{"id":"https://openalex.org/W4200605663","doi":"https://doi.org/10.1109/roedunet54112.2021.9638272","title":"On How To Combine Image Segmentation Algorithms Using Entropy","display_name":"On How To Combine Image Segmentation Algorithms Using Entropy","publication_year":2021,"publication_date":"2021-11-04","ids":{"openalex":"https://openalex.org/W4200605663","doi":"https://doi.org/10.1109/roedunet54112.2021.9638272"},"language":"en","primary_location":{"id":"doi:10.1109/roedunet54112.2021.9638272","is_oa":false,"landing_page_url":"https://doi.org/10.1109/roedunet54112.2021.9638272","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 20th RoEduNet Conference: Networking in Education and Research (RoEduNet)","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/A5077904072","display_name":"Maria anca Balutoiu","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Maria Anca Balutoiu","raw_affiliation_strings":["Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081226825","display_name":"Dragos Sturzu","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Dragos Sturzu","raw_affiliation_strings":["Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031177491","display_name":"Costin-Anton Boiangiu","orcid":"https://orcid.org/0000-0002-2987-4022"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Costin-Anton Boiangiu","raw_affiliation_strings":["Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000795402","display_name":"Mihai-Lucian Voncil\u0103","orcid":"https://orcid.org/0000-0002-6764-9125"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Mihai-Lucian Voncila","raw_affiliation_strings":["Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087013215","display_name":"Nicolae Tarb\u0103","orcid":"https://orcid.org/0000-0002-7769-8289"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Nicolae Tarba","raw_affiliation_strings":["Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007624045","display_name":"Giorgiana Violeta Vl\u0103sceanu","orcid":"https://orcid.org/0000-0003-1664-3812"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Giorgiana Violeta Vlasceanu","raw_affiliation_strings":["Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I61641377"],"apc_list":null,"apc_paid":null,"fwci":0.0955,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41274353,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"11","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9977999925613403,"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":0.9976999759674072,"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/image-segmentation","display_name":"Image segmentation","score":0.7462657690048218},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7373157143592834},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7297688722610474},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.7102961540222168},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.6677042245864868},{"id":"https://openalex.org/keywords/minimum-spanning-tree-based-segmentation","display_name":"Minimum spanning tree-based segmentation","score":0.603496253490448},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5941157341003418},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5782895684242249},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5623924136161804},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4771670401096344},{"id":"https://openalex.org/keywords/region-growing","display_name":"Region growing","score":0.459553599357605},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4185611605644226},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39598193764686584}],"concepts":[{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.7462657690048218},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7373157143592834},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7297688722610474},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.7102961540222168},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.6677042245864868},{"id":"https://openalex.org/C42314347","wikidata":"https://www.wikidata.org/wiki/Q6865488","display_name":"Minimum spanning tree-based segmentation","level":5,"score":0.603496253490448},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5941157341003418},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5782895684242249},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5623924136161804},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4771670401096344},{"id":"https://openalex.org/C206824153","wikidata":"https://www.wikidata.org/wiki/Q1169834","display_name":"Region growing","level":5,"score":0.459553599357605},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4185611605644226},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39598193764686584},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/roedunet54112.2021.9638272","is_oa":false,"landing_page_url":"https://doi.org/10.1109/roedunet54112.2021.9638272","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 20th RoEduNet Conference: Networking in Education and Research (RoEduNet)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1547480755","https://openalex.org/W1652775531","https://openalex.org/W1973785582","https://openalex.org/W1999478155","https://openalex.org/W2027841141","https://openalex.org/W2100435576","https://openalex.org/W2121927366","https://openalex.org/W2121947440","https://openalex.org/W2138615112","https://openalex.org/W2240891155","https://openalex.org/W2332800166","https://openalex.org/W2782668987","https://openalex.org/W2897204591","https://openalex.org/W6680970901","https://openalex.org/W6689832069"],"related_works":["https://openalex.org/W2551987074","https://openalex.org/W3144569342","https://openalex.org/W2185902295","https://openalex.org/W2394279717","https://openalex.org/W2353364291","https://openalex.org/W2531745538","https://openalex.org/W2386644571","https://openalex.org/W2372421320","https://openalex.org/W2055202857","https://openalex.org/W2368273968"],"abstract_inverted_index":{"Image":[0],"segmentation":[1,22,141],"is":[2,148],"one":[3],"of":[4,34,47,63,77,126,138,145,153,181],"the":[5,28,60,75,78,84,103,136,151,154,172,179,182],"most":[6,170],"frequently":[7],"used":[8,155],"computer":[9],"vision":[10],"techniques.":[11],"Whether":[12],"we":[13],"talk":[14],"about":[15],"medical":[16],"imaging":[17],"or":[18,70,123],"autonomous":[19],"driving,":[20],"image":[21],"algorithms":[23,35,49,67,115,156],"are":[24],"required":[25],"to":[26,149,158],"obtain":[27],"desired":[29],"result.":[30],"Therefore,":[31],"a":[32,118,131],"variety":[33],"have":[36,117],"been":[37],"implemented":[38],"so":[39],"far.":[40],"Being":[41],"based":[42],"on":[43,74],"different":[44],"approaches,":[45],"each":[46],"these":[48],"has":[50],"its":[51,190],"own":[52],"advantages":[53],"and":[54,157,185],"disadvantages.":[55],"No":[56],"algorithm":[57],"can":[58,97],"perform":[59],"same":[61,104],"regardless":[62],"input":[64],"data,":[65],"with":[66],"yielding":[68],"better":[69],"worse":[71],"results":[72,137,166],"depending":[73],"characteristics":[76],"image.":[79],"Some":[80],"may":[81],"accurately":[82],"preserve":[83],"borders":[85],"between":[86],"large":[87,107],"regions":[88,108],"while":[89,95,101],"clustering":[90],"small":[91],"details":[92,100],"together":[93],"(under-segmentation),":[94],"others":[96],"correctly":[98],"delimit":[99],"at":[102],"time":[105],"splitting":[106],"in":[109,121,169,178,189],"multiple":[110],"clusters":[111],"(over-segmentation).":[112],"Moreover,":[113],"some":[114,139],"might":[116],"natural":[119],"tendency":[120],"over-segmentation":[122],"under-segmentation,":[124],"independent":[125],"input.":[127],"This":[128],"paper":[129],"proposes":[130],"voting":[132],"method":[133,147,174],"which":[134],"combines":[135],"notable":[140],"algorithms.":[142],"The":[143,165],"aim":[144],"this":[146],"limit":[150],"downsides":[152],"obtain,":[159],"if":[160],"possible,":[161],"more":[162,186],"accurate":[163],"results.":[164],"show":[167],"that,":[168],"cases,":[171],"proposed":[173],"offers":[175],"both":[176],"improvements":[177],"quality":[180],"provided":[183],"output":[184],"overall":[187],"confidence":[188],"usage.":[191]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
