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arXiv 1607.01232cs.CV
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视觉注意和注视转移计算模型的概率之旅

A probabilistic tour of visual attention and gaze shift computational models

University of Milan(米兰大学)

Giuseppe Boccignone

摘要:

在本文中,一些问题被认为是与建模的眼睛指导下的视觉注意在自然环境中。从一个粗略的讨论各种可用的模型拼写在概率方面,它似乎是目前的方法在计算视觉是迄今为止远远没有实现的目标,一个积极的观察者依赖于眼睛的指导,以完成现实世界的任务。我们认为,这个具有挑战性的目标不仅需要体现,在一个原则性的方式,在行动/感知回路的眼睛指导的问题,但要面对不可分割的联系捆绑视觉注意,情绪和执行控制,在最近的神经生物学研究结果权衡了。

英文摘要:

In this paper a number of problems are considered which are related to the modelling of eye guidance under visual attention in a natural setting. From a crude discussion of a variety of available models spelled in probabilistic terms, it appears that current approaches in computational vision are hitherto far from achieving the goal of an active observer relying upon eye guidance to accomplish real-world tasks. We argue that this challenging goal not only requires to embody, in a principled way, the problem of eye guidance within the action/perception loop, but to face the inextricable link tying up visual attention, emotion and executive control, in so far as recent neurobiological findings are weighed up.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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