{"id":"https://openalex.org/W2096365951","doi":"https://doi.org/10.1109/icme.2002.1035811","title":"Multiple feature temporal models for object detection in video","display_name":"Multiple feature temporal models for object detection in video","publication_year":2003,"publication_date":"2003-06-25","ids":{"openalex":"https://openalex.org/W2096365951","doi":"https://doi.org/10.1109/icme.2002.1035811","mag":"2096365951"},"language":"en","primary_location":{"id":"doi:10.1109/icme.2002.1035811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2002.1035811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. IEEE International Conference on Multimedia and Expo","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015682416","display_name":"Jon S\u00e1nchez","orcid":"https://orcid.org/0000-0002-7236-4474"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"J.M. Sanchez","raw_affiliation_strings":["Computer Vision Center and Department dE28099Informhtica, Edifici Q, Universitat Aut\u00f2noma de Barcelona, Bellaterra, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Vision Center and Department dE28099Informhtica, Edifici Q, Universitat Aut\u00f2noma de Barcelona, Bellaterra, Spain","institution_ids":["https://openalex.org/I123044942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005841775","display_name":"Xavier Binefa","orcid":"https://orcid.org/0000-0002-4324-9952"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"X. Binefa","raw_affiliation_strings":["Computer Vision Center and Department dE28099Informhtica, Edifici Q, Universitat Aut\u00f2noma de Barcelona, Bellaterra, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Vision Center and Department dE28099Informhtica, Edifici Q, Universitat Aut\u00f2noma de Barcelona, Bellaterra, Spain","institution_ids":["https://openalex.org/I123044942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088235357","display_name":"John R. Kender","orcid":"https://orcid.org/0009-0009-2522-053X"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J.R. Kender","raw_affiliation_strings":["Department of Computer Science, Columbia University, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Columbia University, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015682416"],"corresponding_institution_ids":["https://openalex.org/I123044942"],"apc_list":null,"apc_paid":null,"fwci":0.2669,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57683163,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"433","last_page":"436"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7938491106033325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7568442225456238},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6838505268096924},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6029975414276123},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5967767238616943},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.567829430103302},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5432611107826233},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.5305517315864563},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5219789743423462},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5072333812713623},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4983980655670166},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4911286532878876},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.48816901445388794},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4761100709438324},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.46055400371551514},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4426555633544922},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4339252710342407},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.41031962633132935},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2645154893398285},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0849561095237732}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7938491106033325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7568442225456238},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6838505268096924},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6029975414276123},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5967767238616943},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.567829430103302},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5432611107826233},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.5305517315864563},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5219789743423462},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5072333812713623},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4983980655670166},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4911286532878876},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.48816901445388794},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4761100709438324},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.46055400371551514},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4426555633544922},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4339252710342407},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.41031962633132935},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2645154893398285},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0849561095237732},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme.2002.1035811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2002.1035811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. IEEE International Conference on Multimedia and Expo","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W116144545","https://openalex.org/W1997600326","https://openalex.org/W2115763357","https://openalex.org/W2123977795","https://openalex.org/W2146578319","https://openalex.org/W2151709124","https://openalex.org/W2160762193","https://openalex.org/W3214102110","https://openalex.org/W6604761111","https://openalex.org/W6804270185"],"related_works":["https://openalex.org/W2053269318","https://openalex.org/W2364370872","https://openalex.org/W2097963413","https://openalex.org/W2294335174","https://openalex.org/W2025614924","https://openalex.org/W3145575561","https://openalex.org/W2001275470","https://openalex.org/W2073996508","https://openalex.org/W1591475660","https://openalex.org/W2164162849"],"abstract_inverted_index":{"We":[0,71],"present":[1],"a":[2,68,84],"general":[3],"object":[4,66,96],"detection":[5],"system":[6],"for":[7],"video":[8],"sequences":[9],"based":[10,36],"on":[11,37,74],"the":[12,15,38,56,60,91,95,98],"characterization":[13,34],"of":[14,18,40,59,90,94],"temporal":[16,57],"behavior":[17,58],"multiple":[19,41],"image":[20],"features,":[21],"as":[22,24],"well":[23],"any":[25],"dependency":[26],"relationships":[27],"that":[28,62],"may":[29],"exist":[30],"between":[31],"them.":[32],"This":[33],"is":[35],"coupling":[39],"Markov":[42,49],"chains":[43],"and":[44,81],"its":[45],"generalization":[46],"to":[47],"coupled":[48],"random":[50],"fields.":[51],"The":[52],"model":[53],"automatically":[54],"learns":[55],"features":[61],"better":[63],"characterize":[64],"an":[65],"from":[67],"training":[69],"sequence.":[70],"show":[72],"experiments":[73],"generic":[75],"news":[76],"videos":[77],"with":[78,87],"cluttered":[79],"backgrounds":[80],"we":[82],"propose":[83],"multi-scale":[85],"process":[86],"automatic":[88],"selection":[89],"optimal":[92],"scale":[93],"in":[97],"scene.":[99]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}