Nonnegative Matrix Factorizations Performing Object Detection and Localization

We study the problem of detecting and localizing objects in still, gray-scale images making use of the part-based representation provided by nonnegative matrix factorizations. Nonnegative matrix factorization represents an emerging example of subspace methods, which is able to extract interpretable...

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Bibliographic Details
Main Authors: G. Casalino, N. Del Buono, M. Minervini
Format: Article
Language:English
Published: Wiley 2012-01-01
Series:Applied Computational Intelligence and Soft Computing
Online Access:http://dx.doi.org/10.1155/2012/781987
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