Non-linear image processing in hardware

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摘要

A new ASIC capable of computing rank order filters, weighted rank order filters, standard erosion and dilation, soft erosion and dilation, order statistic soft erosion and dilation, fuzzy erosion and dilation and fuzzy soft erosion and dilation is presented in this paper. Its function is based on local histogram and a successive approximation technique and performs on 3×3-pixel image windows. The hardware complexity of the proposed structure is linearly related to both image data window size and pixel resolution. The dimensions of the core of the proposed ASIC are 2.88 mm×2.8 mm=8.06 mm2 and its die size dimensions are 3.72 mm×3.64 mm=13.54 mm2. It executes 3.5×106 non-linear filter operations per second.

论文关键词:Machine vision,Non-linear filters,Mathematical morphology,Fuzzy image processing,VLSI

论文评审过程:Received 1 October 1998, Revised 2 May 1999, Accepted 23 June 1999, Available online 7 June 2001.

论文官网地址:https://doi.org/10.1016/S0031-3203(99)00161-2