{"id":"https://openalex.org/W2412026543","doi":"https://doi.org/10.1109/tcsvt.2016.2576918","title":"Image Segmentation Using Linked Mean-Shift Vectors and Global/Local Attributes","display_name":"Image Segmentation Using Linked Mean-Shift Vectors and Global/Local Attributes","publication_year":2016,"publication_date":"2016-06-07","ids":{"openalex":"https://openalex.org/W2412026543","doi":"https://doi.org/10.1109/tcsvt.2016.2576918","mag":"2412026543"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2016.2576918","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2016.2576918","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-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/A5056061176","display_name":"Hanjoo Cho","orcid":null},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hanjoo Cho","raw_affiliation_strings":["Department of Electrical Engineering, Pohang University of Science and Technology, Pohang, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Pohang University of Science and Technology, Pohang, South Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084904773","display_name":"Suk\u2010Ju Kang","orcid":"https://orcid.org/0000-0002-4809-956X"},"institutions":[{"id":"https://openalex.org/I148751991","display_name":"Sogang University","ror":"https://ror.org/056tn4839","country_code":"KR","type":"education","lineage":["https://openalex.org/I148751991"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Suk-Ju Kang","raw_affiliation_strings":["Department of Electronic Engineering, Sogang University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Sogang University, Seoul, South Korea","institution_ids":["https://openalex.org/I148751991"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100617710","display_name":"Young Hwan Kim","orcid":"https://orcid.org/0000-0002-5532-610X"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Young Hwan Kim","raw_affiliation_strings":["Department of Electrical Engineering, Pohang University of Science and Technology, Pohang, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Pohang University of Science and Technology, Pohang, South Korea","institution_ids":["https://openalex.org/I123900574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056061176"],"corresponding_institution_ids":["https://openalex.org/I123900574"],"apc_list":null,"apc_paid":null,"fwci":1.67,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.89115075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"27","issue":"10","first_page":"2132","last_page":"2140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation 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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation 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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9955000281333923,"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":0.9833999872207642,"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":0.8516346216201782},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6175833344459534},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6156995296478271},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.607326865196228},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5961906909942627},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5526677370071411},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4537995755672455},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3835028409957886}],"concepts":[{"id":"https://openalex.org/C48548287","wikidata":"https://www.wikidata.org/wiki/Q6803557","display_name":"Mean-shift","level":3,"score":0.8516346216201782},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6175833344459534},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6156995296478271},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.607326865196228},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5961906909942627},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5526677370071411},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4537995755672455},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3835028409957886},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcsvt.2016.2576918","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2016.2576918","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"},{"id":"pmh:oai:oasis.postech.ac.kr:2014.oak/38323","is_oa":false,"landing_page_url":"https://oasis.postech.ac.kr/handle/2014.oak/38323","pdf_url":null,"source":{"id":"https://openalex.org/S4306401965","display_name":"Open Access System for Information Sharing (Pohang University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I123900574","host_organization_name":"Pohang University of Science and Technology","host_organization_lineage":["https://openalex.org/I123900574"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322202","display_name":"IC Design Education Center","ror":"https://ror.org/005v57z85"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1508404128","https://openalex.org/W1563733069","https://openalex.org/W1808966389","https://openalex.org/W1969315477","https://openalex.org/W1991748427","https://openalex.org/W1999478155","https://openalex.org/W2000901449","https://openalex.org/W2010975286","https://openalex.org/W2028325042","https://openalex.org/W2037031008","https://openalex.org/W2054649790","https://openalex.org/W2067191022","https://openalex.org/W2068549652","https://openalex.org/W2074738584","https://openalex.org/W2083309241","https://openalex.org/W2084325697","https://openalex.org/W2097323414","https://openalex.org/W2098633863","https://openalex.org/W2100435576","https://openalex.org/W2102338614","https://openalex.org/W2110158442","https://openalex.org/W2115193009","https://openalex.org/W2116373927","https://openalex.org/W2117968515","https://openalex.org/W2121189958","https://openalex.org/W2121927366","https://openalex.org/W2121947440","https://openalex.org/W2141729166","https://openalex.org/W2149107824","https://openalex.org/W2150108058","https://openalex.org/W2214925677","https://openalex.org/W2911708461","https://openalex.org/W3151530552","https://openalex.org/W4206841737","https://openalex.org/W6633796231","https://openalex.org/W6653423199","https://openalex.org/W6675126792","https://openalex.org/W6675377224"],"related_works":["https://openalex.org/W2023748438","https://openalex.org/W2352790313","https://openalex.org/W2129731647","https://openalex.org/W2355406465","https://openalex.org/W1024431332","https://openalex.org/W2545971808","https://openalex.org/W2142709933","https://openalex.org/W2376628591","https://openalex.org/W1522196789","https://openalex.org/W1994653991"],"abstract_inverted_index":{"This":[0],"paper":[1,41],"proposes":[2,42],"novel":[3],"noniterative":[4],"mean-shift-based":[5,16,133,162],"image":[6],"segmentation":[7,141,153,178],"that":[8],"uses":[9,117,193],"global":[10,61,148],"and":[11,23,149,172,183,196],"local":[12,84,92,150],"attributes.":[13],"The":[14,55,91],"existing":[15,131],"methods":[17],"use":[18,145],"a":[19,60,118],"fixed":[20],"range":[21,31,46,66],"bandwidth,":[22],"hence":[24],"their":[25],"accuracy":[26],"is":[27,57,97],"dependent":[28],"on":[29,138],"the":[30,45,49,65,70,76,80,100,103,106,112,114,124,130,136,139,144,147,155,159,189,194,199,203,206,213],"spectrum":[32],"of":[33,69,102,105,146,168,181,205],"an":[34,166],"image.":[35,71],"To":[36],"resolve":[37],"this":[38,40],"dependency,":[39],"to":[43,52,73,110],"modify":[44],"kernel":[47],"in":[48,174],"mean-shift":[50],"process":[51,208],"be":[53],"anisotropic.":[54],"modification":[56],"conducted":[58],"using":[59],"attribute":[62,93],"defined":[63,98],"as":[64,99],"covariance":[67],"matrix":[68],"Further,":[72,186],"alleviate":[74],"oversegmentation,":[75],"proposed":[77,115,156,200],"method":[78,116,157,163,201],"merges":[79],"segments":[81],"having":[82],"similar":[83],"attributes":[85,151],"more":[86],"aggressively":[87],"than":[88],"other":[89],"segments.":[90],"for":[94,123],"each":[95],"segment":[96],"sum":[101],"variances":[104],"chromatic":[107],"components.":[108],"Finally,":[109],"expedite":[111],"processing,":[113],"region":[119],"adjacency":[120],"graph":[121],"(RAG)":[122],"merging":[125,197,207],"process,":[126],"thus":[127],"differing":[128],"from":[129],"linked":[132,161],"methods.":[134],"In":[135],"experiments":[137],"Berkeley":[140],"data":[142],"set,":[143],"improved":[152,202],"accuracy;":[154],"outperformed":[158],"state-of-the-art":[160],"by":[164,211],"showing":[165],"improvement":[167],"2.15%,":[169],"3.16%,":[170],"3.32%,":[171],"1.90%":[173],"probability":[175],"rand":[176],"index,":[177],"covering,":[179],"variation":[180],"information,":[182],"F-measure,":[184],"respectively.":[185],"compared":[187],"with":[188],"benchmark":[190],"method,":[191],"which":[192],"dilating":[195],"scheme,":[198],"speed":[204],"42":[209],"times":[210],"applying":[212],"RAG.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}