{"id":"https://openalex.org/W2174383642","doi":"https://doi.org/10.1109/iccais.2015.7338669","title":"Image segmentation based on evidential Markov random field model","display_name":"Image segmentation based on evidential Markov random field model","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2174383642","doi":"https://doi.org/10.1109/iccais.2015.7338669","mag":"2174383642"},"language":"en","primary_location":{"id":"doi:10.1109/iccais.2015.7338669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccais.2015.7338669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Control, Automation and Information Sciences (ICCAIS)","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/A5100786749","display_name":"Zhe Zhang","orcid":"https://orcid.org/0000-0003-0886-4412"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhe Zhang","raw_affiliation_strings":["Inst. of Integrated Automation, Xi'an Jiaotong Unversity, Xi'an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"Inst. of Integrated Automation, Xi'an Jiaotong Unversity, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024649502","display_name":"Deqiang Han","orcid":"https://orcid.org/0000-0001-5603-796X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deqiang Han","raw_affiliation_strings":["SKLSVMS, Xi'an Jiaotong Unversity, Xi'an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"SKLSVMS, Xi'an Jiaotong Unversity, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109229935","display_name":"Yi Yang","orcid":"https://orcid.org/0000-0002-8407-2700"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Yang","raw_affiliation_strings":["Inst. of Integrated Automation, Xi'an Jiaotong Unversity, Xi'an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"Inst. of Integrated Automation, Xi'an Jiaotong Unversity, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100786749"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.3682,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.68744766,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"36","issue":null,"first_page":"239","last_page":"244"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation 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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation 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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9943000078201294,"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":0.9933000206947327,"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/markov-random-field","display_name":"Markov random field","score":0.7498326301574707},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.7265243530273438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7074745297431946},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6239393949508667},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6164335608482361},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.5530011057853699},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5392261147499084},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.515779972076416},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.474046915769577},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4252700209617615},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4248586595058441},{"id":"https://openalex.org/keywords/random-field","display_name":"Random field","score":0.4225039482116699},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4189787209033966},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34136056900024414},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2671157121658325},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21770158410072327},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.051586151123046875}],"concepts":[{"id":"https://openalex.org/C2778045648","wikidata":"https://www.wikidata.org/wiki/Q176827","display_name":"Markov random field","level":4,"score":0.7498326301574707},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.7265243530273438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7074745297431946},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6239393949508667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6164335608482361},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.5530011057853699},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5392261147499084},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.515779972076416},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.474046915769577},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4252700209617615},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4248586595058441},{"id":"https://openalex.org/C130402806","wikidata":"https://www.wikidata.org/wiki/Q5361768","display_name":"Random field","level":2,"score":0.4225039482116699},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4189787209033966},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34136056900024414},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2671157121658325},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21770158410072327},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.051586151123046875},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccais.2015.7338669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccais.2015.7338669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Control, Automation and Information Sciences (ICCAIS)","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":27,"referenced_works":["https://openalex.org/W1601780846","https://openalex.org/W1769381753","https://openalex.org/W1970800786","https://openalex.org/W1993853885","https://openalex.org/W2018724743","https://openalex.org/W2020999234","https://openalex.org/W2086360377","https://openalex.org/W2088267794","https://openalex.org/W2097514097","https://openalex.org/W2101231485","https://openalex.org/W2114220616","https://openalex.org/W2117079761","https://openalex.org/W2129872026","https://openalex.org/W2132904553","https://openalex.org/W2133849819","https://openalex.org/W2138705986","https://openalex.org/W2139170612","https://openalex.org/W2166576599","https://openalex.org/W2168990496","https://openalex.org/W2169099300","https://openalex.org/W2171432593","https://openalex.org/W2343434999","https://openalex.org/W2406470551","https://openalex.org/W2797148637","https://openalex.org/W3198390318","https://openalex.org/W4255252029","https://openalex.org/W4301347335"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2945274617","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W2055202857","https://openalex.org/W2371519352","https://openalex.org/W4205800335","https://openalex.org/W2386644571","https://openalex.org/W2372421320","https://openalex.org/W2551987074"],"abstract_inverted_index":{"Image":[0],"segmentation":[1,30,59,105],"is":[2,24,51,61,74,87],"a":[3,28,56,103],"classical":[4],"problem":[5,36],"in":[6,14,21,40,63,92],"computer":[7],"vision":[8],"and":[9,115],"has":[10],"been":[11],"widely":[12],"used":[13,75,88],"many":[15],"fields.":[16],"Due":[17],"to":[18,26,76],"the":[19,35,41,71,78,90,108,111,116],"uncertainty":[20,38],"images,":[22],"it":[23],"difficult":[25],"obtain":[27],"precise":[29],"result.":[31],"To":[32],"deal":[33],"with":[34],"of":[37],"encountered":[39],"image":[42,58],"segmentation,":[43],"an":[44],"evidential":[45,118],"Markov":[46],"random":[47],"field":[48],"(EMRF)":[49],"model":[50],"designed,":[52],"based":[53,69],"on":[54,70],"which":[55],"novel":[57],"algorithm":[60,86,100],"proposed":[62,99],"this":[64],"paper.":[65],"The":[66,81],"credal":[67],"partition":[68],"evidence":[72],"theory":[73],"define":[77],"label":[79],"field.":[80],"iterated":[82],"conditional":[83],"modes":[84],"(ICM)":[85],"for":[89],"optimization":[91],"EMRF.":[93],"Experimental":[94],"results":[95],"show":[96],"that":[97],"our":[98],"can":[101],"provide":[102],"better":[104],"result":[106],"against":[107],"traditional":[109],"MRF,":[110],"Fuzzy":[112],"MRF":[113],"(FMRF)":[114],"traditonal":[117],"approaches.":[119]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
