{"id":"https://openalex.org/W3106255462","doi":"https://doi.org/10.1109/access.2020.3038945","title":"Saliency-Driven Active Contour Model for Image Segmentation","display_name":"Saliency-Driven Active Contour Model for Image Segmentation","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3106255462","doi":"https://doi.org/10.1109/access.2020.3038945","mag":"3106255462"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3038945","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3038945","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09262843.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09262843.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085193526","display_name":"Ehtesham Iqbal","orcid":"https://orcid.org/0000-0003-1798-036X"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ehtesham Iqbal","raw_affiliation_strings":["Department of Computer Science and Engineering, Chung-Ang University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-1798-036X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Chung-Ang University, Seoul, South Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090673358","display_name":"Asim Niaz","orcid":"https://orcid.org/0000-0003-3905-9774"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210106545","display_name":"Centre Inria d'Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/01nzkaw91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106545"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Asim Niaz","raw_affiliation_strings":["Team STARS, Centre INRIA Sophia Antipolis, Valbonne, France"],"raw_orcid":"https://orcid.org/0000-0003-3905-9774","affiliations":[{"raw_affiliation_string":"Team STARS, Centre INRIA Sophia Antipolis, Valbonne, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210106545"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080995862","display_name":"Asif Aziz Memon","orcid":"https://orcid.org/0000-0002-9386-0979"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Asif Aziz Memon","raw_affiliation_strings":["Department of Computer Science and Engineering, Chung-Ang University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-9386-0979","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Chung-Ang University, Seoul, South Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074869408","display_name":"Usman Asim","orcid":"https://orcid.org/0000-0002-8884-7585"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Usman Asim","raw_affiliation_strings":["Department of Computer Science and Engineering, Chung-Ang University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-8884-7585","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Chung-Ang University, Seoul, South Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038058440","display_name":"Kwang Nam Choi","orcid":"https://orcid.org/0000-0002-7420-9216"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kwang Nam Choi","raw_affiliation_strings":["Department of Computer Science and Engineering, Chung-Ang University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-7420-9216","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Chung-Ang University, Seoul, South Korea","institution_ids":["https://openalex.org/I67900169"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.5386,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.83635692,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"208978","last_page":"208991"},"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9994000196456909,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9926999807357788,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/active-contour-model","display_name":"Active contour model","score":0.8831033706665039},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8049746751785278},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6834565997123718},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6832108497619629},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5986295938491821},{"id":"https://openalex.org/keywords/maxima-and-minima","display_name":"Maxima and minima","score":0.535892128944397},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5334771871566772},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5133270621299744},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.5074304938316345},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21011394262313843}],"concepts":[{"id":"https://openalex.org/C112353826","wikidata":"https://www.wikidata.org/wiki/Q127313","display_name":"Active contour model","level":4,"score":0.8831033706665039},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8049746751785278},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6834565997123718},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6832108497619629},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5986295938491821},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.535892128944397},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5334771871566772},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5133270621299744},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.5074304938316345},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21011394262313843},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3038945","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3038945","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09262843.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8af5269f742249e4a47635d9c9728bd2","is_oa":true,"landing_page_url":"https://doaj.org/article/8af5269f742249e4a47635d9c9728bd2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 208978-208991 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3038945","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3038945","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09262843.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8700000047683716}],"awards":[{"id":"https://openalex.org/G857524243","display_name":null,"funder_award_id":"2019R1F1A1062612","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321202","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3106255462.pdf","grobid_xml":"https://content.openalex.org/works/W3106255462.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W40037269","https://openalex.org/W1549633578","https://openalex.org/W1903001680","https://openalex.org/W1989135034","https://openalex.org/W1991113069","https://openalex.org/W1999101396","https://openalex.org/W2037954058","https://openalex.org/W2061253660","https://openalex.org/W2067191022","https://openalex.org/W2094053047","https://openalex.org/W2100470808","https://openalex.org/W2102338614","https://openalex.org/W2104095591","https://openalex.org/W2112891016","https://openalex.org/W2114487471","https://openalex.org/W2116040950","https://openalex.org/W2121766492","https://openalex.org/W2122184585","https://openalex.org/W2133059825","https://openalex.org/W2138524633","https://openalex.org/W2139478903","https://openalex.org/W2171783278","https://openalex.org/W2344048381","https://openalex.org/W2433693374","https://openalex.org/W2476097747","https://openalex.org/W2500815657","https://openalex.org/W2564011781","https://openalex.org/W2781721677","https://openalex.org/W2783030135","https://openalex.org/W2789609908","https://openalex.org/W2789717942","https://openalex.org/W2802607650","https://openalex.org/W2805429653","https://openalex.org/W2809428124","https://openalex.org/W2889206953","https://openalex.org/W2890606532","https://openalex.org/W2901055656","https://openalex.org/W2907398861","https://openalex.org/W2916557556","https://openalex.org/W2930326546","https://openalex.org/W2937793791","https://openalex.org/W2942168219","https://openalex.org/W2947035830","https://openalex.org/W2952800390","https://openalex.org/W2963299740","https://openalex.org/W2964170281","https://openalex.org/W2998338548","https://openalex.org/W3013365061","https://openalex.org/W3103276002","https://openalex.org/W4239147634","https://openalex.org/W6632731165","https://openalex.org/W6675377224","https://openalex.org/W6677607857"],"related_works":["https://openalex.org/W2375684291","https://openalex.org/W2596692027","https://openalex.org/W2148025067","https://openalex.org/W4295724548","https://openalex.org/W2549189808","https://openalex.org/W2351917300","https://openalex.org/W1522196789","https://openalex.org/W2885157826","https://openalex.org/W2159463658","https://openalex.org/W4388208420"],"abstract_inverted_index":{"Active":[0],"contour":[1,33,38,60,143,203,240],"models":[2,26,34,42],"have":[3],"achieved":[4],"prominent":[5],"success":[6],"in":[7,55,178,253],"the":[8,20,58,70,82,101,114,132,138,141,148,159,166,174,202,207,213,239,250,256],"area":[9],"of":[10,57,72,78,103,116,128,140,151,212,249],"image":[11,45,73,80,83,109,130,134,153,232],"segmentation,":[12],"allowing":[13],"complex":[14],"objects":[15],"to":[16,47,69,136,157,200,255],"be":[17,28],"segmented":[18],"from":[19],"background":[21],"for":[22],"further":[23],"analysis.":[24],"Existing":[25],"can":[27],"divided":[29],"into":[30],"region-based":[31],"active":[32,37,142],"and":[35,50,66,89,112,131,195,224,235,245],"edge-based":[36],"models.":[39,118,144,259],"However,":[40],"both":[41],"use":[43],"direct":[44],"data":[46],"achieve":[48],"segmentation":[49,233,247,258],"face":[51],"many":[52],"challenging":[53],"problems":[54],"terms":[56,197],"initial":[59],"position,":[61],"noise":[62,243],"sensitivity,":[63],"local":[64,108,133,162,168],"minima":[65],"inefficiency":[67],"owing":[68],"in-homogeneity":[71],"intensities.":[74],"The":[75,119,210,231],"saliency":[76,105,126,149,160],"map":[77,106,127,150],"an":[79,129,152],"changes":[81],"representation,":[84],"making":[85],"it":[86],"more":[87,204],"visual":[88],"meaningful.":[90],"In":[91,145],"this":[92,146],"study,":[93],"we":[94],"propose":[95],"a":[96,104,125,179,191],"novel":[97,181],"model":[98,121,252],"that":[99],"uses":[100],"advantages":[102],"with":[107,173],"information":[110,135],"(LIF)":[111],"overcomes":[113],"drawbacks":[115],"previous":[117],"proposed":[120,214,251],"is":[122,154,171,188],"driven":[123,161],"by":[124],"enhance":[137],"progress":[139],"model,":[147,176],"first":[155],"computed":[156],"find":[158],"fitting":[163,169],"energy.":[164],"Then,":[165],"saliency-driven":[167],"energy":[170,182,186],"combined":[172],"LIF":[175],"resulting":[177],"final":[180,185],"functional.":[183],"This":[184],"functional":[187],"formulated":[189],"through":[190],"level":[192],"set":[193],"formulation,":[194],"regulation":[196],"are":[198],"added":[199],"evolve":[201],"precisely":[205],"across":[206],"object":[208],"boundaries.":[209],"quality":[211],"method":[215],"was":[216],"verified":[217],"on":[218],"different":[219],"synthetic":[220],"images,":[221],"real":[222],"images":[223],"publicly":[225],"available":[226],"datasets,":[227],"including":[228],"medical":[229],"images.":[230],"results,":[234],"quantitative":[236],"comparisons":[237],"confirmed":[238],"initialization":[241],"independence,":[242],"insensitivity,":[244],"superior":[246],"accuracy":[248],"comparison":[254],"other":[257]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
