{"id":"https://openalex.org/W2296853328","doi":"https://doi.org/10.1117/12.2216999","title":"Towards robust specularity detection and inpainting in cardiac images","display_name":"Towards robust specularity detection and inpainting in cardiac images","publication_year":2016,"publication_date":"2016-03-18","ids":{"openalex":"https://openalex.org/W2296853328","doi":"https://doi.org/10.1117/12.2216999","mag":"2296853328"},"language":"en","primary_location":{"id":"doi:10.1117/12.2216999","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2216999","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},"type":"conference-paper","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/A5073566614","display_name":"Samar M. Alsaleh","orcid":null},"institutions":[{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]},{"id":"https://openalex.org/I23075662","display_name":"Taibah University","ror":"https://ror.org/01xv1nn60","country_code":"SA","type":"education","lineage":["https://openalex.org/I23075662"]}],"countries":["SA","US"],"is_corresponding":false,"raw_author_name":"Samar M. Alsaleh","raw_affiliation_strings":["Taibah Univ. (Saudi Arabia)","The George Washington Univ. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taibah Univ. (Saudi Arabia)","institution_ids":["https://openalex.org/I23075662"]},{"raw_affiliation_string":"The George Washington Univ. (United States)","institution_ids":["https://openalex.org/I193531525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013015879","display_name":"Angelica I. Avil\u00e9s-Rivero","orcid":"https://orcid.org/0000-0002-8878-0325"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Angelica I. Aviles","raw_affiliation_strings":["Univ. Polit\u00e8cnica de Catalunya (Spain)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Polit\u00e8cnica de Catalunya (Spain)","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041776093","display_name":"Pilar Sobrevilla","orcid":null},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pilar Sobrevilla","raw_affiliation_strings":["Univ. Polit\u00e8cnica de Catalunya (Spain)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Polit\u00e8cnica de Catalunya (Spain)","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086247627","display_name":"Al\u0131\u0301cia Casals","orcid":"https://orcid.org/0000-0003-4706-5533"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alicia Casals","raw_affiliation_strings":["Univ. Polit\u00e8cnica de Catalunya (Spain)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Polit\u00e8cnica de Catalunya (Spain)","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009074303","display_name":"James K. Hahn","orcid":"https://orcid.org/0000-0001-6535-8175"},"institutions":[{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Hahn","raw_affiliation_strings":["The George Washington Univ. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The George Washington Univ. (United States)","institution_ids":["https://openalex.org/I193531525"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1851,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83383452,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"9786","issue":null,"first_page":"97861Q","last_page":"97861Q"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9983000159263611,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9879999756813049,"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/specularity","display_name":"Specularity","score":0.8472623825073242},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7948369979858398},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7948004007339478},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7262929081916809},{"id":"https://openalex.org/keywords/inpainting","display_name":"Inpainting","score":0.5073086619377136},{"id":"https://openalex.org/keywords/specular-highlight","display_name":"Specular highlight","score":0.5004730224609375},{"id":"https://openalex.org/keywords/specular-reflection","display_name":"Specular reflection","score":0.44619542360305786},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.43832024931907654},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.43198782205581665},{"id":"https://openalex.org/keywords/compensation","display_name":"Compensation (psychology)","score":0.42361822724342346},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2027531862258911}],"concepts":[{"id":"https://openalex.org/C2779456664","wikidata":"https://www.wikidata.org/wiki/Q972162","display_name":"Specularity","level":3,"score":0.8472623825073242},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7948369979858398},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7948004007339478},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7262929081916809},{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.5073086619377136},{"id":"https://openalex.org/C50045419","wikidata":"https://www.wikidata.org/wiki/Q7575328","display_name":"Specular highlight","level":3,"score":0.5004730224609375},{"id":"https://openalex.org/C118381688","wikidata":"https://www.wikidata.org/wiki/Q1079524","display_name":"Specular reflection","level":2,"score":0.44619542360305786},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.43832024931907654},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.43198782205581665},{"id":"https://openalex.org/C2780023022","wikidata":"https://www.wikidata.org/wiki/Q1338171","display_name":"Compensation (psychology)","level":2,"score":0.42361822724342346},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2027531862258911},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2216999","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2216999","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","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":20,"referenced_works":["https://openalex.org/W54764086","https://openalex.org/W1898259180","https://openalex.org/W1975729954","https://openalex.org/W1983758799","https://openalex.org/W2001557487","https://openalex.org/W2013394111","https://openalex.org/W2041819387","https://openalex.org/W2055452918","https://openalex.org/W2074977333","https://openalex.org/W2085825493","https://openalex.org/W2129632370","https://openalex.org/W2150259776","https://openalex.org/W2295457343","https://openalex.org/W6602200071","https://openalex.org/W6644400918","https://openalex.org/W6650529208","https://openalex.org/W6664346327","https://openalex.org/W6669350918","https://openalex.org/W6681883765","https://openalex.org/W6696861108"],"related_works":["https://openalex.org/W913384303","https://openalex.org/W581837497","https://openalex.org/W2119737311","https://openalex.org/W2594095223","https://openalex.org/W1581567212","https://openalex.org/W2146452289","https://openalex.org/W3214939452","https://openalex.org/W2367218495","https://openalex.org/W2185589673","https://openalex.org/W1990180334"],"abstract_inverted_index":{"Computer-assisted":[0],"cardiac":[1,16,53],"surgeries":[2],"had":[3],"major":[4],"advances":[5],"throughout":[6],"the":[7,41,49,56,63,67,89,100,104,109,134,137,184,189,195,197,207,216,233],"years":[8],"and":[9,26,106,125,136,150,171,187,214,231,243],"are":[10,172],"gaining":[11],"more":[12],"popularity":[13],"over":[14],"conventional":[15],"procedures":[17],"as":[18,94,168,237,239],"they":[19,33],"offer":[20],"many":[21],"benefits":[22],"to":[23,36,60,129,133,154,174,182,205,212],"both":[24,147],"patients":[25],"surgeons.":[27],"One":[28,85],"obvious":[29],"advantage":[30],"is":[31,45,70,88,115,203],"that":[32,97,122],"enable":[34],"surgeons":[35],"perform":[37],"delicate":[38],"tasks":[39],"on":[40,99,117],"heart":[42,68,105],"while":[43],"it":[44],"still":[46],"beating,":[47],"avoiding":[48],"risks":[50],"associated":[51],"with":[52],"arrest.":[54],"Consequently,":[55],"surgical":[57],"system":[58],"needs":[59],"accurately":[61,123,175],"compensate":[62],"physiological":[64],"motion":[65,138],"of":[66,83,86,103,111,194,200],"which":[69,87,221],"a":[71,119,142,191],"very":[72],"challenging":[73],"task":[74],"in":[75,158,180,225],"medical":[76],"robotics":[77],"since":[78],"there":[79],"exist":[80],"different":[81],"sources":[82],"disturbances.":[84],"bright":[90],"light":[91],"reflections,":[92],"known":[93],"specular":[95,156,177],"highlights,":[96],"appear":[98],"glossy":[101],"surface":[102],"partially":[107],"occlude":[108],"field":[110],"view.":[112],"This":[113],"work":[114,167],"focused":[116],"developing":[118],"robust":[120],"approach":[121],"detects":[124],"removes":[126],"those":[127],"highlights":[128],"reduce":[130],"their":[131],"disturbance":[132],"surgeon":[135,190],"compensation":[139],"algorithm.":[140],"As":[141],"first":[143],"step,":[144],"we":[145,222],"exploit":[146],"color":[148],"attributes":[149],"Fuzzy":[151],"edge":[152],"detector":[153],"identify":[155,176],"regions":[157,209],"each":[159],"acquired":[160],"image":[161],"frame.":[162],"These":[163],"two":[164],"techniques":[165],"together":[166],"restricted":[169],"thresholding":[170],"able":[173],"regions.":[178],"Then,":[179],"order":[181],"eliminate":[183],"specularity":[185],"artifact":[186],"give":[188],"better":[192],"perception":[193],"heart,":[196],"second":[198],"part":[199],"our":[201],"solution":[202,235],"dedicated":[204],"correct":[206],"detected":[208],"using":[210],"inpainting":[211],"propagate":[213],"smooth":[215],"results.":[217],"Our":[218],"experimental":[219],"results,":[220],"carry":[223],"out":[224],"realistic":[226],"datasets,":[227],"reveal":[228],"how":[229],"efficient":[230],"precise":[232],"proposed":[234],"is,":[236],"well":[238],"demonstrate":[240],"its":[241],"robustness":[242],"real-time":[244],"performance.":[245]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
