Oğmen Haluk, Herzog Michael H
Department of Electrical & Computer Engineering and Center for NeuroEngineering & Cognitive Science, University of Houston, Houston, TX 77204-4005 USA (phone: 713-743-4428; fax: 713-743-4444.
Proc IEEE Inst Electr Electron Eng. 2010;98(3):479-492. doi: 10.1109/JPROC.2009.2039028.
Geometry is closely linked to visual perception; yet, very little is known about the geometry of visual processing beyond early retinotopic organization. We present a variety of perceptual phenomena showing that a retinotopic representation is neither sufficient nor necessary to support form perception. We discuss the popular "object files" concept as a candidate for non-retinotopic representations and, based on its shortcomings, suggest future directions for research using local manifold representations. We suggest that these manifolds are created by the emergence of dynamic reference-frames that result from motion segmentation. We also suggest that the metric of these manifolds is based on relative motion vectors.
几何学与视觉感知紧密相连;然而,除了早期视网膜拓扑组织之外,对于视觉处理的几何学我们知之甚少。我们展示了各种感知现象,表明视网膜拓扑表征对于支持形状感知既非充分条件也非必要条件。我们讨论了流行的“对象文件”概念,将其作为非视网膜拓扑表征的一个候选,并基于其缺点,提出了使用局部流形表征的未来研究方向。我们认为这些流形是由运动分割产生的动态参照系的出现所创建的。我们还认为这些流形的度量是基于相对运动向量的。