Asynchronous demodulation technique for use in vision sensor image classification and segmentation

被引:7
作者
Habibi, M. [1 ]
Sayedi, S. M. [1 ]
机构
[1] Isfahan Univ Technol, Dept Elect & Comp Engn, Esfahan, Iran
关键词
vision sensor; demodulation; segmentation; classification; PIXEL; IMPLEMENTATION; CHIP; ARRAY; VLSI;
D O I
10.1002/cta.614
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a novel technique for classification and segmentation of a multiple-object image scene. Each object in the scene is tagged by a flashing LED operating at a specific frequency. The vision sensor, based on this technique, demodulates the captured light signal, omits the background illumination, and performs classification by assigning a unique ID-tag to each region based on its flashing light frequency. The process is performed in-pixel by an asynchronous demodulation and frequency identification circuit, which is designed in a standard 0.6 mu m CMOS technology. Simulation results confirm the validity of the proposed structure. At a frame rate of 250 fps the power consumption is 2.6 mu W/pixel, which is relatively low compared with those of sensors with similar functionality. The structure is intended for use as a low power, inexpensive solution in robot visual position feedback and localization. Copyright (C) 2009 John Wiley & Sons, Ltd.
引用
收藏
页码:17 / 30
页数:14
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