{"id":"https://openalex.org/W3007626715","doi":"https://doi.org/10.1145/3376067.3376092","title":"EM Image Segmentation of Nerve Cells Based on Conditional Random Field Model","display_name":"EM Image Segmentation of Nerve Cells Based on Conditional Random Field Model","publication_year":2019,"publication_date":"2019-12-20","ids":{"openalex":"https://openalex.org/W3007626715","doi":"https://doi.org/10.1145/3376067.3376092","mag":"3007626715"},"language":"en","primary_location":{"id":"doi:10.1145/3376067.3376092","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3376067.3376092","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Video and Image Processing","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/A5110805388","display_name":"Fuyun He","orcid":null},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fuyun He","raw_affiliation_strings":["College of Electronic Engineering, Guangxi Normal University, Guilin, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Engineering, Guangxi Normal University, Guilin, China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047270852","display_name":"Yan Liang","orcid":"https://orcid.org/0000-0002-5136-4432"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Liang","raw_affiliation_strings":["College of Electronic Engineering, Guangxi Normal University, Guilin, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Engineering, Guangxi Normal University, Guilin, China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100668769","display_name":"Xiaoming Huang","orcid":"https://orcid.org/0000-0001-5602-9150"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Huang","raw_affiliation_strings":["College of Electronic Engineering, Guangxi Normal University, Guilin, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Engineering, Guangxi Normal University, Guilin, China","institution_ids":["https://openalex.org/I29739308"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110805388"],"corresponding_institution_ids":["https://openalex.org/I29739308"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27044497,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":null,"first_page":"79","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12549","display_name":"Image and Object Detection Techniques","score":0.9936000108718872,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/conditional-random-field","display_name":"Conditional random field","score":0.8555893898010254},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.7056210041046143},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6147075295448303},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5999587774276733},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5557742714881897},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5117447376251221},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5090250968933105},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47590169310569763},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3455166518688202},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16538408398628235}],"concepts":[{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.8555893898010254},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.7056210041046143},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6147075295448303},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5999587774276733},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5557742714881897},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5117447376251221},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5090250968933105},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47590169310569763},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3455166518688202},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16538408398628235},{"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:10.1145/3376067.3376092","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3376067.3376092","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Video and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7300000190734863,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W143142918","https://openalex.org/W800520748","https://openalex.org/W1585978503","https://openalex.org/W1985690171","https://openalex.org/W1985713861","https://openalex.org/W2014252132","https://openalex.org/W2024580832","https://openalex.org/W2104066896","https://openalex.org/W2312404985","https://openalex.org/W2316602945","https://openalex.org/W2623960274","https://openalex.org/W2744060687","https://openalex.org/W2781183410","https://openalex.org/W2795340517","https://openalex.org/W2887898220","https://openalex.org/W2911378253","https://openalex.org/W2964170444","https://openalex.org/W3100860290"],"related_works":["https://openalex.org/W2356597680","https://openalex.org/W2093471820","https://openalex.org/W50079190","https://openalex.org/W2114846443","https://openalex.org/W3102147106","https://openalex.org/W2347460059","https://openalex.org/W2111726165","https://openalex.org/W3136048405","https://openalex.org/W182104056","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Image":[0],"segmentation":[1,46,116,156],"of":[2,6,28,32,40,48,64,83,102,117,130,143,168,171],"nerve":[3,33,49,118,134,154,172],"cells":[4,50,173],"is":[5,57,92,105,121,139,158,162],"great":[7],"value":[8],"in":[9],"neuroscience":[10],"research.":[11],"To":[12],"solve":[13],"the":[14,17,26,29,36,41,60,79,99,114,125,131,144,153,160,165],"problem":[15],"that":[16,142,152],"EM":[18,44,169],"image":[19,45,120,170],"cannot":[20],"be":[21,69,175],"accurately":[22],"segmented":[23,70,133,146],"due":[24],"to":[25,68],"complexity":[27],"submicroscopic":[30,166],"structure":[31,167],"cells,":[34],"and":[35,38,66,77,85,137,164],"loss":[37],"blurring":[39],"boundary,":[42],"an":[43],"method":[47,161],"based":[51],"on":[52],"Conditional":[53,109],"Random":[54,110],"Field":[55,111],"model":[56],"proposed.":[58],"Firstly,":[59],"initial":[61],"seed":[62,90],"points":[63,91],"organelle":[65],"background":[67,86,138],"are":[71],"automatically":[72,132],"selected":[73,88],"by":[74,94,107,123],"superpixel":[75,103],"clustering,":[76],"then":[78],"probability":[80],"density":[81],"distribution":[82],"target":[84,136],"which":[87],"as":[89],"estimated":[93],"Gaussian":[95],"Mixture":[96],"Model.":[97],"Then":[98],"energy":[100,126],"function":[101],"features":[104],"established":[106],"using":[108],"model.":[112],"Finally,":[113],"automatic":[115],"cell":[119,135,155],"realized":[122],"minimizing":[124],"function.":[127],"The":[128,148],"effect":[129,157],"compared":[140],"with":[141],"manually":[145],"images.":[147],"experimental":[149],"results":[150],"show":[151],"improved,":[159],"robust,":[163],"can":[174],"well":[176],"characterized.":[177]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
