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Bio-Inspired Bags-of-Features for Image Classification

Autor: Ali, W. B. H., Debreuve, E., Pierre Kornprobst, Barlaud, M.

Publikováno v: KDIR-International Conference on Knowledge Discovery and Information Retrieval-2011
KDIR-International Conference on Knowledge Discovery and Information Retrieval-2011, 2011, Paris, France. pp.277-281
Scopus-Elsevier

International audience; The challenge of image classification is based on two key elements: the image representation and the algorithm of classification. In this paper, we revisited the topic of image representation. Classical descriptors such as Bag

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::2a4a1bc3f9eb835d1d02ca17b9c43398
https://hal.inria.fr/hal-00845745

K-nearest neighbor search: Fast GPU-based implementations and application to high-dimensional feature matching.

Autor: Garcia, V., Debreuve, E., Nielsen, F., Barlaud, M.

Publikováno v: 2010 17th IEEE International Conference on Image Processing (ICIP); 2010, p3757-3760, 4p

From descriptor to boosting: Optimizing the k-NN classification rule.

Autor: Bel Haj Ali, W., Piro, P., Debreuve, E., Barlaud, M.

Publikováno v: 2010 International Workshop on Content-Based Multimedia Indexing (CBMI); 2010, p1-5, 5p

Image restoration using a kNN-variant of the mean-shift.

Autor: Angelino, C.V., Debreuve, E., Barlaud, M.

Publikováno v: 2008 15th IEEE International Conference on Image Processing; 2008, p573-576, 4p