A binary neural shape matcher using Johnson Counters and chain codes

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A binary neural shape matcher using Johnson Counters and chain codes

Images may be matched as whole images or using shape matching. Shape matching requires: identifying edges in the image, finding shapes using the edges and representing the shapes using a suitable metric. A Laplacian edge detector is simple and efficient for identifying the edges of shapes. Chain codes describe shapes using sequences of numbers and may be matched simply, accurately and flexibly....

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Reference ID A Binary Neural Shape Matcher using Johnson Counters and Chain Codes

In this paper, we introduce a neural network-based shape matching algorithm that uses Johnson Counter codes coupled with chain codes. Shape matching is a fundamental requirement in content-based image retrieval systems. Chain codes describe shapes using sequences of numbers. They are simple and flexible. We couple this power with the efficiency and flexibility of a binary associative-memory neu...

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ژورنال

عنوان ژورنال: Neurocomputing

سال: 2009

ISSN: 0925-2312

DOI: 10.1016/j.neucom.2008.07.013