Quantitative Analysis of Saliency Models
  Previous saliency detection research required the reader to evaluate performance qualitatively, based on renderings of saliency maps on a few shapes. This qualitative approach meant it was unclear which saliency models were better, or how well they compared to human perception. This paper provides a quantitative evaluation framework that addresses this issue. In the first quantitative analysis of 3D computational saliency models, we evaluate four computational saliency models and two baseline models against ground-truth saliency collected in previous work. 
Flora Ponjou Tasse and Ji\v{r}\'i Kosinka and Neil Anthony Dodgson
cs.GR cs.CV