Tessellation for Wide Angle Foveated image with 4 regions based on overlapping circular receptive field mapping

S. Shimizu, N. Hasebe
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Abstract

As well-known, the human single eye has a horizontally approximately 120-degree wide FOV. Its FOV is wide, but only its central FOV has high visual acuity. Visual acuity in its peripheral FOV is very low. By changing its view line into a target, the human can observe it in detail by its central FOV and simultaneously can observe the whole of environment by its wide FOV. This means that the human eye performs a smart data acquisition, i.e., getting more detailed visual information with smaller data amount from environment by combining appropriate eye movements. WAFVS was investigated taking into account the above human eye's functionality. The most characterized point of WAFVS is of the resolution-variant input image data, i.e., this vision sensor gets a wide-angle image where spatial resolution is not uniform like the human visual acuity. Therefore, WAFVS can reduce image data hugely. This is a strong advantage when image data are transmitted and recorded in a storage device when the vision sensor is applied for remote operation. In this paper, a remapping method for WAFVS is proposed and implemented, i.e., tessellation for Wide Angle Foveated image with 4 regions based on overlapping circular RF mapping.
基于重叠圆形感受野映射的4个区域广角注视点图像镶嵌
众所周知,人类的单眼具有大约120度的水平视野。视场较宽,但只有中央视场具有较高的视敏度。周边视场的视敏度很低。通过将其视线转变为目标,人类可以通过其中心视场对其进行详细观察,同时也可以通过其宽视场对整个环境进行观察。这意味着人眼进行智能数据采集,即通过结合适当的眼球运动,以更小的数据量从环境中获得更详细的视觉信息。考虑到上述人眼的功能,对WAFVS进行了研究。WAFVS最大的特点是输入图像数据的分辨率变化,即该视觉传感器得到的是广角图像,其空间分辨率不像人类的视觉灵敏度那样均匀。因此,WAFVS可以极大地减少图像数据量。当视觉传感器应用于远程操作时,将图像数据传输并记录在存储设备中,这是一个很强的优势。本文提出并实现了一种WAFVS的重映射方法,即基于重叠的圆形RF映射对4个区域的广角Foveated图像进行镶嵌。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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