论文标题

对人类视力的对抗性攻击

Adversarial Attacks on Human Vision

论文作者

Mateescu, Victor A., Bajić, Ivan V.

论文摘要

本文介绍了视觉注意力重新定位的介绍,它与视觉显着性的联系,与之相关的挑战以及如何接近它的想法。重新定位作为显着性反转问题的困难在于,除了显着性改变对图像美学的可能负面影响外,显着性和图像域之间缺乏一对一的映射。审查了最近的文献来解决这个具有挑战性的问题,并提出了一些有关未来发展的建议。

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.

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