 Buick Centurion Convertible - Green Stock # KY19NB3726AM1973 Buick Centurion Convertible - GreenMatching high end wheels Good looking full


text: "Little" People, Big EarsMargaret Hartmann4/28/09 1:20pmFiled to: Safe & soundSoundHealthStrengthAuditory systemScience35EditInvite manuallyPromoteDismissUndismissHideShare to KinjaToggle Conversation toolsGo to permalink Researchers report scrawnier people are more likely to think an approaching sound is closer than it is. They believe the link between fitness and hearing may have evolved to help the weak avoid danger.[UPI] stock.xchng." />Reply35 repliesLeave a reply