{"id":"https://openalex.org/W3048166876","doi":"https://doi.org/10.1109/tmm.2020.3013352","title":"YuvConv: Multi-Scale Non-Uniform Convolution Structure Based on YUV Color Model","display_name":"YuvConv: Multi-Scale Non-Uniform Convolution Structure Based on YUV Color Model","publication_year":2020,"publication_date":"2020-08-04","ids":{"openalex":"https://openalex.org/W3048166876","doi":"https://doi.org/10.1109/tmm.2020.3013352","mag":"3048166876"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2020.3013352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2020.3013352","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5080841116","display_name":"Youqing Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Youqing Xiao","raw_affiliation_strings":["Faculty of Information Technology, Macau University of Science and Technology, Macau, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology, Macau, China","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011596136","display_name":"Zhanchuan Cai","orcid":"https://orcid.org/0000-0002-6954-7691"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Zhanchuan Cai","raw_affiliation_strings":["Faculty of Information Technology, Macau University of Science and Technology, Macau, China"],"raw_orcid":"https://orcid.org/0000-0002-6954-7691","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology, Macau, China","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008240552","display_name":"Xixi Yuan","orcid":"https://orcid.org/0000-0001-7027-2253"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Xixi Yuan","raw_affiliation_strings":["Faculty of Information Technology, Macau University of Science and Technology, Macau, China"],"raw_orcid":"https://orcid.org/0000-0001-7027-2253","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology, Macau, China","institution_ids":["https://openalex.org/I111950717"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I111950717"],"apc_list":null,"apc_paid":null,"fwci":0.0958,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.3866223,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"23","issue":null,"first_page":"2533","last_page":"2544"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","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"}},"topics":[{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9988999962806702,"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":0.9980999827384949,"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/chrominance","display_name":"Chrominance","score":0.986183762550354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7178236842155457},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6780295372009277},{"id":"https://openalex.org/keywords/luminance","display_name":"Luminance","score":0.6446470618247986},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6251261234283447},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5007247924804688},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4569334387779236},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4136379063129425},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3958699703216553},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.23610731959342957}],"concepts":[{"id":"https://openalex.org/C163204269","wikidata":"https://www.wikidata.org/wiki/Q355263","display_name":"Chrominance","level":3,"score":0.986183762550354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7178236842155457},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6780295372009277},{"id":"https://openalex.org/C73313986","wikidata":"https://www.wikidata.org/wiki/Q355386","display_name":"Luminance","level":2,"score":0.6446470618247986},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6251261234283447},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5007247924804688},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4569334387779236},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4136379063129425},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3958699703216553},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.23610731959342957},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2020.3013352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2020.3013352","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6689159894","display_name":null,"funder_award_id":"A1910","funder_id":"https://openalex.org/F4320334817","funder_display_name":"Cao Guangbiao High Science and Technology Foundation, Zhejiang University"},{"id":"https://openalex.org/G797554231","display_name":null,"funder_award_id":"2011CB302400","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8777501822","display_name":null,"funder_award_id":"VRLAB2019C02","funder_id":"https://openalex.org/F4320321125","funder_display_name":"Beihang University"}],"funders":[{"id":"https://openalex.org/F4320321125","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56"},{"id":"https://openalex.org/F4320326839","display_name":"State Key Laboratory of Virtual Reality Technology and Systems","ror":null},{"id":"https://openalex.org/F4320334817","display_name":"Cao Guangbiao High Science and Technology Foundation, Zhejiang University","ror":"https://ror.org/00a2xv884"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W300523764","https://openalex.org/W845365781","https://openalex.org/W1524680991","https://openalex.org/W1821462560","https://openalex.org/W2098676252","https://openalex.org/W2109255472","https://openalex.org/W2117539524","https://openalex.org/W2119144962","https://openalex.org/W2279098554","https://openalex.org/W2319920447","https://openalex.org/W2335728318","https://openalex.org/W2499540656","https://openalex.org/W2560622558","https://openalex.org/W2565125333","https://openalex.org/W2574253917","https://openalex.org/W2612445135","https://openalex.org/W2616324011","https://openalex.org/W2624273542","https://openalex.org/W2823177849","https://openalex.org/W2886851211","https://openalex.org/W2887695188","https://openalex.org/W2922433978","https://openalex.org/W2940262938","https://openalex.org/W2945472816","https://openalex.org/W2949391068","https://openalex.org/W2954721224","https://openalex.org/W2956265248","https://openalex.org/W2963000224","https://openalex.org/W2963094099","https://openalex.org/W2963163009","https://openalex.org/W2963241429","https://openalex.org/W2963342610","https://openalex.org/W2963363373","https://openalex.org/W2963696937","https://openalex.org/W2963722952","https://openalex.org/W2963896595","https://openalex.org/W2963981420","https://openalex.org/W2964137095","https://openalex.org/W2964299589","https://openalex.org/W2982083293","https://openalex.org/W2988396473","https://openalex.org/W3008725350","https://openalex.org/W3102169921","https://openalex.org/W3118608800","https://openalex.org/W3124561108","https://openalex.org/W4241071816","https://openalex.org/W4297775537","https://openalex.org/W6638523607","https://openalex.org/W6677580257","https://openalex.org/W6695314431","https://openalex.org/W6700264148","https://openalex.org/W6724179616","https://openalex.org/W6724998850","https://openalex.org/W6725543821","https://openalex.org/W6737664043","https://openalex.org/W6739663239","https://openalex.org/W6749810415","https://openalex.org/W6753261499","https://openalex.org/W6755034786","https://openalex.org/W6761630670","https://openalex.org/W6787972765"],"related_works":["https://openalex.org/W1799575154","https://openalex.org/W2005759937","https://openalex.org/W2034025452","https://openalex.org/W2009194336","https://openalex.org/W1966501750","https://openalex.org/W2051148592","https://openalex.org/W2966759666","https://openalex.org/W3088721469","https://openalex.org/W2964954556","https://openalex.org/W3019910406"],"abstract_inverted_index":{"Since":[0],"digital":[1],"images":[2],"are":[3,85,121,139],"able":[4],"to":[5,103,127],"be":[6,32],"encoded":[7],"through":[8],"the":[9,14,35,64,69,78,82,98,116,132,142,150,153,157,162],"luminance-bandwidth-chrominance":[10],"(YUV)":[11],"mode,":[12],"and":[13,94,110,119,123,137,168,175],"contribution":[15],"of":[16,23,38,68,90,144,152,156,164],"luminance":[17,105],"information":[18,25,40],"is":[19,72,101,108],"greater":[20],"than":[21],"that":[22,34,149],"chrominance":[24,39,129],"for":[26],"human":[27],"visual":[28],"perception,":[29],"it":[30,169],"can":[31,160,170],"inferred":[33],"appropriate":[36],"reduction":[37],"in":[41,81],"convolutional":[42,70],"neural":[43],"network":[44],"does":[45],"not":[46],"disturb":[47],"image":[48],"object":[49],"recognition.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54],"propose":[55],"a":[56],"new":[57,83],"multi-scale":[58],"non-uniform":[59],"convolution":[60,84,159],"called":[61],"YuvConv,":[62],"wherein":[63],"output":[65,79,113,143],"feature":[66],"map":[67],"layer":[71],"regarded":[73],"as":[74,141],"an":[75],"image.":[76],"First,":[77],"channels":[80,126],"divided":[86],"into":[87],"three":[88],"kinds":[89],"components:":[91],"Y,":[92],"U,":[93],"V":[95,120],"tensors.":[96],"Then,":[97],"tensor":[99],"Y":[100],"used":[102],"process":[104,128],"information,":[106],"which":[107],"high-resolution":[109],"occupies":[111],"more":[112],"channels.":[114],"Next,":[115],"tensors":[117,134],"U":[118],"low-resolution":[122],"use":[124,151],"fewer":[125],"information.":[130],"Finally,":[131],"adjacent":[133],"(Y-U,":[135],"Y-U-V,":[136],"U-V)":[138],"fused":[140],"YuvConv.":[145],"Experimental":[146],"results":[147],"indicate":[148],"YuvConv":[154],"instead":[155],"standard":[158],"improve":[161],"performance":[163],"deep":[165],"learning":[166],"tasks,":[167],"also":[171],"reduce":[172],"memory":[173],"consumption":[174],"computation":[176],"cost.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}