CMOS旋转不变模式识别系统

Chin-Fong Chiu, Chung-Yu Wu
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引用次数: 1

摘要

提出并分析了一种新的旋转不变模式识别系统。在该系统中,使用具有图像传感和边缘提取功能的硅视网膜细胞,使系统可以直接处理来自真实世界的图像,而无需额外的边缘检测器。对旋转不变的离散相关函数进行了改进,并利用电流求和的方法在硅视网膜结构中实现。仿真结果验证了所提系统功能的正确性。此外,采用0.8 /spl mu/m的n阱CMOS工艺,设计并制作了一个32/spl次/32单元阵列的实验芯片。实验结果表明,该系统能很好地识别任意方向的模式。
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CMOS rotation-invariant pattern recognition system
A new rotation-invariant pattern recognition system is proposed and analyzed. In this system, silicon retina cells capable of image sensing and edge extraction are used so that the system can directly process images from the real world without an extra edge detector. The rotation-invariant discrete correlation function is modified and implemented in the silicon retina structure by using current summation. Simulation results have verified the correct function of the proposed system. Moreover, an experimental chip to implement the proposed system with a 32/spl times/32 cell array has been designed and fabricated in a 0.8 /spl mu/m N-well CMOS process. Experimental results have successfully shown that the system works well for arbitrary orientation pattern recognition.
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