Method of moment calculation for a digital vision chip system

I. Ishii, T. Komuro, M. Ishikawa
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引用次数: 12

Abstract

A digital vision chip is a one-chip vision system that can perform operations much faster than the video rate (NTSC 30 Hz/PAL 25 Hz). The digital vision chip has a compact design for integration, and can execute several algorithms at high speed for robot control. To realize high-speed image processing on digital vision chips, it is important to develop image processing algorithms that work with the processing architecture. While most of the researches on vision chips have concerned image-to-image processing, there has been few researches on image-to-scalar feature extraction which is inevitable for visual feedback control. In this paper, we propose bit-plane feature decomposition (BPFD) as a method of image-to-scalar feature extraction in digital vision chip systems. We show the effectiveness of the proposed method by evaluating its application in a digital vision chip system.
数字视觉芯片系统的力矩计算方法
数字视觉芯片是一种单片视觉系统,可以执行比视频速率(NTSC 30 Hz/PAL 25 Hz)快得多的操作。该数字视觉芯片设计紧凑,便于集成,可高速执行多种算法,用于机器人控制。为了在数字视觉芯片上实现高速图像处理,必须开发与该处理架构相适应的图像处理算法。大多数视觉芯片的研究都集中在图像到图像的处理上,而对图像到标量的特征提取的研究很少,而这是视觉反馈控制所不可避免的。本文提出位平面特征分解(BPFD)作为数字视觉芯片系统中图像到标量特征提取的一种方法。通过在数字视觉芯片系统中的应用,验证了该方法的有效性。
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