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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
2014 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2014(1)
2016 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2016(1)
Applied Soft Computing Journal(1)
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Ciencias de la computación(2)
Métodos informáticos especiales(2)
Fisiología humana(1)
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Clothing-invariant gait recognition using convolutional neural network
Conference ObjectAbstract: Gait recognition is recognizing human through the style in which they walk. However, the recognitionPalabras claves:Clothing-invariant, Convolutional neural network (CNN), deep learning, Gait energy image (GEI), gait recognitionAutores:Hernán E. Aguirre, Tanaka K., Yeoh T.W.Fuentes:scopusGenetic algorithm assisted by a SVM for feature selection in gait classification
Conference ObjectAbstract: Feature selection is considered an important step for gait pattern recognition. The task of a gait cPalabras claves:feature selection, Gait classification, genetic algorithm (GA), support vector machine (SVM)Autores:Akimoto Y., Hernán E. Aguirre, Tanaka K., Yeoh T.W., Zapotecas-Martínez S.Fuentes:scopusFeature selection in gait classification using geometric PSO assisted by SVM
Conference ObjectAbstract: Gait recognition is used to identify individuals by the way they walk. Recent research in automatedPalabras claves:feature selection, Gait classification, Particle Swarm Optimization, SUPPORT VECTOR MACHINESAutores:Akimoto Y., Hernán E. Aguirre, Tanaka K., Yeoh T.W., Zapotecas-Martínez S.Fuentes:scopusOn the effectiveness of feature selection methods for gait classification under different covariate factors
ArticleAbstract: Gait classification is the problem of recognising individuals by the way in which they walk. The prePalabras claves:Analysis of Variance (ANOVA), Biometrics, feature selection, gait recognition, metaheuristics, Mixed-effects linear modelsAutores:Daolio F., Hernán E. Aguirre, Tanaka K., Yeoh T.W.Fuentes:scopusStacked progressive auto-encoders for clothing-invariant gait recognition
Conference ObjectAbstract: Gait recognition has been considered as an unique and useful biometric for person identification atPalabras claves:Clothing-invariant, Gait energy image (GEI), gait recognition, Stacked progressive auto-encoders (SPAE)Autores:Hernán E. Aguirre, Tanaka K., Yeoh T.W.Fuentes:scopus