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Emerging Trends in Image Processing, Computer Vision and Pattern Recognition by Hamid R Arabnia, Leonidas Deligiannidis

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Chapter 38

Detection and matching of object using proposed signature

Hany A. Elsalamony    Mathematics Department, Faculty of Science, Helwan University, Cairo, Egypt

Abstract

Most of algorithms of object detection and classifications are only locating regions in the image, whether it is within a template-sliding mask or interested region blobs. However, such regions may be ambiguous, especially when the object of interest is very small, unclear, or anything else. This chapter presents proposed algorithm for automatic object detection and matching based on its own proposed signature using morphological segmentation tools. Moreover, the algorithm tries to match the objects; neither among object's blobs nor among regions of interest; but among ...

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