{"id":"https://openalex.org/W3216897684","doi":"https://doi.org/10.1109/tmm.2021.3114548","title":"Learning-Based Scalable Image Compression With Latent-Feature Reuse and Prediction","display_name":"Learning-Based Scalable Image Compression With Latent-Feature Reuse and Prediction","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W3216897684","doi":"https://doi.org/10.1109/tmm.2021.3114548","mag":"3216897684"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2021.3114548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2021.3114548","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/A5069980015","display_name":"Yixin Mei","orcid":"https://orcid.org/0000-0003-1882-0173"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yixin Mei","raw_affiliation_strings":["School of Information and Communications Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","an Jiaotong University, Xi&#x2019","an, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"an Jiaotong University, Xi&#x2019","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100361230","display_name":"Li Li","orcid":"https://orcid.org/0000-0002-7163-6263"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Li","raw_affiliation_strings":["CAS Key Laboratory of Technology in Geo-Spatial Information Processing and Application System, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Technology in Geo-Spatial Information Processing and Application System, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100380625","display_name":"Zhu Li","orcid":"https://orcid.org/0000-0002-8246-177X"},"institutions":[{"id":"https://openalex.org/I75421653","display_name":"University of Missouri\u2013Kansas City","ror":"https://ror.org/01w0d5g70","country_code":"US","type":"education","lineage":["https://openalex.org/I75421653"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhu Li","raw_affiliation_strings":["Department of Computer Science and Electrical Engineering, University of Missouri-Kansas City, Kansas City, MO, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Electrical Engineering, University of Missouri-Kansas City, Kansas City, MO, USA","institution_ids":["https://openalex.org/I75421653"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100373576","display_name":"Fan Li","orcid":"https://orcid.org/0000-0002-7566-1634"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Li","raw_affiliation_strings":["School of Information and Communications Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","an Jiaotong University, Xi&#x2019","an, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"an Jiaotong University, Xi&#x2019","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"an, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5069980015"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":4.6091,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.95599799,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"24","issue":null,"first_page":"4143","last_page":"4157"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10741","display_name":"Video Coding and Compression Technologies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10901","display_name":"Advanced Data Compression 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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998000264167786,"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":0.8926259279251099},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.6104071736335754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5155720114707947},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.49291253089904785},{"id":"https://openalex.org/keywords/bitstream","display_name":"Bitstream","score":0.47428613901138306},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.47132495045661926},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3820367455482483},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.34895384311676025},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32375603914260864},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.31278806924819946},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.23417019844055176},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17192554473876953},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1697152853012085}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8926259279251099},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.6104071736335754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5155720114707947},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.49291253089904785},{"id":"https://openalex.org/C136695289","wikidata":"https://www.wikidata.org/wiki/Q415568","display_name":"Bitstream","level":3,"score":0.47428613901138306},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.47132495045661926},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3820367455482483},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.34895384311676025},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32375603914260864},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.31278806924819946},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.23417019844055176},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17192554473876953},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1697152853012085},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2021.3114548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2021.3114548","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/G3574590582","display_name":null,"funder_award_id":"1747751","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G3931585407","display_name":null,"funder_award_id":"U1903213","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335353","display_name":"National Science Foundation of Sri Lanka","ror":"https://ror.org/010xaa060"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2044470449","https://openalex.org/W2099563019","https://openalex.org/W2119047110","https://openalex.org/W2130703261","https://openalex.org/W2140196014","https://openalex.org/W2146395539","https://openalex.org/W2152486668","https://openalex.org/W2172073677","https://openalex.org/W2178928294","https://openalex.org/W2194775991","https://openalex.org/W2243883016","https://openalex.org/W2316470036","https://openalex.org/W2335393232","https://openalex.org/W2552465432","https://openalex.org/W2597747080","https://openalex.org/W2740336064","https://openalex.org/W2752850243","https://openalex.org/W2761560661","https://openalex.org/W2785562966","https://openalex.org/W2889718667","https://openalex.org/W2900996853","https://openalex.org/W2926689860","https://openalex.org/W2962891349","https://openalex.org/W2963149687","https://openalex.org/W2963711615","https://openalex.org/W2970340508","https://openalex.org/W2981613960","https://openalex.org/W3017123215","https://openalex.org/W3131427579","https://openalex.org/W6631190155","https://openalex.org/W6694251005","https://openalex.org/W6713134421","https://openalex.org/W6734035190","https://openalex.org/W6741057705","https://openalex.org/W6751903863","https://openalex.org/W6754634825","https://openalex.org/W6754669699","https://openalex.org/W6755487101"],"related_works":["https://openalex.org/W2129829718","https://openalex.org/W2521595930","https://openalex.org/W3165542721","https://openalex.org/W4243608781","https://openalex.org/W4378191574","https://openalex.org/W2161981399","https://openalex.org/W1520703599","https://openalex.org/W2595043295","https://openalex.org/W2751842002","https://openalex.org/W2387043686"],"abstract_inverted_index":{"Recently,":[0],"learning-based":[1,28,129],"image":[2,24,29,75,87,94,135,156,211,258],"compression":[3,25,30,88,136,259],"model":[4,138,222],"has":[5,250],"attracted":[6],"much":[7],"attention":[8],"due":[9,51],"to":[10,34,52,70,91,151,182,199,216,269],"its":[11],"impressive":[12],"performance":[13,253],"and":[14,22,132,155,170,193,266],"ease":[15],"of":[16,74,103,110,166,177,263,272],"optimization,":[17],"compared":[18],"with":[19],"traditional":[20,121,256],"DCT":[21],"wavelet-based":[23],"standards.":[26],"Most":[27],"models":[31],"are":[32,107,180,208],"trained":[33],"minimize":[35],"joint":[36],"rate-distortion":[37],"(RD)":[38],"loss":[39],"on":[40],"one":[41,148],"single":[42],"RD":[43],"trade-off":[44],"point.":[45],"However,":[46],"in":[47,139,142,202,210,213,226,243],"many":[48],"multimedia":[49],"applications,":[50],"communication":[53],"constraints,":[54],"or":[55,65],"display":[56],"adaptation":[57],"needs":[58],"for":[59,77],"different":[60,78],"spatial":[61,133],"formats,":[62],"bit":[63,97],"rates":[64],"power,":[66],"it":[67],"is":[68,160,267],"necessary":[69],"provide":[71,217],"a":[72,101,128,152,251],"variety":[73],"versions":[76],"client":[79],"devices.":[80],"To":[81,115,172],"fulfill":[82],"this":[83,117],"requirement,":[84],"typical":[85],"end-to-end":[86,130,228],"methods":[89],"have":[90],"compress":[92],"an":[93,227],"into":[95],"several":[96],"streams":[98],"independently":[99],"by":[100,120,162],"number":[102],"pre-trained":[104],"networks,":[105],"which":[106,143,188],"resource-consuming":[108],"because":[109],"redundancy":[111],"among":[112],"these":[113],"streams.":[114],"address":[116],"problem,":[118],"inspired":[119],"scalable":[122,134,257,261,270],"video":[123],"coding":[124],"framework,":[125],"we":[126],"propose":[127],"quality":[131],"(QSSIC)":[137],"multi-layer":[140],"structure,":[141],"each":[144],"layer":[145,186],"could":[146,223],"generate":[147],"bitstream":[149],"corresponding":[150],"specified":[153],"resolution":[154],"fidelity.":[157],"This":[158],"scalability":[159],"achieved":[161],"exploring":[163],"the":[164,184,190,255],"potential":[165],"feature-domain":[167],"representation":[168],"prediction":[169,196],"reuse.":[171],"be":[173,200,224],"specific,":[174],"firstly,":[175],"bitstreams":[176,207],"previous":[178,206],"layers":[179,215],"used":[181],"predict":[183],"current":[185],"representations":[187],"contains":[189],"enhancement":[191,203],"information,":[192],"then":[194],"only":[195],"residuals":[197],"need":[198],"coded":[201],"layers.":[204],"Secondly,":[205],"reused":[209],"reconstruction":[212],"higher":[214],"basic":[218],"information.":[219],"The":[220],"proposed":[221],"optimized":[225],"manner.":[229],"Extensive":[230],"experiments":[231],"show":[232],"that":[233],"our":[234,248],"method":[235,249,260],"outperforms":[236],"state-of-art":[237],"deep":[238],"neural":[239],"networks":[240],"(DNN)-based":[241],"auto-encoders":[242],"simulcast":[244],"scenarios.":[245],"In":[246],"addition,":[247],"better":[252],"than":[254],"extension":[262,271],"H.264/AVC":[264],"(SVC)":[265],"comparable":[268],"H.265/HEVC":[273],"(SHVC).":[274]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
