{"id":"https://openalex.org/W2006664503","doi":"https://doi.org/10.1109/icip.2010.5653846","title":"An evolving MoG for online image sequence segmentation","display_name":"An evolving MoG for online image sequence segmentation","publication_year":2010,"publication_date":"2010-09-01","ids":{"openalex":"https://openalex.org/W2006664503","doi":"https://doi.org/10.1109/icip.2010.5653846","mag":"2006664503"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2010.5653846","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2010.5653846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Image Processing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5001719684","display_name":"Cyril Charron","orcid":"https://orcid.org/0000-0002-7328-525X"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cyril Charron","raw_affiliation_strings":["Cardiff University, Cardiff, UK","Cardiff University, Queen's Buildings, The Parade, Wales, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiff University, Cardiff, UK","institution_ids":["https://openalex.org/I79510175"]},{"raw_affiliation_string":"Cardiff University, Queen's Buildings, The Parade, Wales, UK","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010194843","display_name":"Yulia Hicks","orcid":"https://orcid.org/0000-0002-7179-4587"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yulia Hicks","raw_affiliation_strings":["Cardiff University, Cardiff, UK","Cardiff University, Queen's Buildings, The Parade, Wales, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiff University, Cardiff, UK","institution_ids":["https://openalex.org/I79510175"]},{"raw_affiliation_string":"Cardiff University, Queen's Buildings, The Parade, Wales, UK","institution_ids":["https://openalex.org/I79510175"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I79510175"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":null,"first_page":"2189","last_page":"2192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9976000189781189,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9976000189781189,"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":0.996999979019165,"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":0.9966999888420105,"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":0.7699608206748962},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.756925642490387},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.698771059513092},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6353711485862732},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6318028569221497},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5885473489761353},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5767282247543335},{"id":"https://openalex.org/keywords/market-segmentation","display_name":"Market segmentation","score":0.5532894134521484},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5104769468307495},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48762908577919006},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.46761617064476013},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4473409950733185}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7699608206748962},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.756925642490387},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.698771059513092},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6353711485862732},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6318028569221497},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5885473489761353},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5767282247543335},{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.5532894134521484},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5104769468307495},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48762908577919006},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.46761617064476013},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4473409950733185},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2010.5653846","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2010.5653846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Image Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:https://orca.cardiff.ac.uk:20805","is_oa":false,"landing_page_url":"https://orca.cardiff.ac.uk/id/eprint/20805/","pdf_url":null,"source":{"id":"https://openalex.org/S7407055383","display_name":"ORCA Online Research @Cardiff","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference or Workshop Item - published"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G883438728","display_name":null,"funder_award_id":"EP/E017576/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1950703464","https://openalex.org/W1973654923","https://openalex.org/W2015245929","https://openalex.org/W2067191022","https://openalex.org/W2104666084","https://openalex.org/W2126789858","https://openalex.org/W2128700566","https://openalex.org/W2150960547","https://openalex.org/W2152695155","https://openalex.org/W2158911078","https://openalex.org/W2160560153","https://openalex.org/W6675921357","https://openalex.org/W6682305685","https://openalex.org/W6683889009"],"related_works":["https://openalex.org/W2592395359","https://openalex.org/W2535231171","https://openalex.org/W2045342254","https://openalex.org/W1501331687","https://openalex.org/W2326647871","https://openalex.org/W4205247302","https://openalex.org/W2468652214","https://openalex.org/W2501551404","https://openalex.org/W2130144716","https://openalex.org/W1504527458"],"abstract_inverted_index":{"When":[0],"segmenting":[1],"image":[2],"sequences,":[3],"it":[4],"is":[5,94],"important":[6],"to":[7,32,42,63,82,105,115],"ensure":[8],"the":[9,12,44,57,66,70,75,78,90,101,110,113,117,126],"coherency":[10],"of":[11,29,46,56,69,77,112,119],"produced":[13],"segments":[14],"across":[15],"successive":[16],"frames.":[17],"In":[18,73],"this":[19],"paper,":[20],"we":[21],"present":[22],"a":[23,27,38,51],"method":[24,93],"for":[25,122],"evolving":[26,58],"Mixture":[28],"Gaussian":[30],"(MoG)":[31],"produce":[33],"such":[34],"coherent":[35],"segments.":[36],"Using":[37],"MoG":[39,59,79],"allows":[40],"us":[41],"select":[43],"number":[45,118],"components":[47,120],"automatically":[48,121],"and":[49,100],"in":[50,89,125],"principled":[52],"way.":[53],"The":[54,92],"parameters":[55],"can":[60,80],"vary":[61,81],"smoothly":[62],"track":[64],"online":[65],"continuous":[67],"evolution":[68],"feature's":[71],"distribution.":[72],"addition,":[74],"complexity":[76],"cope":[83],"with":[84],"incoming":[85],"or":[86],"disappearing":[87],"objects":[88],"sequence.":[91],"tested":[95],"on":[96],"several":[97],"video":[98],"sequences":[99],"results":[102],"are":[103],"compared":[104],"another":[106],"method,":[107],"which":[108],"shows":[109],"advantage":[111],"ability":[114],"change":[116],"tracking":[123],"changes":[124],"scene.":[127]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
