{"id":"https://openalex.org/W2126496262","doi":"https://doi.org/10.1109/cvpr.2003.1211382","title":"Object segmentation in videos from moving camera with MRFs on color and motion features","display_name":"Object segmentation in videos from moving camera with MRFs on color and motion features","publication_year":2003,"publication_date":"2003-11-04","ids":{"openalex":"https://openalex.org/W2126496262","doi":"https://doi.org/10.1109/cvpr.2003.1211382","mag":"2126496262"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr.2003.1211382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2003.1211382","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings.","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11380/308160","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030948871","display_name":"Rita Cucchiara","orcid":"https://orcid.org/0000-0002-2239-283X"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"R. Cucchiara","raw_affiliation_strings":["D.I.I., University of Modena and Reggio Emilia, Modena, Italy","University of Modena and Reggio Emilia, Modena Italy"],"affiliations":[{"raw_affiliation_string":"D.I.I., University of Modena and Reggio Emilia, Modena, Italy","institution_ids":["https://openalex.org/I122346577"]},{"raw_affiliation_string":"University of Modena and Reggio Emilia, Modena Italy","institution_ids":["https://openalex.org/I122346577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024502896","display_name":"Andrea Prati","orcid":"https://orcid.org/0000-0002-1211-529X"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Prati","raw_affiliation_strings":["D.I.I., University of Modena and Reggio Emilia, Modena, Italy","University of Modena and Reggio Emilia, Modena Italy"],"affiliations":[{"raw_affiliation_string":"D.I.I., University of Modena and Reggio Emilia, Modena, Italy","institution_ids":["https://openalex.org/I122346577"]},{"raw_affiliation_string":"University of Modena and Reggio Emilia, Modena Italy","institution_ids":["https://openalex.org/I122346577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081341599","display_name":"Roberto Vezzani","orcid":"https://orcid.org/0000-0002-1046-6870"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"R. Vezzani","raw_affiliation_strings":["D.I.I., University of Modena and Reggio Emilia, Modena, Italy","University of Modena and Reggio Emilia, Modena Italy"],"affiliations":[{"raw_affiliation_string":"D.I.I., University of Modena and Reggio Emilia, Modena, Italy","institution_ids":["https://openalex.org/I122346577"]},{"raw_affiliation_string":"University of Modena and Reggio Emilia, Modena Italy","institution_ids":["https://openalex.org/I122346577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5030948871"],"corresponding_institution_ids":["https://openalex.org/I122346577"],"apc_list":null,"apc_paid":null,"fwci":1.6151,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.84891648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"3","issue":null,"first_page":"I","last_page":"405"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994999766349792,"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":0.9994999766349792,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9991999864578247,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9986000061035156,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.8297019004821777},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.779274582862854},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7320341467857361},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7013729810714722},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5804001092910767},{"id":"https://openalex.org/keywords/markov-random-field","display_name":"Markov random field","score":0.5426483750343323},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.522427499294281},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4672538936138153},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.42659732699394226},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19184109568595886}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8297019004821777},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.779274582862854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7320341467857361},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7013729810714722},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5804001092910767},{"id":"https://openalex.org/C2778045648","wikidata":"https://www.wikidata.org/wiki/Q176827","display_name":"Markov random field","level":4,"score":0.5426483750343323},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.522427499294281},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4672538936138153},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.42659732699394226},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19184109568595886},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/cvpr.2003.1211382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2003.1211382","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings.","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.101.4001","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.101.4001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://imagelab.ing.unimore.it/Pubblicazioni/pubblicazioni/cvpr03.pdf","raw_type":"text"},{"id":"pmh:oai:air.iuav.it:11578/7534","is_oa":false,"landing_page_url":"http://hdl.handle.net/11578/7534","pdf_url":null,"source":{"id":"https://openalex.org/S4306400547","display_name":"AirIuav (Universit\u00e0 Iuav di Venezia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11986463","host_organization_name":"Universit\u00e0 Iuav di Venezia","host_organization_lineage":["https://openalex.org/I11986463"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.unimore.it:11380/308160","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/308160","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:iris.unimore.it:11380/308160","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/308160","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1494832935","https://openalex.org/W1827456714","https://openalex.org/W1856555211","https://openalex.org/W1887625960","https://openalex.org/W1935063781","https://openalex.org/W1997399126","https://openalex.org/W2082227015","https://openalex.org/W2083035888","https://openalex.org/W2094738442","https://openalex.org/W2096579040","https://openalex.org/W2116367120","https://openalex.org/W2132674325","https://openalex.org/W2135609825","https://openalex.org/W2143023146","https://openalex.org/W2171239597","https://openalex.org/W6674320367","https://openalex.org/W6679310076"],"related_works":["https://openalex.org/W1972035260","https://openalex.org/W4233585817","https://openalex.org/W1522196789","https://openalex.org/W2016045932","https://openalex.org/W1675950995","https://openalex.org/W2188882668","https://openalex.org/W2004379491","https://openalex.org/W2088323302","https://openalex.org/W1998269854","https://openalex.org/W2083140487"],"abstract_inverted_index":{"In":[0],"this":[1,80],"paper":[2],"we":[3,47],"address":[4],"the":[5,52,103],"problem":[6],"of":[7,54,102,120],"fast":[8,72],"segmenting":[9],"moving":[10,16,23],"objects":[11],"in":[12,67],"video":[13],"acquired":[14],"by":[15,35,51],"camera":[17],"or":[18],"more":[19],"generally":[20],"with":[21,98],"a":[22,31,36,71,82,99],"background.":[24],"We":[25],"present":[26],"an":[27,92],"approach":[28],"based":[29],"on":[30,38,109],"color":[32],"segmentation":[33,73],"followed":[34],"region-merging":[37],"motion":[39,104],"through":[40],"Markov":[41],"random":[42],"fields":[43],"(MRFs).":[44],"The":[45],"technique":[46],"propose":[48],"is":[49],"inspired":[50],"work":[53],"Gelgon":[55],"and":[56,91,112],"Bouthemy":[57],"(2000),":[58],"that":[59],"has":[60],"been":[61],"modified":[62,83],"to":[63,69,117],"reduce":[64],"computational":[65],"cost":[66],"order":[68],"achieve":[70],"(about":[74],"ten":[75],"frame":[76],"per":[77],"second).":[78],"To":[79],"aim":[81],"region":[84,89],"matching":[85],"algorithm":[86,97],"(namely":[87],"partitioned":[88],"matching)":[90],"innovative":[93],"arc-based":[94],"MRF":[95],"optimization":[96],"suitable":[100],"definition":[101],"reliability":[105],"are":[106,115],"proposed.":[107],"Results":[108],"both":[110],"synthetic":[111],"real":[113],"sequences":[114],"reported":[116],"confirm":[118],"validity":[119],"our":[121],"solution.":[122]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
