Adversarial Attacks on Human Vision

Authors :: Mateescu, Victor A.
Bajić, Ivan V.
Source :: Extended version of IEEE MultiMedia, vol. 23, no. 1, pp. 82-91, Jan.-Mar. 2016
Publication Year :: 2022
Abstract: This article presents an introduction to visual attention retargeting, its connection to visual saliency, the challenges associated with it, and ideas for how it can be approached. The difficulty of attention retargeting as a saliency inversion problem lies in the lack of one-to-one mapping between saliency and the image domain, in addition to the possible negative impact of saliency alterations on image aesthetics. A few approaches from recent literature to solve this challenging problem are reviewed, and several suggestions for future development are presented.<br />Comment: 21 pages, 8 figures, 1 table

Subjects :: Computer Science - Computer Vision and Pattern Recognition
Electrical Engineering and Systems Science - Image and Video Processing

Database :: arXiv
Journal :: Extended version of IEEE MultiMedia, vol. 23, no. 1, pp. 82-91, Jan.-Mar. 2016
Publication Type :: Report
Accession number :: edsarx.2206.01365
Document Type :: Working Paper
Full Text :: https://doi.org/10.1109/MMUL.2015.59