A model of surface detection and orientation tuning in primate visual cortex

被引：1

作者：

Gewaltig, MO ^{[1
]}

Körner, U ^{[1
]}

Körner, E ^{[1
]}

机构：

[1] Honda Res Inst Europe GmbH, D-63073 Offenbach, Germany

来源：

NEUROCOMPUTING | 2003年 / 52-4卷

关键词：

visual system; cortex; koniocellular pathway; segmentation;

D O I：

10.1016/S0925-2312(02)00767-1

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this contribution we propose that surface detectors, responding to areas of homogeneous gray-level may be used to support orientation selective cells in VI. By inhibiting orientation detectors within their input region, surface detectors act as local feedback system, emphasizing objects with large, continuous contours and enable the fast generation of an initial hypothesis about the input. The performance of this model is demonstrated, using a set of real-world images. We demonstrate that for images with a high degree of low-frequency clutter, the performance of orientation detection can be considerably improved. (C) 2003 Elsevier Science B.V. All rights reserved.

引用

页码：519 / 524

页数：6

共 7 条

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