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Edge detection of range images using genetic neural networks
Authors:FAN Jian-ying  DU Ying  ZHOU Yang  WANG Yang
Institution:Department of Measurement-Control Technology & Instrument;Harbin University of Science & Technology;Harbin 150080;P. R. China
Abstract:Due to the complexity and asymmetrical illumination, the images of object are difficult to be effectively segmented by some routine method. In this paper, a kind of edge detection method based on image features and genetic algorithms neural network for range images was proposed. Fully considering the essential difference between an edge point and a noise point, some characteristic parameters were extracted from range maps as the input nodes of the network in the algorithm. Firstly, a genetic neural network ...
Keywords:range image  neural networks  genetic algorithms  
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