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Abstract: We present an approach to the recognition of complex-shaped objects in cluttered environments based on edge information. We first use example images of a target object in typical environments to train a classifier cascade that determines whether edge pixels in an image belong to an instance of the desired object or the clutter. Presented with a novel image, we use the cascade to discard clutter edge pixels and group the object edge pixels into overall detections of the object. The features... (Update)
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BibTeX entry: (Update)
Owen Carmichael and Martial Hebert. Shape-based recognition of wiry objects. In Proceedings IEEE Conference On Computer Vision And Pattern Recognition, 2003. http://citeseer.ist.psu.edu/article/carmichael03shapebased.html More
@misc{ carmichael03shapebased,
author = "O. Carmichael and M. Hebert",
title = "Shape-based recognition of wiry objects",
text = "Owen Carmichael and Martial Hebert. Shape-based recognition of wiry objects.
In Proceedings IEEE Conference On Computer Vision And Pattern Recognition,
2003.",
year = "2003",
url = "citeseer.ist.psu.edu/article/carmichael03shapebased.html" }
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