{"id":"https://openalex.org/W2076971394","doi":"https://doi.org/10.1109/cbms.2012.6266311","title":"A classification-based approach to segment HEp-2 cells","display_name":"A classification-based approach to segment HEp-2 cells","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2076971394","doi":"https://doi.org/10.1109/cbms.2012.6266311","mag":"2076971394"},"language":"en","primary_location":{"id":"doi:10.1109/cbms.2012.6266311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbms.2012.6266311","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS)","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/A5062689953","display_name":"Gennaro Percannella","orcid":"https://orcid.org/0000-0002-1227-0353"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"G. Percannella","raw_affiliation_strings":["Dipartimento di Ingegneria dellInformazione ed Ingegneria Elettrica, Universit\u00e0 di Salerno, Salerno, Italy","Dipartimento di Ingegneria dell'Informazione ed Ingegneria Elettrica, Universit\u00e1 di Salerno, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria dellInformazione ed Ingegneria Elettrica, Universit\u00e0 di Salerno, Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Dipartimento di Ingegneria dell'Informazione ed Ingegneria Elettrica, Universit\u00e1 di Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003216983","display_name":"Paolo Soda","orcid":"https://orcid.org/0000-0003-2621-072X"},"institutions":[{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"P. Soda","raw_affiliation_strings":["Integrated Research Centre, Universit\u00e0 Campus Bio-Medico di Roma, Roma, Italy","Integrated Research Centre, Universit\u00e0 Campus Bio-Medico di Roma, Italy"],"affiliations":[{"raw_affiliation_string":"Integrated Research Centre, Universit\u00e0 Campus Bio-Medico di Roma, Roma, Italy","institution_ids":["https://openalex.org/I155125353"]},{"raw_affiliation_string":"Integrated Research Centre, Universit\u00e0 Campus Bio-Medico di Roma, Italy","institution_ids":["https://openalex.org/I155125353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027593663","display_name":"Mario Vento","orcid":"https://orcid.org/0000-0002-2948-741X"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Vento","raw_affiliation_strings":["Dipartimento di Ingegneria dellInformazione ed Ingegneria Elettrica, Universit\u00e0 di Salerno, Salerno, Italy","Dipartimento di Ingegneria dell'Informazione ed Ingegneria Elettrica, Universit\u00e1 di Salerno, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria dellInformazione ed Ingegneria Elettrica, Universit\u00e0 di Salerno, Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Dipartimento di Ingegneria dell'Informazione ed Ingegneria Elettrica, Universit\u00e1 di Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062689953"],"corresponding_institution_ids":["https://openalex.org/I131729948"],"apc_list":null,"apc_paid":null,"fwci":3.136,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.92665609,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9990000128746033,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9983999729156494,"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":0.7386331558227539},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.7294207811355591},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6708256006240845},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6650739312171936},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6083125472068787},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5986222624778748},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5626085996627808},{"id":"https://openalex.org/keywords/dilation","display_name":"Dilation (metric space)","score":0.49345913529396057},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4595455527305603},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3878006041049957},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32663336396217346},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.14389991760253906},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10936859250068665}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7386331558227539},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.7294207811355591},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6708256006240845},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6650739312171936},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6083125472068787},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5986222624778748},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5626085996627808},{"id":"https://openalex.org/C2780757906","wikidata":"https://www.wikidata.org/wiki/Q5276676","display_name":"Dilation (metric space)","level":2,"score":0.49345913529396057},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4595455527305603},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3878006041049957},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32663336396217346},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.14389991760253906},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10936859250068665},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cbms.2012.6266311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbms.2012.6266311","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W82590734","https://openalex.org/W1976200264","https://openalex.org/W1977433523","https://openalex.org/W1979830419","https://openalex.org/W1998928348","https://openalex.org/W2001002651","https://openalex.org/W2004957867","https://openalex.org/W2054108035","https://openalex.org/W2054645206","https://openalex.org/W2096445717","https://openalex.org/W2099620731","https://openalex.org/W2113127110","https://openalex.org/W2122092925","https://openalex.org/W2133059825","https://openalex.org/W2138798535","https://openalex.org/W2157840858","https://openalex.org/W6603326238"],"related_works":["https://openalex.org/W2361805396","https://openalex.org/W2972254340","https://openalex.org/W2022231341","https://openalex.org/W1805912688","https://openalex.org/W3132983279","https://openalex.org/W4255476312","https://openalex.org/W2373973507","https://openalex.org/W2005234362","https://openalex.org/W2162970382","https://openalex.org/W1997235926"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"propose":[4],"a":[5,31,39,82],"new":[6],"method":[7,26,71],"for":[8,30,44],"cells":[9],"segmentation":[10,34],"in":[11],"HEp-2":[12,89],"images":[13],"addressing":[14],"and":[15,84],"overcoming":[16],"the":[17,21,47,50,53,60,66,69,73,78],"main":[18],"limitations":[19],"of":[20,41,49,59,68,88],"existing":[22],"approaches.":[23],"The":[24],"proposed":[25,70],"adopts":[27],"image":[28,33,61],"reconstruction":[29],"preliminary":[32],"and,":[35],"then,":[36],"it":[37],"employs":[38],"sort":[40],"classifier-controlled":[42],"dilation":[43],"better":[45],"determining":[46],"structure":[48],"cells,":[51],"where":[52],"classifier":[54],"is":[55],"trained":[56],"using":[57],"data":[58],"at":[62],"hand.":[63],"We":[64],"compare":[65],"performance":[67],"with":[72],"most":[74],"representative":[75],"approaches":[76],"from":[77],"scientific":[79],"literature":[80],"on":[81],"common":[83],"publicly":[85],"available":[86],"dataset":[87],"images.":[90]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}