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Image understanding, attention and human early visual cortex

Image understanding, attention and human early visual cortex
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摘要 This paper reviews our recent fMRI and psychophysical finding on: 1) perceived size represen- tation in V1; 2) border ownership representation in V2; and 3) neural processing of partially occluded face. These findings demonstrate that the human early vi- sual cortex not only performs local feature analyses, but also contributes significantly to high-level visual computation with assistance of attention-enabled cortical feed- back. Moreover, by taking advantage of recent findings on early visual cortex from neuroscience and cognitive science, we build a biologically plausible attention model that can well predict human scanpaths on natural images. This paper reviews our recent fMRI and psychophysical finding on: 1) perceived size represen- tation in V1; 2) border ownership representation in V2; and 3) neural processing of partially occluded face. These findings demonstrate that the human early vi- sual cortex not only performs local feature analyses, but also contributes significantly to high-level visual computation with assistance of attention-enabled cortical feed- back. Moreover, by taking advantage of recent findings on early visual cortex from neuroscience and cognitive science, we build a biologically plausible attention model that can well predict human scanpaths on natural images.
出处 《Frontiers of Electrical and Electronic Engineering in China》 CSCD 2012年第1期85-93,共9页 中国电气与电子工程前沿(英文版)
关键词 VISION ATTENTION image understanding early visual cortex vision, attention, image understanding early visual cortex
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