基于视网膜-皮质映射的实时目标跟踪

Satoru Odo, K. Hoshino
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引用次数: 3

摘要

人类的视觉有两个区域:一个是中央凹,它位于视觉轴的中心,分辨率很高;另一个是周边区域,它的分辨率随着距离中央凹的远近而降低。这种距离与视觉分辨率之间的关系被称为对数极坐标映射,它分别在中心视觉和外围视觉中实现两种不同的功能。在中心视觉中,物体以高分辨率聚焦和识别,但区域很小。但周边视觉对大面积物体的识别较为粗略,分辨率较低。提出了适应序列图像的对数极坐标映射和利用差分图像法和广义梯度法获得的光流提取运动区域的目标跟踪新方法。通过该系统,在较短的处理时间内实现了高分辨率的目标跟踪,减少了数据处理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Real time object tracking based on retino-cortical mapping
Human vision has two areas: one is fovea centralis which is located at the center of visual axis and has high resolution, and the other is the peripheral where the resolution decreases according to the distance from the fovea. This relationship between distance and visual resolution is known as the log polar mapping, which realizes two different functions in central and peripheral visions, respectively. The object is focused and recognized with high resolution in the central vision, but the area is small. However, the objects in a large area are roughly recognized in peripheral vision, with low resolution. We propose the new method of target tracking with log polar mapping adapted to sequential image and with moving-area extraction through the optical flow obtained by the difference image method and generalized gradient-based method. Through our system, the target tracking is realized with high resolution, during short period of processing time, with data processing reduced.
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