{"id":"https://openalex.org/W3021521271","doi":"https://doi.org/10.1145/3293353.3293395","title":"Video Dehazing using LMNN with respect to Augmented MRF","display_name":"Video Dehazing using LMNN with respect to Augmented MRF","publication_year":2018,"publication_date":"2018-12-18","ids":{"openalex":"https://openalex.org/W3021521271","doi":"https://doi.org/10.1145/3293353.3293395","mag":"3021521271"},"language":"en","primary_location":{"id":"doi:10.1145/3293353.3293395","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3293353.3293395","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Indian Conference on Computer Vision, Graphics and Image Processing","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/A5025292996","display_name":"Kushal Borkar","orcid":null},"institutions":[{"id":"https://openalex.org/I4387155292","display_name":"Indian Institute of Information Technology Sri City","ror":"https://ror.org/026873d40","country_code":null,"type":"education","lineage":["https://openalex.org/I4387155292"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Kushal Borkar","raw_affiliation_strings":["Indian Institute of Information Technology Sricity, Chittoor, Andhra Pradesh"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology Sricity, Chittoor, Andhra Pradesh","institution_ids":["https://openalex.org/I4387155292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070435685","display_name":"Snehasis Mukherjee","orcid":"https://orcid.org/0000-0002-2196-8980"},"institutions":[{"id":"https://openalex.org/I4387155292","display_name":"Indian Institute of Information Technology Sri City","ror":"https://ror.org/026873d40","country_code":null,"type":"education","lineage":["https://openalex.org/I4387155292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Snehasis Mukherjee","raw_affiliation_strings":["Indian Institute of Information Technology Sricity, Chittoor, Andhra Pradesh"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology Sricity, Chittoor, Andhra Pradesh","institution_ids":["https://openalex.org/I4387155292"]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5025292996"],"corresponding_institution_ids":["https://openalex.org/I4387155292"],"apc_list":null,"apc_paid":null,"fwci":0.1045,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50909523,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9986000061035156,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9969000220298767,"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":0.6710955500602722},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5031160712242126},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.44378167390823364}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6710955500602722},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5031160712242126},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44378167390823364}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3293353.3293395","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3293353.3293395","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Indian Conference on Computer Vision, Graphics and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1973462757","https://openalex.org/W1973709278","https://openalex.org/W2001619934","https://openalex.org/W2019593041","https://openalex.org/W2028763589","https://openalex.org/W2028990532","https://openalex.org/W2065002911","https://openalex.org/W2085261163","https://openalex.org/W2085744236","https://openalex.org/W2106053110","https://openalex.org/W2109616376","https://openalex.org/W2114867966","https://openalex.org/W2128254161","https://openalex.org/W2147318913","https://openalex.org/W2156380531","https://openalex.org/W2156936307","https://openalex.org/W2256362396","https://openalex.org/W2292513996","https://openalex.org/W2295475768","https://openalex.org/W2467473805","https://openalex.org/W2519481857","https://openalex.org/W2536722097","https://openalex.org/W2549850705","https://openalex.org/W2789895829","https://openalex.org/W3151922143","https://openalex.org/W4236296534","https://openalex.org/W4236965008","https://openalex.org/W4242007601","https://openalex.org/W4243685538","https://openalex.org/W4249142012","https://openalex.org/W4301409532","https://openalex.org/W6647720530","https://openalex.org/W6655249848","https://openalex.org/W6676391317"],"related_works":["https://openalex.org/W1891287906","https://openalex.org/W1969923398","https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2755342338","https://openalex.org/W2229312674","https://openalex.org/W3116076068","https://openalex.org/W2058170566","https://openalex.org/W258625772","https://openalex.org/W2170022336"],"abstract_inverted_index":{"The":[0,17,85,155,185,243,269],"presence":[1],"of":[2,11,19,38,60,73,94,103,157,182,227,231,266],"haze":[3,211],"within":[4],"the":[5,9,30,71,89,95,100,104,111,116,122,128,137,144,158,162,180,183,199,223,228,232,236,240,254,260,263,267,275,285],"atmospheric":[6],"medium":[7],"degrades":[8],"quality":[10],"videos":[12,282],"captured":[13],"by":[14,166,197],"camera":[15],"sensors.":[16],"expulsion":[18],"haze,":[20],"referred":[21],"to":[22,29,147,206,221,234,258,283],"as":[23],"dehazing,":[24,51,76],"is":[25,107,164,219,272],"typically":[26],"performed":[27],"subject":[28],"physical":[31],"degradation":[32],"display,":[33],"that":[34,99],"involves":[35],"an":[36,39,57,65,249],"explanation":[37],"ill-posed":[40],"inverse":[41],"drawback.":[42],"A":[43],"few":[44,168],"efforts":[45],"have":[46],"been":[47],"made":[48],"for":[49,67],"image":[50,75],"whereas,":[52],"video":[53,68,233],"dehazing":[54,69],"still":[55],"remains":[56],"unexplored":[58],"area":[59],"research.":[61],"This":[62],"paper":[63],"proposes":[64],"approach":[66],"combining":[70],"concepts":[72],"single":[74],"optical":[77,141,204],"stream":[78,244],"estimation":[79],"and":[80,91,139,179,193,201,262,280],"Markov":[81],"Random":[82],"Field":[83],"(MRF).":[84],"proposed":[86,117,270],"method":[87,271],"enhances":[88],"temporal":[90,261],"spatial":[92,264],"coherence":[93,265],"hazy":[96],"video.":[97],"Assuming":[98],"dark":[101,129],"channel":[102,130],"haze-free":[105,159],"picture":[106],"zero,":[108],"we":[109,119],"acquire":[110],"raw":[112,123],"transmission":[113,124,225,255],"map.":[114],"In":[115],"approach,":[118],"focus":[120],"on":[121,253,277],"map":[125,226],"obtained":[126,257],"from":[127],"prior":[131],"using":[132,151],"guided":[133],"filter.":[134],"We":[135],"assess":[136],"forward":[138,200],"reverse":[140,203],"streams":[142],"between":[143],"neighboring":[145],"frames":[146,163,205,230],"locate":[148],"individual":[149],"pixels":[150,160,186],"Linear":[152],"Discriminant":[153],"Analysis.":[154],"color":[156],"in":[161,177,202,239,248],"approximated":[165],"a":[167,174,188],"hundred":[169],"discrete":[170],"colors,":[171],"which":[172],"generate":[173],"fixed":[175],"cluster":[176,190],"space":[178],"directions":[181],"pixel.":[184],"at":[187],"given":[189],"are":[191,246],"spread":[192],"can":[194],"be":[195],"determined":[196],"analyzing":[198],"predict":[207],"its":[208],"value":[209,238],"after":[210],"removal.":[212],"Largest":[213],"Margin":[214],"Nearest":[215],"Neighbor":[216],"(LMNN)":[217],"algorithm":[218],"applied":[220],"get":[222],"smooth":[224],"foggy":[229],"approximate":[235],"pixel":[237],"RGB":[241],"space.":[242],"fields":[245],"utilized":[247],"augmented":[250],"MRF":[251],"model":[252],"guide":[256],"enhance":[259],"transmission.":[268],"compared":[273],"against":[274],"state-of-the-art":[276],"both":[278],"real":[279],"synthetic":[281],"preserve":[284],"information":[286],"optimally.":[287]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}