{"id":"https://openalex.org/W4406891928","doi":"https://doi.org/10.1109/tmm.2025.3535279","title":"One is All: A Unified Rate-Distortion-Complexity Framework for Learned Image Compression Under Energy Concentration Criteria","display_name":"One is All: A Unified Rate-Distortion-Complexity Framework for Learned Image Compression Under Energy Concentration Criteria","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406891928","doi":"https://doi.org/10.1109/tmm.2025.3535279"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2025.3535279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3535279","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/A5073718691","display_name":"Chao Li","orcid":"https://orcid.org/0009-0007-3639-4223"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Li","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0007-3639-4223","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102710712","display_name":"Tianyi Li","orcid":"https://orcid.org/0009-0008-9132-0769"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyi Li","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038040039","display_name":"Fanyang Meng","orcid":"https://orcid.org/0000-0001-5725-2178"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fanyang Meng","raw_affiliation_strings":["Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-5725-2178","affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017906749","display_name":"Qingyu Mao","orcid":"https://orcid.org/0000-0003-2473-4976"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingyu Mao","raw_affiliation_strings":["School of Electronic and Information Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-2473-4976","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087556686","display_name":"Youneng Bao","orcid":"https://orcid.org/0000-0003-3781-6938"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youneng Bao","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-3781-6938","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023918894","display_name":"Yonghong Tian","orcid":"https://orcid.org/0000-0002-2978-5935"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghong Tian","raw_affiliation_strings":["Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-2978-5935","affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100657559","display_name":"Yongsheng Liang","orcid":"https://orcid.org/0000-0002-0891-5577"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongsheng Liang","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-0891-5577","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00958643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":null,"first_page":"3992","last_page":"4007"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","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"}},"topics":[{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","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/T10688","display_name":"Image and Signal Denoising Methods","score":0.994700014591217,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9811999797821045,"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":0.8109074234962463},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.6045710444450378},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.5981583595275879},{"id":"https://openalex.org/keywords/rate-distortion","display_name":"Rate distortion","score":0.5210113525390625},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5144970417022705},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5021240711212158},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5017716884613037},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.47022342681884766},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.45825329422950745},{"id":"https://openalex.org/keywords/rate\u2013distortion-theory","display_name":"Rate\u2013distortion theory","score":0.4136066734790802},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41168197989463806},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3979731500148773},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3854901194572449},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3378567099571228},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12897291779518127},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11393359303474426},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.08391964435577393}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8109074234962463},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.6045710444450378},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.5981583595275879},{"id":"https://openalex.org/C2982755384","wikidata":"https://www.wikidata.org/wiki/Q843483","display_name":"Rate distortion","level":3,"score":0.5210113525390625},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5144970417022705},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5021240711212158},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5017716884613037},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.47022342681884766},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.45825329422950745},{"id":"https://openalex.org/C64185310","wikidata":"https://www.wikidata.org/wiki/Q843483","display_name":"Rate\u2013distortion theory","level":3,"score":0.4136066734790802},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41168197989463806},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3979731500148773},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3854901194572449},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3378567099571228},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12897291779518127},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11393359303474426},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.08391964435577393},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2025.3535279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3535279","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":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.699999988079071}],"awards":[{"id":"https://openalex.org/G8212228297","display_name":null,"funder_award_id":"62031013","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W2118217749","https://openalex.org/W2140196014","https://openalex.org/W2146395539","https://openalex.org/W2928165649","https://openalex.org/W2962785568","https://openalex.org/W2970340508","https://openalex.org/W2982853315","https://openalex.org/W3003267478","https://openalex.org/W3014578089","https://openalex.org/W3015639993","https://openalex.org/W3017123215","https://openalex.org/W3017136408","https://openalex.org/W3034469748","https://openalex.org/W3035294152","https://openalex.org/W3088142143","https://openalex.org/W3091145207","https://openalex.org/W3091266734","https://openalex.org/W3107622308","https://openalex.org/W3116647679","https://openalex.org/W3131427579","https://openalex.org/W3134748538","https://openalex.org/W3147173580","https://openalex.org/W3173563913","https://openalex.org/W3179468628","https://openalex.org/W3183723309","https://openalex.org/W3191577026","https://openalex.org/W3201359752","https://openalex.org/W3202918664","https://openalex.org/W3215555993","https://openalex.org/W4221148507","https://openalex.org/W4223425316","https://openalex.org/W4224916569","https://openalex.org/W4226355936","https://openalex.org/W4230291482","https://openalex.org/W4283320592","https://openalex.org/W4283805579","https://openalex.org/W4292256660","https://openalex.org/W4292793989","https://openalex.org/W4293795170","https://openalex.org/W4295241416","https://openalex.org/W4295682783","https://openalex.org/W4312590925","https://openalex.org/W4312653295","https://openalex.org/W4312806968","https://openalex.org/W4312949231","https://openalex.org/W4323338643","https://openalex.org/W4372259776","https://openalex.org/W4386075611","https://openalex.org/W4386075805","https://openalex.org/W4386596917","https://openalex.org/W4386598402","https://openalex.org/W4387968526","https://openalex.org/W4390872565","https://openalex.org/W4391093171","https://openalex.org/W4392904474","https://openalex.org/W4398173609","https://openalex.org/W4402915571","https://openalex.org/W4403848090","https://openalex.org/W6747701344","https://openalex.org/W6754634825","https://openalex.org/W6809757870","https://openalex.org/W6810067190","https://openalex.org/W6846889673","https://openalex.org/W6849793491","https://openalex.org/W6859298233","https://openalex.org/W6869543416"],"related_works":["https://openalex.org/W2521595930","https://openalex.org/W4243608781","https://openalex.org/W3165542721","https://openalex.org/W4313046148","https://openalex.org/W1413489299","https://openalex.org/W1939109514","https://openalex.org/W4378191574","https://openalex.org/W2129829718","https://openalex.org/W1843792225","https://openalex.org/W2751842002"],"abstract_inverted_index":{"The":[0,148],"learned":[1],"image":[2],"compression":[3],"(LIC)":[4],"technique":[5,34],"has":[6],"surpassed":[7],"the":[8,85,93,123,144,154,176,185],"state-of-the-art":[9],"traditional":[10],"codecs":[11],"(H.266/VVC)":[12],"in":[13,38,134],"case":[14],"of":[15,88,165],"rate-distortion":[16],"(R-D)":[17],"performance.":[18],"Its":[19],"real-time":[20],"deployments":[21],"are":[22],"far":[23],"advanced.":[24],"In":[25,53],"order":[26],"to":[27,81,193],"achieve":[28],"more":[29],"flexible":[30,37],"deployments,":[31],"an":[32,74],"LIC":[33,64],"should":[35],"be":[36],"adjusting":[39],"its":[40,51],"computational":[41],"complexity":[42],"and":[43,50,180],"rate":[44],"as":[45,119],"demanded":[46],"by":[47],"a":[48,58,96,108,128,138,168],"situation":[49],"environment.":[52],"this":[54,102],"paper,":[55],"we":[56,71,106,126],"propose":[57,107],"unified":[59],"Rate-Distortion-Complexity":[60],"(R-D-C)":[61],"framework":[62,142],"for":[63,95,115,132,172],"under":[65,143],"channel":[66,86],"energy":[67,87,103,145],"concentration":[68,104,146],"criteria.":[69,147],"Specifically,":[70],"first":[72],"introduce":[73],"Energy":[75],"Asymptotic":[76],"Nonlinear":[77],"Transformation":[78],"(EANT)":[79],"designed":[80],"directly":[82],"concentrate":[83],"on":[84],"latent":[89],"representations,":[90],"thus":[91],"laying":[92],"groundwork":[94],"scalable":[97,130,140],"entropy":[98],"coding.":[99],"Next,":[100],"leveraging":[101],"characteristic,":[105],"corresponding":[109],"Heterogeneous":[110],"Scalable":[111],"Entropy":[112],"Model":[113],"(HSEM)":[114],"flexibly":[116],"scaling":[117],"bitstreams":[118],"needed.":[120],"Finally,":[121],"utilizing":[122],"proposed":[124,155,186],"EANT,":[125],"construct":[127],"fine-grained":[129,173],"codec":[131],"formulating,":[133],"combination":[135],"with":[136],"HSEM,":[137],"comprehensive":[139],"R-D-C":[141],"obtained":[149],"experimental":[150],"results":[151],"demonstrate":[152],"that":[153],"method":[156,187],"could":[157],"enable":[158],"seamless":[159],"transitions":[160],"between":[161],"13":[162],"different":[163],"widths":[164],"sub-models":[166],"within":[167],"single":[169],"network,":[170],"allowing":[171],"control":[174],"over":[175],"model":[177],"bitrate,":[178],"complexity,":[179],"hardware":[181],"inference":[182],"time.":[183],"Additionally,":[184],"exhibits":[188],"competitive":[189],"R-D":[190],"performance":[191],"compared":[192],"many":[194],"existing":[195],"methods.":[196]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
