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首页> 外文期刊>Analog Integrated Circuits and Signal Processing >A CMOS Image Processing Sensor for the Detection of Image Features
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A CMOS Image Processing Sensor for the Detection of Image Features

机译:用于图像特征检测的CMOS图像处理传感器

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摘要

A compact CMOS vision sensor for the detection of higher level image features, such as corners, junctions (T-, X-, Y-type) and linestops, is presented. The on-chip detection of these features significantly reduces the data amount and hence facilitates the subsequent processing of pattern recognition. The sensor performs a series of template matching operations in an analog/digital mixed mode for various kinds of image filtering operations including thinning, orientation decomposition, error correction, set operations, and others. The analog operations are done in the current domain. A design procedure, based on the formulation of the transistor mismatch, is applied to fulfill both accuracy and speed requirements. The architecture resembles a CNN-UM that can be programmed by a 30-bit word. The results of an experimental 16×16 pixel chip demonstrate that the sensor is able to detect features at high speed due to the pixel-parallel operation. Over 270 individual processing operations are performed in about 54μsec.
机译:提出了一种紧凑的CMOS视觉传感器,用于检测更高级别的图像特征,例如拐角,结点(T型,X型,Y型)和线顶。这些特征的片上检测大大减少了数据量,因此有利于模式识别的后续处理。传感器以模拟/数字混合模式执行一系列模板匹配操作,以进行各种类型的图像过滤操作,包括细化,方向分解,纠错,设置操作等。模拟操作在当前域中完成。根据晶体管失配的公式,设计程序可以满足精度和速度要求。该架构类似于可以用30位字编程的CNN-UM。实验性16×16像素芯片的结果表明,由于像素并行操作,该传感器能够高速检测特征。在大约54微秒内执行了270多个单独的处理操作。

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