{"id":"https://openalex.org/W4308098279","doi":"https://doi.org/10.1109/euvip53989.2022.9922780","title":"Autoencoder Model Exploration for Multi-Layer Video Compression","display_name":"Autoencoder Model Exploration for Multi-Layer Video Compression","publication_year":2022,"publication_date":"2022-09-11","ids":{"openalex":"https://openalex.org/W4308098279","doi":"https://doi.org/10.1109/euvip53989.2022.9922780"},"language":"en","primary_location":{"id":"doi:10.1109/euvip53989.2022.9922780","is_oa":false,"landing_page_url":"https://doi.org/10.1109/euvip53989.2022.9922780","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 10th European Workshop on Visual Information Processing (EUVIP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5068666437","display_name":"Luiz Henrique Cancellier","orcid":"https://orcid.org/0000-0003-1207-6849"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luiz Henrique Cancellier","raw_affiliation_strings":["Federal University of Santa Catarina (UFSC)- INE/PPGCC,Florianópolis,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Santa Catarina (UFSC)- INE/PPGCC,Florianópolis,Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016210524","display_name":"Mateus Grellert","orcid":"https://orcid.org/0000-0003-0600-7054"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Mateus Grellert","raw_affiliation_strings":["Federal University of Santa Catarina (UFSC)- INE/PPGCC,Florianópolis,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Santa Catarina (UFSC)- INE/PPGCC,Florianópolis,Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045089951","display_name":"Jos\u00e9 Lu\u00eds G\u00fcntzel","orcid":"https://orcid.org/0000-0002-7712-869X"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jose Luis Guntzel","raw_affiliation_strings":["Federal University of Santa Catarina (UFSC)- INE/PPGCC,Florianópolis,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Santa Catarina (UFSC)- INE/PPGCC,Florianópolis,Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059180287","display_name":"Lu\u00eds A. da Silva Cruz","orcid":"https://orcid.org/0000-0003-1141-4404"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Luis A. Da Silva Cruz","raw_affiliation_strings":["University of Coimbra,Department of Electrical and Computer Engineering,Coimbra,Portugal","Department of Electrical and Computer Engineering, University of Coimbra, Coimbra, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Coimbra,Department of Electrical and Computer Engineering,Coimbra,Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression 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/T10901","display_name":"Advanced Data Compression 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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9958999752998352,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9904000163078308,"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/autoencoder","display_name":"Autoencoder","score":0.9039040803909302},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8362246751785278},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.7153125405311584},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.7027338743209839},{"id":"https://openalex.org/keywords/scalable-video-coding","display_name":"Scalable Video Coding","score":0.6517562866210938},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6367793679237366},{"id":"https://openalex.org/keywords/bitstream","display_name":"Bitstream","score":0.6148672103881836},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.6034031510353088},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4973340332508087},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.46843796968460083},{"id":"https://openalex.org/keywords/decorrelation","display_name":"Decorrelation","score":0.46084025502204895},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.4370631277561188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4148270785808563},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3824378252029419},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.37137752771377563},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.368733286857605},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34824007749557495},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06284871697425842},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.0600658655166626}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.9039040803909302},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8362246751785278},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7153125405311584},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.7027338743209839},{"id":"https://openalex.org/C133529210","wikidata":"https://www.wikidata.org/wiki/Q1076113","display_name":"Scalable Video Coding","level":3,"score":0.6517562866210938},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6367793679237366},{"id":"https://openalex.org/C136695289","wikidata":"https://www.wikidata.org/wiki/Q415568","display_name":"Bitstream","level":3,"score":0.6148672103881836},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.6034031510353088},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4973340332508087},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.46843796968460083},{"id":"https://openalex.org/C177860922","wikidata":"https://www.wikidata.org/wiki/Q788608","display_name":"Decorrelation","level":2,"score":0.46084025502204895},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.4370631277561188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4148270785808563},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3824378252029419},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.37137752771377563},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.368733286857605},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34824007749557495},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06284871697425842},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0600658655166626},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/euvip53989.2022.9922780","is_oa":false,"landing_page_url":"https://doi.org/10.1109/euvip53989.2022.9922780","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 10th European Workshop on Visual Information Processing (EUVIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2034613189","https://openalex.org/W244344808","https://openalex.org/W2107251209","https://openalex.org/W1528098903","https://openalex.org/W2470687056","https://openalex.org/W2076066421","https://openalex.org/W2091663387","https://openalex.org/W2486643156","https://openalex.org/W2295904439","https://openalex.org/W1955145126"],"abstract_inverted_index":{"The":[0,48,128,145],"use":[1,40,72],"of":[2,16,41,50,73,95,171],"autoencoder":[3,42,108],"models":[4,43,129],"for":[5,58,135],"image":[6],"and":[7,55,105,116,157,167,173],"video":[8,46,62],"compression":[9,29,155],"have":[10],"been":[11],"explored":[12],"by":[13,152,163],"a":[14,31,112,136],"number":[15],"works":[17,24],"published":[18],"in":[19,30,34,44,79],"recent":[20],"years.":[21],"While":[22],"those":[23],"perform":[25],"the":[26,39,60,66,71,74,80,88,93,97,101,125,149,164],"original":[27],"data":[28],"single":[32],"layer,":[33,82],"this":[35],"work":[36],"we":[37],"propose":[38],"two-layered":[45],"coding.":[47],"adoption":[49],"multi-layer":[51],"encoder":[52],"provides":[53],"scalability":[54],"allows":[56],"us":[57],"decoupling":[59],"traditional":[61],"coding":[63],"implementation":[64],"from":[65],"NN":[67],"solutions.":[68],"By":[69],"restricting":[70],"Neural":[75],"Network":[76],"(NN)":[77],"solution":[78],"enhancement":[81],"it":[83],"becomes":[84],"possible":[85],"to":[86,132],"decode":[87],"base":[89],"layer":[90],"bitstream":[91],"without":[92],"necessity":[94],"running":[96],"decoding":[98],"process":[99],"with":[100,142],"NN.":[102],"We":[103],"implemented":[104],"evaluated":[106],"two":[107],"models:":[109],"one":[110,151],"using":[111,138],"symmetric":[113],"encoder/decoder":[114],"architecture,":[115],"an":[117],"asymmetric":[118],"alternative":[119],"that":[120],"employs":[121],"more":[122],"layers":[123],"on":[124],"decoder":[126],"side.":[127],"were":[130],"trained":[131],"compress":[133],"residues":[134],"scenario":[137],"All":[139],"Intra":[140],"encoding":[141],"spatial":[143],"scalability.":[144],"Asymmetric":[146],"model":[147],"outperformed":[148],"Symmetric":[150],"providing":[153],"better":[154],"rates":[156],"quality":[158],"results,":[159],"which":[160],"is":[161],"confirmed":[162],"respective":[165],"BD-Rate":[166],"BD-PSNR":[168],"average":[169],"results":[170],"-17.06%":[172],"0.7dB,":[174],"respectively.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}