{"id":"https://openalex.org/W2976513813","doi":"https://doi.org/10.1109/icccn.2019.8847023","title":"Deep Learning Technique for Improving Data Reception in Optical Camera Communication-Based V2I","display_name":"Deep Learning Technique for Improving Data Reception in Optical Camera Communication-Based V2I","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2976513813","doi":"https://doi.org/10.1109/icccn.2019.8847023","mag":"2976513813"},"language":"en","primary_location":{"id":"doi:10.1109/icccn.2019.8847023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccn.2019.8847023","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 28th International Conference on Computer Communication and Networks (ICCCN)","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/A5005769981","display_name":"Dong Nyeok Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I162706563","display_name":"Hoseo University","ror":"https://ror.org/01qyd4k24","country_code":"KR","type":"education","lineage":["https://openalex.org/I162706563"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dong Nyeok Choi","raw_affiliation_strings":["Department of ICT Automotive Engineering, Hoseo University, Dangjin-si, Chungcheongnam-do, Rep. of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of ICT Automotive Engineering, Hoseo University, Dangjin-si, Chungcheongnam-do, Rep. of Korea","institution_ids":["https://openalex.org/I162706563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069947460","display_name":"Sung Yooun Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I162706563","display_name":"Hoseo University","ror":"https://ror.org/01qyd4k24","country_code":"KR","type":"education","lineage":["https://openalex.org/I162706563"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sung Yooun Jin","raw_affiliation_strings":["Department of ICT Automotive Engineering, Hoseo University, Dangjin-si, Chungcheongnam-do, Rep. of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of ICT Automotive Engineering, Hoseo University, Dangjin-si, Chungcheongnam-do, Rep. of Korea","institution_ids":["https://openalex.org/I162706563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100371930","display_name":"Ju-Hee Lee","orcid":"https://orcid.org/0000-0002-9245-4688"},"institutions":[{"id":"https://openalex.org/I162706563","display_name":"Hoseo University","ror":"https://ror.org/01qyd4k24","country_code":"KR","type":"education","lineage":["https://openalex.org/I162706563"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Juhee Lee","raw_affiliation_strings":["Department of ICT Automotive Engineering, Hoseo University, Dangjin-si, Chungcheongnam-do, Rep. of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of ICT Automotive Engineering, Hoseo University, Dangjin-si, Chungcheongnam-do, Rep. of Korea","institution_ids":["https://openalex.org/I162706563"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100748629","display_name":"Byung Wook Kim","orcid":"https://orcid.org/0000-0002-4728-9011"},"institutions":[{"id":"https://openalex.org/I174101054","display_name":"Changwon National University","ror":"https://ror.org/04ts4qa58","country_code":"KR","type":"education","lineage":["https://openalex.org/I174101054"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byung Wook Kim","raw_affiliation_strings":["Department of Information and Communication Engineering, Changwon National University, Changwon-si, Gyeongsangnam-do, Rep. of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Changwon National University, Changwon-si, Gyeongsangnam-do, Rep. of Korea","institution_ids":["https://openalex.org/I174101054"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8135,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.77633962,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9972000122070312,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9972000122070312,"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/T10851","display_name":"Optical Wireless Communication Technologies","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.7740704417228699},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.7314651012420654},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6312607526779175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.617002546787262},{"id":"https://openalex.org/keywords/region-of-interest","display_name":"Region of interest","score":0.5811647176742554},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5012431144714355},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4925259053707123},{"id":"https://openalex.org/keywords/visible-light-communication","display_name":"Visible light communication","score":0.47565481066703796},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.43954622745513916},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17530164122581482},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13177117705345154},{"id":"https://openalex.org/keywords/light-emitting-diode","display_name":"Light-emitting diode","score":0.11879599094390869},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10748952627182007},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.0855158269405365}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7740704417228699},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.7314651012420654},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6312607526779175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.617002546787262},{"id":"https://openalex.org/C19609008","wikidata":"https://www.wikidata.org/wiki/Q2138203","display_name":"Region of interest","level":2,"score":0.5811647176742554},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5012431144714355},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4925259053707123},{"id":"https://openalex.org/C160487672","wikidata":"https://www.wikidata.org/wiki/Q1426313","display_name":"Visible light communication","level":3,"score":0.47565481066703796},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.43954622745513916},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17530164122581482},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13177117705345154},{"id":"https://openalex.org/C176666156","wikidata":"https://www.wikidata.org/wiki/Q25504","display_name":"Light-emitting diode","level":2,"score":0.11879599094390869},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10748952627182007},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0855158269405365}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccn.2019.8847023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccn.2019.8847023","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 28th International Conference on Computer Communication and Networks (ICCCN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6499999761581421,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1903029394","https://openalex.org/W2029140907","https://openalex.org/W2117539524","https://openalex.org/W2139505542","https://openalex.org/W2512944926","https://openalex.org/W2583115661","https://openalex.org/W2737202447","https://openalex.org/W2963037989"],"related_works":["https://openalex.org/W2147832946","https://openalex.org/W2793134355","https://openalex.org/W4377967120","https://openalex.org/W1677446238","https://openalex.org/W4312857205","https://openalex.org/W3127659717","https://openalex.org/W185753090","https://openalex.org/W2154054035","https://openalex.org/W2170993395","https://openalex.org/W2365722390"],"abstract_inverted_index":{"Recently,":[0],"as":[1,62],"the":[2,50,56,72,92],"existing":[3],"lighting":[4],"infrastructures":[5],"are":[6,58],"replaced":[7],"by":[8,41],"LED":[9],"lighting,":[10],"optical":[11],"camera":[12],"communication":[13,18],"(OCC)":[14],"technology":[15],"in":[16],"vehicle-infrastructure":[17],"(V2I)":[19],"systems":[20],"have":[21],"been":[22],"actively":[23],"researched.":[24],"In":[25,49],"this":[26],"paper,":[27],"we":[28],"introduce":[29],"a":[30,79],"method":[31,113],"to":[32],"improve":[33],"data":[34,83,99],"packet":[35,100],"reception":[36,101],"rate":[37,102],"of":[38,111],"OCC-based":[39],"V2I":[40,51],"using":[42,103],"deep":[43,80],"learning":[44,81],"based":[45,105,114],"region-of-interest":[46],"(ROI)":[47],"detector.":[48],"environment,":[52],"traffic":[53],"lights":[54],"on":[55,115],"roadside":[57],"ROIs":[59],"that":[60,98,110],"perform":[61],"transmitters":[63],"sending":[64],"OCC":[65],"data,":[66],"and":[67],"should":[68],"be":[69,85],"detected":[70],"at":[71],"receiving":[73],"camera.":[74],"If":[75],"ROI":[76,106],"detectors":[77],"utilize":[78],"model,":[82],"can":[84],"extracted":[86],"stably":[87],"during":[88],"actual":[89],"driving.":[90],"From":[91],"experiment":[93],"result,":[94],"it":[95],"was":[96],"found":[97],"deep-learning":[104],"detection":[107],"technique":[108],"outperforms":[109],"conventional":[112],"image":[116],"differentiation.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}