{"id":"https://openalex.org/W4317538415","doi":"https://doi.org/10.3390/s23031212","title":"Sparse Depth-Guided Image Enhancement Using Incremental GP with Informative Point Selection","display_name":"Sparse Depth-Guided Image Enhancement Using Incremental GP with Informative Point Selection","publication_year":2023,"publication_date":"2023-01-20","ids":{"openalex":"https://openalex.org/W4317538415","doi":"https://doi.org/10.3390/s23031212","pmid":"https://pubmed.ncbi.nlm.nih.gov/36772253"},"language":"en","primary_location":{"id":"doi:10.3390/s23031212","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23031212","pdf_url":"https://www.mdpi.com/1424-8220/23/3/1212/pdf?version=1674211427","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/3/1212/pdf?version=1674211427","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067458322","display_name":"Geonmo Yang","orcid":"https://orcid.org/0009-0009-1273-9631"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Geonmo Yang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Inha University, Incheon 22212, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Inha University, Incheon 22212, Republic of Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091155452","display_name":"Juhui Lee","orcid":"https://orcid.org/0000-0002-9656-0605"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Juhui Lee","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Inha University, Incheon 22212, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Inha University, Incheon 22212, Republic of Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100740100","display_name":"Ayoung Kim","orcid":"https://orcid.org/0000-0001-9829-2408"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ayoung Kim","raw_affiliation_strings":["Department of Mechanical Engineering, Seoul National University, Seoul 01811, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Seoul National University, Seoul 01811, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065477392","display_name":"Younggun Cho","orcid":"https://orcid.org/0000-0003-2025-7770"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Younggun Cho","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Inha University, Incheon 22212, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-2025-7770","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Inha University, Incheon 22212, Republic of Korea","institution_ids":["https://openalex.org/I191879574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065477392"],"corresponding_institution_ids":["https://openalex.org/I191879574"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.2277,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.47421041,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"23","issue":"3","first_page":"1212","last_page":"1212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":1.0,"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":1.0,"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":0.996999979019165,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9955999851226807,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.755304217338562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7486526370048523},{"id":"https://openalex.org/keywords/grayscale","display_name":"Grayscale","score":0.7471491098403931},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5951706767082214},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.5768178701400757},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4506179094314575},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.44430670142173767},{"id":"https://openalex.org/keywords/haze","display_name":"Haze","score":0.4276576638221741},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.4212125837802887},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3724035620689392},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3612930178642273},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07955425977706909}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.755304217338562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7486526370048523},{"id":"https://openalex.org/C78201319","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Grayscale","level":3,"score":0.7471491098403931},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5951706767082214},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.5768178701400757},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4506179094314575},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.44430670142173767},{"id":"https://openalex.org/C79974267","wikidata":"https://www.wikidata.org/wiki/Q643546","display_name":"Haze","level":2,"score":0.4276576638221741},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.4212125837802887},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3724035620689392},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3612930178642273},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07955425977706909},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s23031212","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23031212","pdf_url":"https://www.mdpi.com/1424-8220/23/3/1212/pdf?version=1674211427","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36772253","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36772253","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9920918","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9920918","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:6010bc174cbd4ba3a7df4d5ebce6ad29","is_oa":true,"landing_page_url":"https://doaj.org/article/6010bc174cbd4ba3a7df4d5ebce6ad29","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":"Sensors, Vol 23, Iss 3, p 1212 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/3/1212/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23031212","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 3; Pages: 1212","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23031212","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23031212","pdf_url":"https://www.mdpi.com/1424-8220/23/3/1212/pdf?version=1674211427","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G7838303770","display_name":null,"funder_award_id":"20210562","funder_id":"https://openalex.org/F4320322011","funder_display_name":"Ministry of Oceans and Fisheries"}],"funders":[{"id":"https://openalex.org/F4320321370","display_name":"Inha University","ror":"https://ror.org/01easw929"},{"id":"https://openalex.org/F4320322011","display_name":"Ministry of Oceans and Fisheries","ror":"https://ror.org/00c5s4a53"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4317538415.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1552228541","https://openalex.org/W1973569872","https://openalex.org/W1986255332","https://openalex.org/W1999156278","https://openalex.org/W2020950478","https://openalex.org/W2028990532","https://openalex.org/W2045336852","https://openalex.org/W2054960511","https://openalex.org/W2058535340","https://openalex.org/W2085744236","https://openalex.org/W2121880036","https://openalex.org/W2125188192","https://openalex.org/W2128254161","https://openalex.org/W2143013621","https://openalex.org/W2147318913","https://openalex.org/W2151103935","https://openalex.org/W2156936307","https://openalex.org/W2181646778","https://openalex.org/W2185967851","https://openalex.org/W2256362396","https://openalex.org/W2291559698","https://openalex.org/W2474516010","https://openalex.org/W2536722097","https://openalex.org/W2566801332","https://openalex.org/W2779176852","https://openalex.org/W2792829624","https://openalex.org/W2811026039","https://openalex.org/W2962782447","https://openalex.org/W2964088115","https://openalex.org/W2968878340","https://openalex.org/W2971483169","https://openalex.org/W2998249728","https://openalex.org/W3006777311","https://openalex.org/W3153781409","https://openalex.org/W4230892463","https://openalex.org/W4327808545","https://openalex.org/W6770437327"],"related_works":["https://openalex.org/W2397673276","https://openalex.org/W2318437963","https://openalex.org/W2348696601","https://openalex.org/W2394444438","https://openalex.org/W2377355001","https://openalex.org/W2387386748","https://openalex.org/W2377493372","https://openalex.org/W2964624622","https://openalex.org/W2388134306","https://openalex.org/W2371905190"],"abstract_inverted_index":{"We":[0],"propose":[1],"an":[2,11,133],"online":[3,109],"dehazing":[4,23,58],"method":[5,172],"with":[6,166],"sparse":[7,40,48,93,105],"depth":[8,49,89,94,106,119,128,152],"priors":[9],"using":[10,25,175],"incremental":[12,118],"Gaussian":[13],"Process":[14],"(iGP).":[15],"Conventional":[16],"approaches":[17],"focus":[18],"on":[19,102],"achieving":[20],"single":[21],"image":[22],"by":[24,136],"multiple":[26],"channels.":[27],"In":[28],"many":[29],"robotics":[30],"platforms,":[31],"range":[32],"measurements":[33],"are":[34,96],"directly":[35],"available,":[36],"except":[37],"in":[38,51,132],"a":[39,103],"form.":[41],"This":[42,99],"paper":[43,100],"exploits":[44],"direct":[45],"and":[46,56,64,77,84,122,141,156,185,190],"possibly":[47],"data":[50],"order":[52],"to":[53,73],"achieve":[54],"efficient":[55,88,112],"effective":[57],"that":[59],"works":[60,78],"for":[61,81,108,117],"both":[62,82],"color":[63,83,178],"grayscale":[65,186],"images.":[66,86],"The":[67,170],"proposed":[68,171],"algorithm":[69],"is":[70],"not":[71],"limited":[72],"the":[74,127,149,162],"channel":[75],"information":[76,139],"equally":[79],"well":[80],"gray":[85],"However,":[87],"map":[90,120],"estimations":[91],"(from":[92],"priors)":[95],"additionally":[97],"required.":[98],"focuses":[101],"highly":[104],"prior":[107,129,153],"dehazing.":[110,123],"For":[111],"dehazing,":[113],"we":[114],"adopted":[115],"iGP":[116],"estimation":[121],"Incremental":[124],"selection":[125],"of":[126],"was":[130,154,173],"conducted":[131],"information-theoretic":[134],"way":[135],"evaluating":[137],"mutual":[138],"(MI)":[140],"other":[142],"information-based":[143],"metrics.":[144],"As":[145],"per":[146],"updates,":[147],"only":[148],"most":[150],"informative":[151],"added,":[155],"haze-free":[157],"images":[158,179],"were":[159],"reconstructed":[160],"from":[161],"atmospheric":[163],"scattering":[164],"model":[165],"incrementally":[167],"estimated":[168],"depth.":[169],"validated":[174],"different":[176],"scenarios,":[177],"under":[180],"synthetic":[181],"fog,":[182],"real":[183],"color,":[184],"haze":[187],"indoors,":[188],"outdoors,":[189],"underwater":[191],"scenes.":[192]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
