Evaluation of sets of oriented and non-oriented receptive fields as local descriptors

Local descriptors are increasingly used for the task of object recognition because of their perceived robustness with respect to occlusions and to global geometrical deformations. We propose a performance criterion for a local descriptor based on the tradeoff between selectivity and invariance. In t...

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Bibliographic Details
Main Authors: Yokono, Jerry Jun, Poggio, Tomaso
Language:en_US
Published: 2004
Subjects:
Online Access:http://hdl.handle.net/1721.1/7284