English

Adversarial Attacks on Human Vision

Computer Vision and Pattern Recognition 2022-06-06 v1 Image and Video Processing

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.

Cite

@article{arxiv.2206.01365,
  title  = {Adversarial Attacks on Human Vision},
  author = {Victor A. Mateescu and Ivan V. Bajić},
  journal= {arXiv preprint arXiv:2206.01365},
  year   = {2022}
}

Comments

21 pages, 8 figures, 1 table

R2 v1 2026-06-24T11:37:51.690Z