{"id":"https://openalex.org/W3049255424","doi":"https://doi.org/10.1109/tits.2020.3013099","title":"ReViewNet: A Fast and Resource Optimized Network for Enabling Safe Autonomous Driving in Hazy Weather Conditions","display_name":"ReViewNet: A Fast and Resource Optimized Network for Enabling Safe Autonomous Driving in Hazy Weather Conditions","publication_year":2020,"publication_date":"2020-08-14","ids":{"openalex":"https://openalex.org/W3049255424","doi":"https://doi.org/10.1109/tits.2020.3013099","mag":"3049255424"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2020.3013099","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2020.3013099","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-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/A5084880151","display_name":"Aryan Mehra","orcid":"https://orcid.org/0000-0002-7258-2199"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Aryan Mehra","raw_affiliation_strings":["BITS Pilani, Pilani, India"],"raw_orcid":"https://orcid.org/0000-0002-7258-2199","affiliations":[{"raw_affiliation_string":"BITS Pilani, Pilani, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090323460","display_name":"Murari Mandal","orcid":"https://orcid.org/0000-0002-0157-0967"},"institutions":[{"id":"https://openalex.org/I83205935","display_name":"Malaviya National Institute of Technology Jaipur","ror":"https://ror.org/0077k1j32","country_code":"IN","type":"education","lineage":["https://openalex.org/I83205935"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Murari Mandal","raw_affiliation_strings":["Malaviya National Institute of Technology (MNIT), Jaipur, India"],"raw_orcid":"https://orcid.org/0000-0002-0157-0967","affiliations":[{"raw_affiliation_string":"Malaviya National Institute of Technology (MNIT), Jaipur, India","institution_ids":["https://openalex.org/I83205935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089824017","display_name":"Pratik Narang","orcid":"https://orcid.org/0000-0003-1865-3512"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pratik Narang","raw_affiliation_strings":["BITS Pilani, Pilani, India"],"raw_orcid":"https://orcid.org/0000-0003-1865-3512","affiliations":[{"raw_affiliation_string":"BITS Pilani, Pilani, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005020243","display_name":"Vinay Chamola","orcid":"https://orcid.org/0000-0002-6730-3060"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vinay Chamola","raw_affiliation_strings":["BITS Pilani, Pilani, India"],"raw_orcid":"https://orcid.org/0000-0002-6730-3060","affiliations":[{"raw_affiliation_string":"BITS Pilani, Pilani, India","institution_ids":["https://openalex.org/I74796645"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084880151"],"corresponding_institution_ids":["https://openalex.org/I74796645"],"apc_list":null,"apc_paid":null,"fwci":7.8465,"has_fulltext":false,"cited_by_count":129,"citation_normalized_percentile":{"value":0.98103928,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"22","issue":"7","first_page":"4256","last_page":"4266"},"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":0.9977999925613403,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/computer-science","display_name":"Computer science","score":0.7842278480529785},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.6947919130325317},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5358380675315857},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5130945444107056},{"id":"https://openalex.org/keywords/snow-removal","display_name":"Snow removal","score":0.5091709494590759},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4912042021751404},{"id":"https://openalex.org/keywords/mist","display_name":"Mist","score":0.470800518989563},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4702070355415344},{"id":"https://openalex.org/keywords/haze","display_name":"Haze","score":0.45683926343917847},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4216311275959015},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4204729497432709},{"id":"https://openalex.org/keywords/adverse-weather","display_name":"Adverse weather","score":0.4115905165672302},{"id":"https://openalex.org/keywords/snow","display_name":"Snow","score":0.18537119030952454},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1089138388633728}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7842278480529785},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.6947919130325317},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5358380675315857},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5130945444107056},{"id":"https://openalex.org/C2781290007","wikidata":"https://www.wikidata.org/wiki/Q3044530","display_name":"Snow removal","level":3,"score":0.5091709494590759},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4912042021751404},{"id":"https://openalex.org/C6831451","wikidata":"https://www.wikidata.org/wiki/Q192196","display_name":"Mist","level":2,"score":0.470800518989563},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4702070355415344},{"id":"https://openalex.org/C79974267","wikidata":"https://www.wikidata.org/wiki/Q643546","display_name":"Haze","level":2,"score":0.45683926343917847},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4216311275959015},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4204729497432709},{"id":"https://openalex.org/C2992147540","wikidata":"https://www.wikidata.org/wiki/Q1277161","display_name":"Adverse weather","level":2,"score":0.4115905165672302},{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.18537119030952454},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1089138388633728},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2020.3013099","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2020.3013099","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4923847401","display_name":null,"funder_award_id":"PLN/AD/2018-19/5","funder_id":"https://openalex.org/F4320323889","funder_display_name":"Birla Institute of Technology and Science, Pilani"}],"funders":[{"id":"https://openalex.org/F4320323889","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W2076520105","https://openalex.org/W2077862666","https://openalex.org/W2128254161","https://openalex.org/W2147318913","https://openalex.org/W2156936307","https://openalex.org/W2256362396","https://openalex.org/W2343226831","https://openalex.org/W2467473805","https://openalex.org/W2508509730","https://openalex.org/W2508647300","https://openalex.org/W2518979500","https://openalex.org/W2519481857","https://openalex.org/W2536722097","https://openalex.org/W2779176852","https://openalex.org/W2788682721","https://openalex.org/W2790514085","https://openalex.org/W2792829624","https://openalex.org/W2794541395","https://openalex.org/W2806490974","https://openalex.org/W2808370801","https://openalex.org/W2886865072","https://openalex.org/W2892191868","https://openalex.org/W2902302654","https://openalex.org/W2921730422","https://openalex.org/W2921932380","https://openalex.org/W2948606054","https://openalex.org/W2956118666","https://openalex.org/W2958547803","https://openalex.org/W2962754725","https://openalex.org/W2962793481","https://openalex.org/W2962884594","https://openalex.org/W2963073614","https://openalex.org/W2963074253","https://openalex.org/W2963306157","https://openalex.org/W2963629021","https://openalex.org/W2963928582","https://openalex.org/W2965814601","https://openalex.org/W2966552252","https://openalex.org/W2967047368","https://openalex.org/W2969661752","https://openalex.org/W2971739813","https://openalex.org/W2984422960","https://openalex.org/W2985194834","https://openalex.org/W2987728104","https://openalex.org/W3004133675","https://openalex.org/W3006945815","https://openalex.org/W3008662118","https://openalex.org/W3010981366","https://openalex.org/W3013211900","https://openalex.org/W3025804100","https://openalex.org/W3033731742","https://openalex.org/W3035345812","https://openalex.org/W3036806523","https://openalex.org/W3099979478","https://openalex.org/W6726979445","https://openalex.org/W6727252148","https://openalex.org/W6729966448","https://openalex.org/W6748171559","https://openalex.org/W6748339939","https://openalex.org/W6765858918","https://openalex.org/W6770058558"],"related_works":["https://openalex.org/W2377479197","https://openalex.org/W2978117182","https://openalex.org/W4360602179","https://openalex.org/W2360189371","https://openalex.org/W2898303697","https://openalex.org/W2310037518","https://openalex.org/W3111225517","https://openalex.org/W2357703469","https://openalex.org/W2383404717","https://openalex.org/W2363003319"],"abstract_inverted_index":{"Adverse":[0],"weather":[1,28,184],"conditions":[2,185],"such":[3],"as":[4],"fog,":[5],"haze,":[6],"snow,":[7],"mist":[8],"and":[9,22,38,64,79,99,140,150,166],"glare":[10],"create":[11],"visibility":[12],"problems":[13],"for":[14,84,186],"applications":[15],"of":[16,67,109,114,148,153,177],"autonomous":[17,85,110,187],"vehicles.":[18,86,111],"To":[19],"ensure":[20,61],"safe":[21],"smooth":[23],"operations":[24],"in":[25,54,181],"frequent":[26],"bad":[27],"scenarios,":[29],"image":[30],"dehazing":[31,68,81],"is":[32,58,118],"crucial":[33],"to":[34,60,102],"any":[35],"vehicular":[36,171,188],"motion":[37],"navigation":[39],"task":[40],"on":[41,124,169],"road":[42],"or":[43],"air.":[44],"Moreover,":[45],"the":[46,115,146,154,159,175,178],"commonly":[47],"deployed":[48],"mobile":[49],"systems":[50],"are":[51],"resource":[52],"constrained":[53],"nature.":[55],"Therefore,":[56],"it":[57],"important":[59],"memory,":[62],"compute":[63],"run-time":[65],"efficiency":[66],"algorithms.":[69],"In":[70],"this":[71],"manuscript":[72],"we":[73],"propose":[74],"ReViewNet,":[75],"a":[76,137],"fast,":[77],"lightweight":[78],"robust":[80],"system":[82],"suitable":[83],"The":[87,112],"network":[88],"uses":[89],"components":[90],"like":[91],"spatial":[92],"feature":[93],"pooling,":[94],"quadruple":[95],"color-cue,":[96],"multi-look":[97],"architecture":[98],"multi-weighted":[100],"loss":[101,141],"effectively":[103],"dehaze":[104],"images":[105],"captured":[106],"by":[107,120],"cameras":[108],"effectiveness":[113,176],"proposed":[116,179],"model":[117],"analyzed":[119],"exhaustive":[121],"quantitative":[122],"evaluation":[123],"five":[125],"benchmark":[126],"datasets":[127],"demonstrating":[128],"its":[129],"supremacy":[130],"over":[131],"other":[132],"existing":[133],"state-of-the-art":[134],"methods.":[135],"Further,":[136],"component-wise":[138],"ablation":[139],"weight":[142],"ratio":[143],"analysis":[144,161],"demonstrates":[145],"contribution":[147],"each":[149],"every":[151],"component":[152],"network.":[155],"We":[156],"also":[157],"show":[158],"qualitative":[160],"with":[162],"special":[163],"use":[164],"cases":[165],"visual":[167],"responses":[168],"distinctive":[170],"vision":[172],"instances,":[173],"establishing":[174],"method":[180],"numerous":[182],"hazy":[183],"applications.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":39},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":3}],"updated_date":"2026-05-19T08:33:51.333923","created_date":"2025-10-10T00:00:00"}
