{"id":"https://openalex.org/W3004861042","doi":"https://doi.org/10.1109/bibm47256.2019.8983120","title":"An Efficient Cell Segmentation Algorithm Based on Unsupervised Clustering and Morphology","display_name":"An Efficient Cell Segmentation Algorithm Based on Unsupervised Clustering and Morphology","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3004861042","doi":"https://doi.org/10.1109/bibm47256.2019.8983120","mag":"3004861042"},"language":"en","primary_location":{"id":"doi:10.1109/bibm47256.2019.8983120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm47256.2019.8983120","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5077083938","display_name":"Jing Liu","orcid":"https://orcid.org/0000-0002-4313-7272"},"institutions":[{"id":"https://openalex.org/I134738993","display_name":"Shandong University of Traditional Chinese Medicine","ror":"https://ror.org/0523y5c19","country_code":"CN","type":"education","lineage":["https://openalex.org/I134738993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Liu","raw_affiliation_strings":["College of Technology, Shandong University of Traditional Chinese Medicine,Jinan,China","College of Technology, Shandong University of Traditional Chinese Medicine, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Technology, Shandong University of Traditional Chinese Medicine,Jinan,China","institution_ids":["https://openalex.org/I134738993"]},{"raw_affiliation_string":"College of Technology, Shandong University of Traditional Chinese Medicine, Jinan, China","institution_ids":["https://openalex.org/I134738993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061759570","display_name":"Dawei Qiu","orcid":"https://orcid.org/0000-0003-0497-6089"},"institutions":[{"id":"https://openalex.org/I134738993","display_name":"Shandong University of Traditional Chinese Medicine","ror":"https://ror.org/0523y5c19","country_code":"CN","type":"education","lineage":["https://openalex.org/I134738993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dawei Qiu","raw_affiliation_strings":["College of Technology, Shandong University of Traditional Chinese Medicine,Jinan,China","College of Technology, Shandong University of Traditional Chinese Medicine, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Technology, Shandong University of Traditional Chinese Medicine,Jinan,China","institution_ids":["https://openalex.org/I134738993"]},{"raw_affiliation_string":"College of Technology, Shandong University of Traditional Chinese Medicine, Jinan, China","institution_ids":["https://openalex.org/I134738993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077156702","display_name":"Xuelan Zhang","orcid":"https://orcid.org/0000-0002-1560-1533"},"institutions":[{"id":"https://openalex.org/I134738993","display_name":"Shandong University of Traditional Chinese Medicine","ror":"https://ror.org/0523y5c19","country_code":"CN","type":"education","lineage":["https://openalex.org/I134738993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuelan Zhang","raw_affiliation_strings":["College of Pharmacy, Shandong University of Traditional Chinese Medicine,Jinan,China","College of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Pharmacy, Shandong University of Traditional Chinese Medicine,Jinan,China","institution_ids":["https://openalex.org/I134738993"]},{"raw_affiliation_string":"College of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China","institution_ids":["https://openalex.org/I134738993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101449042","display_name":"Peng Qiu","orcid":"https://orcid.org/0009-0007-0332-4165"},"institutions":[{"id":"https://openalex.org/I134738993","display_name":"Shandong University of Traditional Chinese Medicine","ror":"https://ror.org/0523y5c19","country_code":"CN","type":"education","lineage":["https://openalex.org/I134738993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Qiu","raw_affiliation_strings":["College of Technology, Shandong University of Traditional Chinese Medicine,Jinan,China","College of Technology, Shandong University of Traditional Chinese Medicine, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Technology, Shandong University of Traditional Chinese Medicine,Jinan,China","institution_ids":["https://openalex.org/I134738993"]},{"raw_affiliation_string":"College of Technology, Shandong University of Traditional Chinese Medicine, Jinan, China","institution_ids":["https://openalex.org/I134738993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101602236","display_name":"Yibo Feng","orcid":"https://orcid.org/0000-0002-5589-3323"},"institutions":[{"id":"https://openalex.org/I134738993","display_name":"Shandong University of Traditional Chinese Medicine","ror":"https://ror.org/0523y5c19","country_code":"CN","type":"education","lineage":["https://openalex.org/I134738993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yibo Feng","raw_affiliation_strings":["College of Technology, Shandong University of Traditional Chinese Medicine,Jinan,China","College of Technology, Shandong University of Traditional Chinese Medicine, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Technology, Shandong University of Traditional Chinese Medicine,Jinan,China","institution_ids":["https://openalex.org/I134738993"]},{"raw_affiliation_string":"College of Technology, Shandong University of Traditional Chinese Medicine, Jinan, China","institution_ids":["https://openalex.org/I134738993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103224423","display_name":"Huifen Li","orcid":"https://orcid.org/0000-0002-8548-3042"},"institutions":[{"id":"https://openalex.org/I134738993","display_name":"Shandong University of Traditional Chinese Medicine","ror":"https://ror.org/0523y5c19","country_code":"CN","type":"education","lineage":["https://openalex.org/I134738993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huifen Li","raw_affiliation_strings":["College of Pharmacy, Shandong University of Traditional Chinese Medicine,Jinan,China","College of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Pharmacy, Shandong University of Traditional Chinese Medicine,Jinan,China","institution_ids":["https://openalex.org/I134738993"]},{"raw_affiliation_string":"College of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China","institution_ids":["https://openalex.org/I134738993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I134738993"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10919503,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2019","issue":null,"first_page":"2455","last_page":"2460"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9944999814033508,"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"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9944999814033508,"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"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9891999959945679,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9819999933242798,"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/computer-science","display_name":"Computer science","score":0.7196347713470459},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7011246681213379},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6864757537841797},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6187999844551086},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5475571751594543},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.50761878490448},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.45810413360595703},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.45428964495658875},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.43149083852767944},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33613908290863037},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16243791580200195}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7196347713470459},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7011246681213379},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6864757537841797},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6187999844551086},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5475571751594543},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.50761878490448},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.45810413360595703},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.45428964495658875},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.43149083852767944},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33613908290863037},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16243791580200195},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bibm47256.2019.8983120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm47256.2019.8983120","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},{"id":"mag:3084995746","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002273324851991","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1508404128","https://openalex.org/W1673310716","https://openalex.org/W1999478155","https://openalex.org/W2104125540","https://openalex.org/W2111308925","https://openalex.org/W2114808114","https://openalex.org/W2118246710","https://openalex.org/W2165232124","https://openalex.org/W2381113548","https://openalex.org/W2534660387","https://openalex.org/W6637131181"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W1926736923","https://openalex.org/W2158836806","https://openalex.org/W2393816671","https://openalex.org/W2083665254","https://openalex.org/W1522196789"],"abstract_inverted_index":{"In":[0,61],"traditional":[1],"Chinese":[2,17],"medicine":[3],"processing":[4],"domain,":[5],"the":[6,27,62,87,92,109,131],"\u2018firepower\u2019":[7],"and":[8,38,47,74,101,123,142],"\u2018proper":[9],"roasting\u2019":[10],"are":[11,116],"vital":[12],"for":[13],"medicinal":[14],"efficacy":[15],"of":[16,35,53,111],"herbs.":[18],"We":[19],"take":[20],"phellodendron":[21,78],"microscopic":[22,79],"images":[23,80],"to":[24,32,57,70,108,118],"determine":[25],"if":[26],"roasting":[28],"is":[29,56,89],"appropriate":[30],"according":[31,107],"some":[33],"features":[34,42,95],"crystal":[36,75,124],"fiber":[37,76],"stone":[39,72,121],"cell,":[40],"these":[41],"include":[43],"color,":[44],"geometrical":[45],"appearance,":[46],"so":[48,102],"on.":[49],"The":[50,126],"first":[51],"step":[52],"feature":[54],"analysis":[55],"segment":[58,71,135],"objects":[59,136],"accurately.":[60],"paper,":[63],"we":[64],"propose":[65],"an":[66],"efficient":[67],"unsupervised":[68],"algorithm":[69,133],"cell":[73,122],"in":[77],"automatically":[81,137],"without":[82],"any":[83],"human's":[84],"intervene.":[85],"Firstly,":[86],"superpixels":[88,105],"adopted,":[90],"then":[91],"method":[93],"extracts":[94],"such":[96],"as":[97],"RGB,":[98],"Sobel,":[99],"Harris":[100],"on,":[103],"clustering":[104],"patches":[106],"characteristic":[110],"phellodendron,":[112],"lastly":[113],"morphological":[114],"operations":[115],"implemented":[117],"produce":[119],"segmented":[120],"fiber.":[125],"experimental":[127],"evaluation":[128],"shows":[129],"that":[130],"proposed":[132],"can":[134],"with":[138],"about":[139],"87%":[140],"precision":[141],"93%":[143],"recall.":[144]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
