{"id":"https://openalex.org/W2142709933","doi":"https://doi.org/10.1109/icip.2009.5414171","title":"Bayesian image segmentation with mean shift","display_name":"Bayesian image segmentation with mean shift","publication_year":2009,"publication_date":"2009-11-01","ids":{"openalex":"https://openalex.org/W2142709933","doi":"https://doi.org/10.1109/icip.2009.5414171","mag":"2142709933"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2009.5414171","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2009.5414171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 16th IEEE International Conference on Image Processing (ICIP)","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/A5066119228","display_name":"Huiyu Zhou","orcid":"https://orcid.org/0000-0003-1634-9840"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Huiyu Zhou","raw_affiliation_strings":["Queen's University Belfast, Belfast, UK","Queen's University Belfast, BT3 9DT, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Queen's University Belfast, Belfast, UK","institution_ids":["https://openalex.org/I126231945"]},{"raw_affiliation_string":"Queen's University Belfast, BT3 9DT, United Kingdom","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105462955","display_name":"Gerald Schaefer","orcid":"https://orcid.org/0000-0003-1292-7674"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gerald Schaefer","raw_affiliation_strings":["Loughborough University, Loughborough, UK","Loughborough University, LE11 3TU, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Loughborough University, Loughborough, UK","institution_ids":["https://openalex.org/I143804889"]},{"raw_affiliation_string":"Loughborough University, LE11 3TU, United Kingdom","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007288104","display_name":"M. Emre Celebi","orcid":"https://orcid.org/0000-0002-2721-6317"},"institutions":[{"id":"https://openalex.org/I26489229","display_name":"Louisiana State University in Shreveport","ror":"https://ror.org/02c4cbt39","country_code":"US","type":"education","lineage":["https://openalex.org/I26489229"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Emre Celebi","raw_affiliation_strings":["Louisiana State University, Shreveport, LA, USA","Louisiana State University, Shreveport, LA 71115, United States"],"affiliations":[{"raw_affiliation_string":"Louisiana State University, Shreveport, LA, USA","institution_ids":["https://openalex.org/I26489229"]},{"raw_affiliation_string":"Louisiana State University, Shreveport, LA 71115, United States","institution_ids":["https://openalex.org/I26489229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051175363","display_name":"Minrui Fei","orcid":"https://orcid.org/0000-0002-7804-077X"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minrui Fei","raw_affiliation_strings":["Shanghai University, Shanghai, China","Shanghai University, 200072, China"],"affiliations":[{"raw_affiliation_string":"Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"Shanghai University, 200072, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5066119228"],"corresponding_institution_ids":["https://openalex.org/I126231945"],"apc_list":null,"apc_paid":null,"fwci":1.3515,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.85536296,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2405","last_page":"2408"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9718999862670898,"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/mean-shift","display_name":"Mean-shift","score":0.868057906627655},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.7895051836967468},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7301009893417358},{"id":"https://openalex.org/keywords/markov-random-field","display_name":"Markov random field","score":0.6863743662834167},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.6134016513824463},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.6044315099716187},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5964459776878357},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5753985643386841},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5565052628517151},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.478920578956604},{"id":"https://openalex.org/keywords/dirichlet-process","display_name":"Dirichlet process","score":0.4551245868206024},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41852471232414246},{"id":"https://openalex.org/keywords/region-growing","display_name":"Region growing","score":0.41018882393836975},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3853629231452942},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.2819212079048157}],"concepts":[{"id":"https://openalex.org/C48548287","wikidata":"https://www.wikidata.org/wiki/Q6803557","display_name":"Mean-shift","level":3,"score":0.868057906627655},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.7895051836967468},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7301009893417358},{"id":"https://openalex.org/C2778045648","wikidata":"https://www.wikidata.org/wiki/Q176827","display_name":"Markov random field","level":4,"score":0.6863743662834167},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.6134016513824463},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.6044315099716187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5964459776878357},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5753985643386841},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5565052628517151},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.478920578956604},{"id":"https://openalex.org/C2781280628","wikidata":"https://www.wikidata.org/wiki/Q5280766","display_name":"Dirichlet process","level":3,"score":0.4551245868206024},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41852471232414246},{"id":"https://openalex.org/C206824153","wikidata":"https://www.wikidata.org/wiki/Q1169834","display_name":"Region growing","level":5,"score":0.41018882393836975},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3853629231452942},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.2819212079048157}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2009.5414171","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2009.5414171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 16th IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/b9187379-bd93-4848-98f5-75e05a6422b7","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=77951966664&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zhou, H, Schaefer, G, Celebi, M E & Fei, M R 2009, 'Bayesian image segmentation with mean shift', Paper presented at IEEE International Conference on Image Processing, Cairo, Egypt, 01/11/2009 - 01/11/2009 pp. 2405-2408.","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1975559841","https://openalex.org/W1997063559","https://openalex.org/W2001572836","https://openalex.org/W2020999234","https://openalex.org/W2049694710","https://openalex.org/W2067191022","https://openalex.org/W2069429561","https://openalex.org/W2104094303","https://openalex.org/W2111727749","https://openalex.org/W2121927366","https://openalex.org/W2163025304"],"related_works":["https://openalex.org/W2365032270","https://openalex.org/W2370307590","https://openalex.org/W2394279717","https://openalex.org/W1985909722","https://openalex.org/W2551987074","https://openalex.org/W2364730859","https://openalex.org/W4281943322","https://openalex.org/W2359699469","https://openalex.org/W3144569342","https://openalex.org/W2353364291"],"abstract_inverted_index":{"Image":[0],"segmentation":[1,25,44,78],"plays":[2],"a":[3,13,32,49],"key":[4],"role":[5],"in":[6],"many":[7],"image":[8,43,65],"content":[9],"analysis":[10],"applications,":[11],"and":[12,64],"lot":[14],"of":[15,23,61],"effort":[16],"has":[17],"aimed":[18],"at":[19],"improving":[20],"the":[21,56,59,68,76,81],"performance":[22],"established":[24],"algorithms.":[26],"In":[27],"this":[28],"paper,":[29],"we":[30],"present":[31],"mean":[33,50,60],"shift-based":[34],"combined":[35],"Dirichlet":[36],"process":[37,52],"mixture":[38],"(MDP)/Markov":[39],"Random":[40],"Field":[41],"(MRF)":[42],"algorithm.":[45,84],"Our":[46],"method":[47],"incorporates":[48],"shift":[51],"to":[53],"iteratively":[54],"reduce":[55],"difference":[57],"between":[58],"cluster":[62],"centres":[63],"pixels":[66],"within":[67],"standard":[69],"MDP/MRF":[70,83],"procedure.":[71],"Experimental":[72],"results":[73],"show":[74],"that":[75],"proposed":[77],"technique":[79],"outperforms":[80],"classical":[82]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
