{"id":"https://openalex.org/W1977223780","doi":"https://doi.org/10.3390/s140203130","title":"Incremental Structured Dictionary Learning for Video Sensor-Based Object Tracking","display_name":"Incremental Structured Dictionary Learning for Video Sensor-Based Object Tracking","publication_year":2014,"publication_date":"2014-02-17","ids":{"openalex":"https://openalex.org/W1977223780","doi":"https://doi.org/10.3390/s140203130","mag":"1977223780","pmid":"https://pubmed.ncbi.nlm.nih.gov/24549252"},"language":"en","primary_location":{"id":"doi:10.3390/s140203130","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s140203130","pdf_url":"https://www.mdpi.com/1424-8220/14/2/3130/pdf?version=1403346593","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/14/2/3130/pdf?version=1403346593","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001931607","display_name":"Ming Xue","orcid":"https://orcid.org/0000-0003-1976-3238"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ming Xue","raw_affiliation_strings":["Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai 200240, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai 200240, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101850449","display_name":"Hua Yang","orcid":"https://orcid.org/0000-0002-0417-234X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Yang","raw_affiliation_strings":["Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai 200240, China","Shanghai Key Laboratory of Digital Media Processing and Transmissions, Shanghai 200240, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai 200240, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Key Laboratory of Digital Media Processing and Transmissions, Shanghai 200240, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100943078","display_name":"Shibao Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shibao Zheng","raw_affiliation_strings":["Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai 200240, China","Shanghai Key Laboratory of Digital Media Processing and Transmissions, Shanghai 200240, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai 200240, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Key Laboratory of Digital Media Processing and Transmissions, Shanghai 200240, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101704070","display_name":"Yi Zhou","orcid":"https://orcid.org/0000-0002-3982-9145"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Zhou","raw_affiliation_strings":["Department of Electronics Engineering, Dalian Maritime University, Dalian 116026, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, Dalian Maritime University, Dalian 116026, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102079329","display_name":"Zhenghua Yu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhenghua Yu","raw_affiliation_strings":["Bocom Smart Network Technologies Inc., Shanghai 200233, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bocom Smart Network Technologies Inc., Shanghai 200233, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5001931607"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.8024,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76690126,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"14","issue":"2","first_page":"3130","last_page":"3155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994000196456909,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994000196456909,"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/T10057","display_name":"Face and Expression Recognition","score":0.9836999773979187,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9794999957084656,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.8921630382537842},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7215160131454468},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6974036693572998},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5902550220489502},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.5811347961425781},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5674448609352112},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.4907549321651459},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3822610080242157},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.363059401512146},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3438560366630554}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8921630382537842},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7215160131454468},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6974036693572998},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5902550220489502},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5811347961425781},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5674448609352112},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.4907549321651459},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3822610080242157},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.363059401512146},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3438560366630554}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s140203130","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s140203130","pdf_url":"https://www.mdpi.com/1424-8220/14/2/3130/pdf?version=1403346593","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:24549252","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24549252","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:4b85eaa3051e4850b37ee3e39b36b3be","is_oa":true,"landing_page_url":"https://doaj.org/article/4b85eaa3051e4850b37ee3e39b36b3be","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 14, Iss 2, Pp 3130-3155 (2014)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:2939579","is_oa":true,"landing_page_url":"http://europepmc.org/articles/PMC3958219","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:3958219","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3958219","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s140203130","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s140203130","pdf_url":"https://www.mdpi.com/1424-8220/14/2/3130/pdf?version=1403346593","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1471821242","https://openalex.org/W1594797543","https://openalex.org/W1965030815","https://openalex.org/W1981219153","https://openalex.org/W1985560977","https://openalex.org/W1995903777","https://openalex.org/W1999788504","https://openalex.org/W2002406878","https://openalex.org/W2016075127","https://openalex.org/W2021312903","https://openalex.org/W2027805700","https://openalex.org/W2031489346","https://openalex.org/W2047237558","https://openalex.org/W2066513304","https://openalex.org/W2070644787","https://openalex.org/W2094512386","https://openalex.org/W2094687131","https://openalex.org/W2098854771","https://openalex.org/W2102625004","https://openalex.org/W2109579504","https://openalex.org/W2112447569","https://openalex.org/W2113577207","https://openalex.org/W2118585731","https://openalex.org/W2121193292","https://openalex.org/W2122825543","https://openalex.org/W2124211486","https://openalex.org/W2125202975","https://openalex.org/W2139047213","https://openalex.org/W2140123786","https://openalex.org/W2157785665","https://openalex.org/W2162919312","https://openalex.org/W2170865122","https://openalex.org/W4235713725","https://openalex.org/W6662317391","https://openalex.org/W6676727762","https://openalex.org/W6677656871","https://openalex.org/W6684986104"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2761785940","https://openalex.org/W2110523656","https://openalex.org/W1482209366","https://openalex.org/W2521627374"],"abstract_inverted_index":{"To":[0,57],"tackle":[1],"robust":[2],"object":[3],"tracking":[4,110],"for":[5,53],"video":[6],"sensor-based":[7],"applications,":[8],"an":[9],"online":[10],"discriminative":[11,16,27],"algorithm":[12,111],"based":[13,69],"on":[14,70,98],"incremental":[15],"structured":[17],"dictionary":[18,28,80],"learning":[19],"(IDSDL-VT)":[20],"is":[21,36,51,76],"presented.":[22],"In":[23],"our":[24],"framework,":[25],"a":[26,46,64,71,113],"combining":[29],"both":[30],"positive,":[31],"negative":[32],"and":[33,61,95],"trivial":[34],"patches":[35],"designed":[37],"to":[38,87],"sparsely":[39],"represent":[40],"the":[41,59,79,82,90,108],"overlapped":[42],"target":[43,91],"patches.":[44],"Then,":[45],"local":[47],"update":[48],"(LU)":[49],"strategy":[50],"proposed":[52,109],"sparse":[54],"coefficient":[55],"learning.":[56],"formulate":[58],"training":[60],"classification":[62],"process,":[63],"multiple":[65],"linear":[66],"classifier":[67],"group":[68],"K-combined":[72],"voting":[73],"(KCV)":[74],"function":[75],"proposed.":[77],"As":[78],"evolves,":[81],"models":[83],"are":[84],"also":[85,118],"trained":[86],"timely":[88],"adapt":[89],"appearance":[92],"variation.":[93],"Qualitative":[94],"quantitative":[96],"evaluations":[97],"challenging":[99],"image":[100],"sequences":[101],"compared":[102],"with":[103],"state-of-the-art":[104],"algorithms":[105],"demonstrate":[106],"that":[107],"achieves":[112],"more":[114],"favorable":[115],"performance.":[116],"We":[117],"illustrate":[119],"its":[120],"relay":[121],"application":[122],"in":[123],"visual":[124],"sensor":[125],"networks.":[126]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}