{"id":"https://openalex.org/W2342691131","doi":"https://doi.org/10.1109/vcip.2015.7457903","title":"Accurate image specular highlight removal based on light field imaging","display_name":"Accurate image specular highlight removal based on light field imaging","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W2342691131","doi":"https://doi.org/10.1109/vcip.2015.7457903","mag":"2342691131"},"language":"en","primary_location":{"id":"doi:10.1109/vcip.2015.7457903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vcip.2015.7457903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Visual Communications and Image Processing (VCIP)","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/A5049523411","display_name":"Chenxue Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxue Xu","raw_affiliation_strings":["Graduate School at Shenzhen, Tsinghua University, Shenzhen, China","Shenzhen Key Laboratory of Broadband Network & Multimedia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School at Shenzhen, Tsinghua University, Shenzhen, China","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Broadband Network & Multimedia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051526485","display_name":"Xingzheng Wang","orcid":"https://orcid.org/0000-0002-5433-3631"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingzheng Wang","raw_affiliation_strings":["Graduate School at Shenzhen, Tsinghua University, Shenzhen, China","Shenzhen Key Laboratory of Broadband Network & Multimedia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School at Shenzhen, Tsinghua University, Shenzhen, China","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Broadband Network & Multimedia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028229824","display_name":"Haoqian Wang","orcid":"https://orcid.org/0000-0003-2792-8469"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoqian Wang","raw_affiliation_strings":["Graduate School at Shenzhen, Tsinghua University, Shenzhen, China","Shenzhen Key Laboratory of Broadband Network & Multimedia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School at Shenzhen, Tsinghua University, Shenzhen, China","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Broadband Network & Multimedia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101653272","display_name":"Yongbing Zhang","orcid":"https://orcid.org/0000-0003-3320-2904"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongbing Zhang","raw_affiliation_strings":["Graduate School at Shenzhen, Tsinghua University, Shenzhen, China","Shenzhen Key Laboratory of Broadband Network & Multimedia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School at Shenzhen, Tsinghua University, Shenzhen, China","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Broadband Network & Multimedia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1352,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.49825955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9997000098228455,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9997000098228455,"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":0.9994999766349792,"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/T11666","display_name":"Color Science and Applications","score":0.9994999766349792,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/specularity","display_name":"Specularity","score":0.9957932829856873},{"id":"https://openalex.org/keywords/specular-reflection","display_name":"Specular reflection","score":0.870003342628479},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7875798940658569},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7633168697357178},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7397844195365906},{"id":"https://openalex.org/keywords/specular-highlight","display_name":"Specular highlight","score":0.6744740009307861},{"id":"https://openalex.org/keywords/light-field","display_name":"Light field","score":0.6181955933570862},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.598419189453125},{"id":"https://openalex.org/keywords/camouflage","display_name":"Camouflage","score":0.5852786898612976},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.505235493183136},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.337501585483551},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1824915111064911},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.15725576877593994}],"concepts":[{"id":"https://openalex.org/C2779456664","wikidata":"https://www.wikidata.org/wiki/Q972162","display_name":"Specularity","level":3,"score":0.9957932829856873},{"id":"https://openalex.org/C118381688","wikidata":"https://www.wikidata.org/wiki/Q1079524","display_name":"Specular reflection","level":2,"score":0.870003342628479},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7875798940658569},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7633168697357178},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7397844195365906},{"id":"https://openalex.org/C50045419","wikidata":"https://www.wikidata.org/wiki/Q7575328","display_name":"Specular highlight","level":3,"score":0.6744740009307861},{"id":"https://openalex.org/C48983235","wikidata":"https://www.wikidata.org/wiki/Q593161","display_name":"Light field","level":2,"score":0.6181955933570862},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.598419189453125},{"id":"https://openalex.org/C2776196576","wikidata":"https://www.wikidata.org/wiki/Q196113","display_name":"Camouflage","level":2,"score":0.5852786898612976},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.505235493183136},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.337501585483551},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1824915111064911},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.15725576877593994},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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:10.1109/vcip.2015.7457903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vcip.2015.7457903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Visual Communications and Image Processing (VCIP)","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":21,"referenced_works":["https://openalex.org/W1181295934","https://openalex.org/W1524528038","https://openalex.org/W1555072979","https://openalex.org/W1991135461","https://openalex.org/W2039298799","https://openalex.org/W2063366997","https://openalex.org/W2070080778","https://openalex.org/W2079686637","https://openalex.org/W2103274608","https://openalex.org/W2105466713","https://openalex.org/W2116093366","https://openalex.org/W2122981824","https://openalex.org/W2137313943","https://openalex.org/W2145294360","https://openalex.org/W2146772029","https://openalex.org/W2149694199","https://openalex.org/W2157586573","https://openalex.org/W2254478436","https://openalex.org/W6627678364","https://openalex.org/W6680152570","https://openalex.org/W6681398662"],"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/W3214939452","https://openalex.org/W2146452289","https://openalex.org/W2367218495","https://openalex.org/W2185589673","https://openalex.org/W2412436235"],"abstract_inverted_index":{"Specular":[0],"reflection":[1],"removal":[2],"is":[3,72],"indispensable":[4],"to":[5,40,74,104],"many":[6],"computer":[7],"vision":[8],"tasks.":[9],"However,":[10],"most":[11],"existing":[12],"methods":[13,115],"fail":[14],"or":[15],"degrade":[16],"in":[17],"complex":[18],"real":[19],"scenarios":[20],"for":[21],"their":[22],"individual":[23],"drawbacks.":[24],"Benefiting":[25],"from":[26],"the":[27,54,63,76,117],"light":[28,55],"field":[29,56],"imaging":[30],"technology,":[31],"this":[32],"paper":[33],"proposes":[34],"a":[35,66,85,93],"novel":[36],"and":[37,43,68,81,92],"accurate":[38],"approach":[39],"remove":[41],"specularity":[42,52],"improve":[44],"image":[45,64],"quality.":[46],"We":[47],"first":[48],"capture":[49],"images":[50],"with":[51,113],"by":[53,111],"camera":[57],"(Lytro":[58],"ILLUM).":[59],"After":[60],"accurately":[61],"estimating":[62],"depth,":[65],"simple":[67],"concise":[69],"threshold":[70],"strategy":[71],"adopted":[73],"cluster":[75],"specular":[77],"pixels":[78],"into":[79],"\"unsaturated\"":[80],"\"saturated\"":[82],"category.":[83],"Finally,":[84],"color":[86,95,107],"variance":[87],"analysis":[88],"of":[89,119],"multiple":[90],"views":[91],"local":[94],"refinement":[96],"are":[97],"individually":[98],"conducted":[99],"on":[100],"these":[101],"two":[102],"categories":[103],"recover":[105],"diffuse":[106],"information.":[108],"Experimental":[109],"evaluation":[110],"comparison":[112],"existed":[114],"verifies":[116],"effectiveness":[118],"our":[120],"proposed":[121],"algorithm.":[122]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}