基于灵长类视觉皮层的目标识别模型综述

Object Recognition Models Based on Primate Visual Cortices:A Review

在过去的十年,通过实验手段,已积累灵长类视觉皮层的大量实验数据.许多研究者根据这些实验数据提出动物视觉系统的模型,并将它们用于计算机目标识别.文中首先总结动物视觉系统的主要实验结论,然后评述基于灵长类视觉系统工作机制的常用模型,重点讨论MIT的皮层等级模型.

In the past decade, a large number of experimental data have been accumulated in the primate visual cortices. Many visual system models have been developed based on the experimental data of the primates, and they have been used for computer object recognitions. In this paper, the main experimental conclusions on the primate visual system are summarized. Then, the frequently used models based on the mechanism of the primate visual system are reviewed. The MIT cortex hierarchical model is mainly discussed.