<> <http://www.w3.org/2000/01/rdf-schema#comment> "The repository administrator has not yet configured an RDF license."^^<http://www.w3.org/2001/XMLSchema#string> . <> <http://xmlns.com/foaf/0.1/primaryTopic> <https://discovery.ucl.ac.uk/id/eprint/10115642> . <https://discovery.ucl.ac.uk/id/eprint/10115642> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Article> . <https://discovery.ucl.ac.uk/id/eprint/10115642> <http://purl.org/dc/terms/title> "Probability-Based Dynamic Time Warping for Gesture Recognition on RGB-D Data"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10115642> <http://purl.org/ontology/bibo/abstract> "Dynamic Time Warping (DTW) is commonly used in gesture recognition tasks in order to tackle the temporal length variability of gestures. In the DTW framework, a set of gesture patterns are compared one by one to a maybe infinite test sequence, and a query gesture category is recognized if a warping cost below a certain threshold is found within the test sequence. Nevertheless, either taking one single sample per gesture category or a set of isolated samples may not encode the variability of such gesture category. In this paper, a probability-based DTW for gesture recognition is proposed. Different samples of the same gesture pattern obtained from RGB-Depth data are used to build a Gaussian-based probabilistic model of the gesture. Finally, the cost of DTW has been adapted accordingly to the new model. The proposed approach is tested in a challenging scenario, showing better performance of the probability-based DTW in comparison to state-of-the-art approaches for gesture recognition on RGB-D data."^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10115642> <http://purl.org/dc/terms/date> "2013" . <https://discovery.ucl.ac.uk/id/document/1219318> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Document> . <https://discovery.ucl.ac.uk/id/eprint/10115642> <http://purl.org/ontology/bibo/volume> "7854" . <https://discovery.ucl.ac.uk/id/org/ext-96d84f45b89b086d613890554336ae21> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Organization> . <https://discovery.ucl.ac.uk/id/org/ext-96d84f45b89b086d613890554336ae21> <http://xmlns.com/foaf/0.1/name> "Springer, Berlin, Heidelberg"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10115642> 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<http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10115642#authors> . <https://discovery.ucl.ac.uk/id/eprint/10115642#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_4> <https://discovery.ucl.ac.uk/id/person/ext-3bdbdd68c3f1427e3115df3749051666> . <https://discovery.ucl.ac.uk/id/eprint/10115642> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-984d1b775c932e7b5d67f65de359f481> . <https://discovery.ucl.ac.uk/id/eprint/10115642> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10115642#authors> . <https://discovery.ucl.ac.uk/id/eprint/10115642#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_5> <https://discovery.ucl.ac.uk/id/person/ext-984d1b775c932e7b5d67f65de359f481> . <https://discovery.ucl.ac.uk/id/eprint/10115642> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-80d78251cb14c46b299d63533ac33771> . <https://discovery.ucl.ac.uk/id/eprint/10115642> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10115642#authors> . <https://discovery.ucl.ac.uk/id/eprint/10115642#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_6> <https://discovery.ucl.ac.uk/id/person/ext-80d78251cb14c46b299d63533ac33771> . <https://discovery.ucl.ac.uk/id/eprint/10115642> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-38be15f82964b05c73638058fb3379b8> . <https://discovery.ucl.ac.uk/id/eprint/10115642> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10115642#authors> . <https://discovery.ucl.ac.uk/id/eprint/10115642#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_7> <https://discovery.ucl.ac.uk/id/person/ext-38be15f82964b05c73638058fb3379b8> . <https://discovery.ucl.ac.uk/id/eprint/10115642> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-e7b6e80ad25b7b225b288d692a8619d2> . <https://discovery.ucl.ac.uk/id/eprint/10115642> 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<https://discovery.ucl.ac.uk/id/person/ext-984d1b775c932e7b5d67f65de359f481> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-984d1b775c932e7b5d67f65de359f481> <http://xmlns.com/foaf/0.1/givenName> "X"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-984d1b775c932e7b5d67f65de359f481> <http://xmlns.com/foaf/0.1/familyName> "Baró"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-984d1b775c932e7b5d67f65de359f481> <http://xmlns.com/foaf/0.1/name> "X Baró"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-7029c0b320c07fc948bf03a68f119b43> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-7029c0b320c07fc948bf03a68f119b43> <http://xmlns.com/foaf/0.1/givenName> "MÃ"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-7029c0b320c07fc948bf03a68f119b43> <http://xmlns.com/foaf/0.1/familyName> "Bautista"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-7029c0b320c07fc948bf03a68f119b43> <http://xmlns.com/foaf/0.1/name> "Mà Bautista"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-3bdbdd68c3f1427e3115df3749051666> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-3bdbdd68c3f1427e3115df3749051666> <http://xmlns.com/foaf/0.1/givenName> "X"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-3bdbdd68c3f1427e3115df3749051666> <http://xmlns.com/foaf/0.1/familyName> "Perez-Sala"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-3bdbdd68c3f1427e3115df3749051666> <http://xmlns.com/foaf/0.1/name> "X Perez-Sala"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-38be15f82964b05c73638058fb3379b8> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-38be15f82964b05c73638058fb3379b8> <http://xmlns.com/foaf/0.1/givenName> "C"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-38be15f82964b05c73638058fb3379b8> <http://xmlns.com/foaf/0.1/familyName> "Angulo"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-38be15f82964b05c73638058fb3379b8> <http://xmlns.com/foaf/0.1/name> "C Angulo"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-80d78251cb14c46b299d63533ac33771> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-80d78251cb14c46b299d63533ac33771> <http://xmlns.com/foaf/0.1/givenName> "O"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-80d78251cb14c46b299d63533ac33771> <http://xmlns.com/foaf/0.1/familyName> "Pujol"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-80d78251cb14c46b299d63533ac33771> <http://xmlns.com/foaf/0.1/name> "O Pujol"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-9e01253e0d52ce8b319a1491c5b017ed> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-9e01253e0d52ce8b319a1491c5b017ed> <http://xmlns.com/foaf/0.1/givenName> "A"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-9e01253e0d52ce8b319a1491c5b017ed> <http://xmlns.com/foaf/0.1/familyName> "Hernández-Vela"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-9e01253e0d52ce8b319a1491c5b017ed> <http://xmlns.com/foaf/0.1/name> "A Hernández-Vela"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-e7b6e80ad25b7b225b288d692a8619d2> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-e7b6e80ad25b7b225b288d692a8619d2> <http://xmlns.com/foaf/0.1/givenName> "S"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-e7b6e80ad25b7b225b288d692a8619d2> <http://xmlns.com/foaf/0.1/familyName> "Escalera"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-e7b6e80ad25b7b225b288d692a8619d2> <http://xmlns.com/foaf/0.1/name> "S Escalera"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10115642> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Article> . <https://discovery.ucl.ac.uk/id/eprint/10115642> <http://purl.org/ontology/bibo/presentedAt> 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