{"id":"https://openalex.org/W3128333252","doi":"https://doi.org/10.1109/icoin50884.2021.9333878","title":"Non-Local Self-Attention Mechanism for Real-Time Context Embedding Deep Shadow Removal Network","display_name":"Non-Local Self-Attention Mechanism for Real-Time Context Embedding Deep Shadow Removal Network","publication_year":2021,"publication_date":"2021-01-13","ids":{"openalex":"https://openalex.org/W3128333252","doi":"https://doi.org/10.1109/icoin50884.2021.9333878","mag":"3128333252"},"language":"en","primary_location":{"id":"doi:10.1109/icoin50884.2021.9333878","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin50884.2021.9333878","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information Networking (ICOIN)","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/A5100331515","display_name":"Dohyun Kim","orcid":"https://orcid.org/0000-0002-7957-2946"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Dohyun Kim","raw_affiliation_strings":["Chung-Ang University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Chung-Ang University, Seoul, Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049202871","display_name":"Joongheon Kim","orcid":"https://orcid.org/0000-0003-2126-768X"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joongheon Kim","raw_affiliation_strings":["Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100331515"],"corresponding_institution_ids":["https://openalex.org/I67900169"],"apc_list":null,"apc_paid":null,"fwci":0.0961,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.34194444,"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":"43","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9994999766349792,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9987999796867371,"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":0.8170179128646851},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6660414934158325},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6642311215400696},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6308164000511169},{"id":"https://openalex.org/keywords/shadow","display_name":"Shadow (psychology)","score":0.6276127099990845},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.605690598487854},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5212638974189758},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48495984077453613}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8170179128646851},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6660414934158325},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6642311215400696},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6308164000511169},{"id":"https://openalex.org/C117797892","wikidata":"https://www.wikidata.org/wiki/Q286363","display_name":"Shadow (psychology)","level":2,"score":0.6276127099990845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.605690598487854},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5212638974189758},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48495984077453613},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icoin50884.2021.9333878","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin50884.2021.9333878","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information Networking (ICOIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2740832349","https://openalex.org/W2793757353","https://openalex.org/W2804078698","https://openalex.org/W2904140897","https://openalex.org/W2921353216","https://openalex.org/W2956149500","https://openalex.org/W2962782029","https://openalex.org/W2963091558","https://openalex.org/W2963706010","https://openalex.org/W6637373629","https://openalex.org/W6752378368"],"related_works":["https://openalex.org/W2893218741","https://openalex.org/W2081900870","https://openalex.org/W2558319350","https://openalex.org/W1492594177","https://openalex.org/W1842742976","https://openalex.org/W2803235238","https://openalex.org/W399661440","https://openalex.org/W4293226380","https://openalex.org/W410356389","https://openalex.org/W1992929574"],"abstract_inverted_index":{"Cast":[0],"shadows":[1],"can":[2],"potentially":[3],"mask":[4],"important":[5],"information":[6],"in":[7,81],"vehicle":[8,59],"vision":[9,60],"systems.":[10],"To":[11],"mitigate":[12],"this":[13,50,63],"degradation,":[14],"shadow":[15],"removal":[16],"has":[17],"been":[18],"studied":[19],"but":[20],"challenging":[21],"by":[22],"requiring":[23],"the":[24,44,78,87,92],"semantic":[25,96],"context":[26,80],"understanding":[27],"of":[28],"global":[29,48,79],"images.":[30],"Recently,":[31],"deep":[32],"convolutional":[33],"neural":[34],"network-based":[35],"methods":[36],"show":[37],"outperforming":[38],"results;":[39],"however,":[40],"they":[41],"mainly":[42],"increase":[43],"depth":[45],"to":[46,54,76,94],"capture":[47,77,95],"information;":[49],"makes":[51],"it":[52,100],"difficult":[53],"be":[55],"mounted":[56],"on":[57],"a":[58,67],"system.":[61],"In":[62],"paper,":[64],"we":[65],"adopt":[66],"non-local":[68],"self-attention":[69,89],"mechanism":[70,90],"and":[71],"improve":[72],"its":[73],"time":[74],"complexity":[75],"real-time.":[82],"Experimental":[83],"results":[84],"confirm":[85],"that":[86],"proposed":[88],"allows":[91],"network":[93],"image":[97],"contexts":[98],"while":[99],"requires":[101],"less":[102],"computation.":[103]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
