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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(1)
Lecture Notes in Electrical Engineering(1)
Neurocomputing(1)
Proceedings of the Adaptive and Learning Agents Workshop 2012, ALA 2012 - Held in Conjunction with the 11th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2012(1)
Sensors (Switzerland)(1)
Adaptive feature descriptor selection based on a multi-table reinforcement learning strategy
ArticleAbstract: This paper presents and evaluates a framework to improve the performance of visual object classificaPalabras claves:Bag of features, Descriptors, Q-Learning, reinforcement learningAutores:A. D. Sappa, Angel D. Sappa, Piñol M., Toledo R.Fuentes:googlescopusFeature selection based on reinforcement learning for object recognition
Conference ObjectAbstract: This paper presents a novel method that allows learning the best feature that describes a given imagPalabras claves:Object recognition, Q-Learning, reinforcement learning, Visual feature descriptorsAutores:A. D. Sappa, Angel D. Sappa, López A., Piñol M., Toledo R.Fuentes:googlescopusMulti-table reinforcement learning for visual object recognition
Conference ObjectAbstract: This paper presents a bag of feature based method for visual object recognition. Our contribution isPalabras claves:Artificial Intelligence, Object recognition, reinforcement learningAutores:A. D. Sappa, Angel D. Sappa, Piñol M., Toledo R.Fuentes:googlescopusMultispectral image feature points
ArticleAbstract: This paper presents a novel feature point descriptor for the multispectral image case: Far-InfraredPalabras claves:Color and infrared images, Feature point descriptor, Multispectral image descriptorAutores:A. D. Sappa, Aguilera C., Angel D. Sappa, Barrera F., Lumbreras Ruiz F., Toledo R.Fuentes:googlescopusMultispectral stereo image correspondence
Conference ObjectAbstract: This paper presents a novel multispectral stereo image correspondence approach. It is evaluated usinPalabras claves:Autores:A. D. Sappa, Angel D. Sappa, Pistarelli M.D., Toledo R.Fuentes:googlescopus