{"id":"https://openalex.org/W4391307054","doi":"https://doi.org/10.1109/vcip59821.2023.10402770","title":"An Advanced Multi-Scale Feature Compression using Selective Learning Strategy for Video Coding for Machines","display_name":"An Advanced Multi-Scale Feature Compression using Selective Learning Strategy for Video Coding for Machines","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4391307054","doi":"https://doi.org/10.1109/vcip59821.2023.10402770"},"language":"en","primary_location":{"id":"doi:10.1109/vcip59821.2023.10402770","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vcip59821.2023.10402770","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Visual Communications and Image Processing (VCIP)","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/A5078212546","display_name":"Yong-Uk Yoon","orcid":"https://orcid.org/0000-0002-5105-5437"},"institutions":[{"id":"https://openalex.org/I24456540","display_name":"Korea Aerospace University","ror":"https://ror.org/05jmm0651","country_code":"KR","type":"education","lineage":["https://openalex.org/I24456540"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Yong-Uk Yoon","raw_affiliation_strings":["Korea Aerospace University,Department of Electronics and Information Engineering,Goyang-si,Gyeonggi-do,Republic of Korea","Department of Electronics and Information Engineering, Korea Aerospace University, Goyang-si, Gyeonggi-do, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea Aerospace University,Department of Electronics and Information Engineering,Goyang-si,Gyeonggi-do,Republic of Korea","institution_ids":["https://openalex.org/I24456540"]},{"raw_affiliation_string":"Department of Electronics and Information Engineering, Korea Aerospace University, Goyang-si, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I24456540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102798028","display_name":"Gyu-Woong Han","orcid":"https://orcid.org/0009-0009-5711-781X"},"institutions":[{"id":"https://openalex.org/I24456540","display_name":"Korea Aerospace University","ror":"https://ror.org/05jmm0651","country_code":"KR","type":"education","lineage":["https://openalex.org/I24456540"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gyu-Woong Han","raw_affiliation_strings":["Korea Aerospace University,Department of Electronics and Information Engineering,Goyang-si,Gyeonggi-do,Republic of Korea","Department of Electronics and Information Engineering, Korea Aerospace University, Goyang-si, Gyeonggi-do, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea Aerospace University,Department of Electronics and Information Engineering,Goyang-si,Gyeonggi-do,Republic of Korea","institution_ids":["https://openalex.org/I24456540"]},{"raw_affiliation_string":"Department of Electronics and Information Engineering, Korea Aerospace University, Goyang-si, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I24456540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401547","display_name":"Jooyoung Lee","orcid":"https://orcid.org/0000-0003-0753-0699"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jooyoung Lee","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Daejeon,Republic of Korea","Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101718441","display_name":"Seyoon Jeong","orcid":"https://orcid.org/0000-0002-1675-4814"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Se Yoon Jeong","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Daejeon,Republic of Korea","Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100638066","display_name":"Jae\u2010Gon Kim","orcid":"https://orcid.org/0000-0003-3686-4786"},"institutions":[{"id":"https://openalex.org/I24456540","display_name":"Korea Aerospace University","ror":"https://ror.org/05jmm0651","country_code":"KR","type":"education","lineage":["https://openalex.org/I24456540"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae-Gon Kim","raw_affiliation_strings":["Korea Aerospace University,School of Electronics and Information Engineering,Goyang-si,Gyeonggi-do,Republic of Korea","School of Electronics and Information Engineering, Korea Aerospace University, Goyang-si, Gyeonggi-do, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea Aerospace University,School of Electronics and Information Engineering,Goyang-si,Gyeonggi-do,Republic of Korea","institution_ids":["https://openalex.org/I24456540"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Korea Aerospace University, Goyang-si, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I24456540"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5078212546"],"corresponding_institution_ids":["https://openalex.org/I24456540"],"apc_list":null,"apc_paid":null,"fwci":0.614,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71105271,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval 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/T10627","display_name":"Advanced Image and Video Retrieval 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/T10531","display_name":"Advanced Vision and Imaging","score":0.9997000098228455,"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":0.9991999864578247,"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":0.8264445066452026},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.705819845199585},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.6191243529319763},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5694559216499329},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5517131090164185},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5318806767463684},{"id":"https://openalex.org/keywords/codec","display_name":"Codec","score":0.5271769762039185},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5076743364334106},{"id":"https://openalex.org/keywords/video-compression-picture-types","display_name":"Video compression picture types","score":0.45430099964141846},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4378892183303833},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4221665859222412},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35633379220962524},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.35094907879829407},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.1869814097881317}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8264445066452026},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.705819845199585},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.6191243529319763},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5694559216499329},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5517131090164185},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5318806767463684},{"id":"https://openalex.org/C161765866","wikidata":"https://www.wikidata.org/wiki/Q184748","display_name":"Codec","level":2,"score":0.5271769762039185},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5076743364334106},{"id":"https://openalex.org/C106030495","wikidata":"https://www.wikidata.org/wiki/Q1797012","display_name":"Video compression picture types","level":4,"score":0.45430099964141846},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4378892183303833},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4221665859222412},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35633379220962524},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.35094907879829407},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.1869814097881317},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/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/vcip59821.2023.10402770","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vcip59821.2023.10402770","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Visual Communications and Image Processing (VCIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2098699644","https://openalex.org/W2107775979","https://openalex.org/W2291627510","https://openalex.org/W2594507094","https://openalex.org/W2963574614","https://openalex.org/W3106763294","https://openalex.org/W4205541964","https://openalex.org/W4226086968","https://openalex.org/W4288083516","https://openalex.org/W4383755718","https://openalex.org/W4386078270"],"related_works":["https://openalex.org/W1574724839","https://openalex.org/W2595406057","https://openalex.org/W2039662546","https://openalex.org/W4386870095","https://openalex.org/W4221117092","https://openalex.org/W2035981816","https://openalex.org/W2213155192","https://openalex.org/W2377630204","https://openalex.org/W1623638113","https://openalex.org/W2096476311"],"abstract_inverted_index":{"Machine":[0],"vision-based":[1],"applications":[2],"have":[3],"witnessed":[4],"widespread":[5],"adoption":[6],"in":[7,59,136,170],"diverse":[8],"fields.":[9],"Efficiently":[10],"processing":[11],"and":[12,141],"compressing":[13],"the":[14,32,79,87,89,111,120,132],"vast":[15],"amounts":[16],"of":[17,153],"video":[18,42,55,122],"data":[19],"collected":[20],"by":[21,57],"machines":[22,58],"is":[23,38,116],"crucial":[24],"for":[25,49,54,78,82,161,166],"these":[26],"applications.":[27,61,173],"To":[28],"address":[29],"this":[30],"need,":[31],"Moving":[33],"Picture":[34],"Experts":[35],"Group":[36],"(MPEG)":[37],"developing":[39],"a":[40,73,96,157],"new'":[41],"coding":[43],"standard":[44],"known":[45],"as":[46],"Video":[47,125],"Coding":[48,126],"Machines":[50],"(VCM),":[51],"specifically":[52],"optimized":[53],"consumed":[56],"vision":[60,172],"This":[62],"paper":[63],"proposes":[64],"an":[65],"advanced":[66],"multi-scale":[67,93],"feature":[68,98,106,115,134,168],"compression":[69,169],"(advMSFC)":[70],"method":[71,91,130,155],"with":[72],"selective":[74],"learning":[75],"strategy":[76],"(SLS)":[77],"Feature":[80],"Compression":[81],"VCM":[83,133],"(FCVCM).":[84],"By":[85],"applying":[86],"SLS,":[88],"proposed":[90,129],"converts":[92],"features":[94],"into":[95],"single-scale":[97],"arranged":[99],"based":[100,109],"on":[101,110],"channel-wise":[102],"importance,":[103],"enabling":[104],"adaptive":[105],"channel":[107],"truncation":[108],"QP.":[112],"The":[113,128,151],"truncated":[114],"efficiently":[117],"compressed":[118],"using":[119,156],"latest":[121],"codec,":[123],"Versatile":[124],"(VVC).":[127],"outperforms":[131],"anchor":[135],"instance":[137],"segmentation,":[138],"object":[139,142],"detection,":[140],"tracking":[143],"tasks,":[144],"achieving":[145],"significant":[146],"Bjontegaard":[147],"delta-rate":[148],"(BD-rate)":[149],"gains.":[150],"adaptability":[152],"our":[154],"single":[158],"trained":[159],"model":[160],"various":[162],"QPs":[163],"shows":[164],"promise":[165],"efficient":[167],"machine":[171]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}