{"id":"https://openalex.org/W1984288074","doi":"https://doi.org/10.1109/tcsvt.2013.2240918","title":"On Rate Distortion Optimization Using SSIM","display_name":"On Rate Distortion Optimization Using SSIM","publication_year":2013,"publication_date":"2013-01-16","ids":{"openalex":"https://openalex.org/W1984288074","doi":"https://doi.org/10.1109/tcsvt.2013.2240918","mag":"1984288074"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2013.2240918","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2013.2240918","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5028054905","display_name":"Chuohao Yeo","orcid":null},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Chuohao Yeo","raw_affiliation_strings":["Signal Processing Department, Institute for Infocomm Research, Singapore","Signal Process. Dept., Inst. for Infocomm Res., Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Signal Processing Department, Institute for Infocomm Research, Singapore","institution_ids":["https://openalex.org/I3005327000"]},{"raw_affiliation_string":"Signal Process. Dept., Inst. for Infocomm Res., Singapore, Singapore","institution_ids":["https://openalex.org/I3005327000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026930610","display_name":"Hui Li Tan","orcid":"https://orcid.org/0000-0002-3012-9222"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Hui Li Tan","raw_affiliation_strings":["Signal Processing Department, Institute for Infocomm Research, Singapore","Signal Process. Dept., Inst. for Infocomm Res., Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Signal Processing Department, Institute for Infocomm Research, Singapore","institution_ids":["https://openalex.org/I3005327000"]},{"raw_affiliation_string":"Signal Process. Dept., Inst. for Infocomm Res., Singapore, Singapore","institution_ids":["https://openalex.org/I3005327000"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100885845","display_name":"Yih Han Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yih Han Tan","raw_affiliation_strings":["Signal Processing Department, Institute for Infocomm Research, Singapore","Signal Process. Dept., Inst. for Infocomm Res., Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Signal Processing Department, Institute for Infocomm Research, Singapore","institution_ids":["https://openalex.org/I3005327000"]},{"raw_affiliation_string":"Signal Process. Dept., Inst. for Infocomm Res., Singapore, Singapore","institution_ids":["https://openalex.org/I3005327000"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5028054905"],"corresponding_institution_ids":["https://openalex.org/I3005327000"],"apc_list":null,"apc_paid":null,"fwci":4.8988,"has_fulltext":false,"cited_by_count":69,"citation_normalized_percentile":{"value":0.957127,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"23","issue":"7","first_page":"1170","last_page":"1181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","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/T11165","display_name":"Image and Video Quality Assessment","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/T10741","display_name":"Video Coding and Compression Technologies","score":0.9998000264167786,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9980000257492065,"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/rate\u2013distortion-optimization","display_name":"Rate\u2013distortion optimization","score":0.8391255140304565},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6712542772293091},{"id":"https://openalex.org/keywords/codec","display_name":"Codec","score":0.5697895288467407},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.5452835559844971},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5305032730102539},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5240674018859863},{"id":"https://openalex.org/keywords/lagrange-multiplier","display_name":"Lagrange multiplier","score":0.4920143783092499},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4818795323371887},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.45274433493614197},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.4327695667743683},{"id":"https://openalex.org/keywords/rate\u2013distortion-theory","display_name":"Rate\u2013distortion theory","score":0.43206948041915894},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4303551912307739},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3322831392288208},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.31078141927719116},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.30361485481262207},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18440377712249756},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.09479430317878723},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.08781090378761292},{"id":"https://openalex.org/keywords/multiview-video-coding","display_name":"Multiview Video Coding","score":0.07546687126159668}],"concepts":[{"id":"https://openalex.org/C50056821","wikidata":"https://www.wikidata.org/wiki/Q774502","display_name":"Rate\u2013distortion optimization","level":5,"score":0.8391255140304565},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6712542772293091},{"id":"https://openalex.org/C161765866","wikidata":"https://www.wikidata.org/wiki/Q184748","display_name":"Codec","level":2,"score":0.5697895288467407},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.5452835559844971},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5305032730102539},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5240674018859863},{"id":"https://openalex.org/C73684929","wikidata":"https://www.wikidata.org/wiki/Q598870","display_name":"Lagrange multiplier","level":2,"score":0.4920143783092499},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4818795323371887},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.45274433493614197},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.4327695667743683},{"id":"https://openalex.org/C64185310","wikidata":"https://www.wikidata.org/wiki/Q843483","display_name":"Rate\u2013distortion theory","level":3,"score":0.43206948041915894},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4303551912307739},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3322831392288208},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.31078141927719116},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.30361485481262207},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18440377712249756},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.09479430317878723},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.08781090378761292},{"id":"https://openalex.org/C23431618","wikidata":"https://www.wikidata.org/wiki/Q1404672","display_name":"Multiview Video Coding","level":4,"score":0.07546687126159668},{"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/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2013.2240918","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2013.2240918","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1495648659","https://openalex.org/W1601886876","https://openalex.org/W1634005169","https://openalex.org/W1973207880","https://openalex.org/W1982413921","https://openalex.org/W2009272644","https://openalex.org/W2009707700","https://openalex.org/W2034804901","https://openalex.org/W2044853498","https://openalex.org/W2046119925","https://openalex.org/W2053016004","https://openalex.org/W2064076387","https://openalex.org/W2097506161","https://openalex.org/W2101144220","https://openalex.org/W2101700394","https://openalex.org/W2103997799","https://openalex.org/W2106219841","https://openalex.org/W2116829535","https://openalex.org/W2119450282","https://openalex.org/W2120551067","https://openalex.org/W2122944125","https://openalex.org/W2133665775","https://openalex.org/W2134227958","https://openalex.org/W2137968810","https://openalex.org/W2140199336","https://openalex.org/W2143214446","https://openalex.org/W2146411623","https://openalex.org/W2152486668","https://openalex.org/W2154474317","https://openalex.org/W2160245619","https://openalex.org/W2164560270","https://openalex.org/W2165680521","https://openalex.org/W2169161136","https://openalex.org/W2545649598","https://openalex.org/W6629581000","https://openalex.org/W6645802568","https://openalex.org/W6677948724","https://openalex.org/W6682729703","https://openalex.org/W6684459363"],"related_works":["https://openalex.org/W2251218010","https://openalex.org/W2045735464","https://openalex.org/W3035539011","https://openalex.org/W2343776926","https://openalex.org/W2052044332","https://openalex.org/W4205669608","https://openalex.org/W4312132454","https://openalex.org/W2245085077","https://openalex.org/W2018913503","https://openalex.org/W2615390442"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"a":[5,13,75,95],"method":[6],"for":[7,131,150],"performing":[8],"rate-distortion":[9,45],"optimization":[10,29],"(RDO)":[11],"using":[12],"perceptual":[14,76],"visual":[15,77],"quality":[16],"metric,":[17],"the":[18,24,44,48,67,87,91,102,110,120,132,136,158,167],"structural":[19],"similarity":[20],"index":[21],"(SSIM),":[22],"as":[23,86],"target":[25],"of":[26,60,74,145],"optimization.":[27],"Rate-distortion":[28],"is":[30,52,162],"widely":[31],"used":[32,51,65,85,105],"in":[33,66,90,94,106,113,166],"modern":[34],"video":[35],"codecs":[36],"to":[37,42,127],"make":[38],"various":[39],"encoder":[40],"decisions":[41],"optimize":[43],"tradeoff.":[46],"Typically,":[47],"distortion":[49,88],"measure":[50],"either":[53],"sum-of-square":[54],"error":[55],"or":[56],"sum-of-absolute":[57],"distance,":[58],"both":[59],"which":[61],"are":[62],"convenient":[63],"when":[64],"RDO":[68,92,107,129],"framework":[69,93],"but":[70],"not":[71],"always":[72],"reflective":[73],"quality.":[78],"We":[79],"show":[80,124],"that":[81,114,125],"SSIM":[82,134],"can":[83,139],"be":[84],"metric":[89],"simple,":[96],"yet":[97],"effective,":[98],"manner":[99],"by":[100],"scaling":[101],"Lagrange":[103],"multiplier":[104],"based":[108],"on":[109,119],"local":[111],"variance":[112],"region.":[115],"The":[116],"experimental":[117],"results":[118],"H.264/AVC":[121],"reference":[122],"software":[123],"compared":[126],"traditional":[128],"approaches,":[130],"same":[133,159],"score,":[135],"proposed":[137],"approach":[138],"achieve":[140],"an":[141],"average":[142],"rate":[143],"reduction":[144],"about":[146],"9%":[147],"and":[148,153],"14%":[149],"random":[151],"access":[152],"low-delay":[154],"encoding":[155,168],"configurations.":[156],"At":[157],"time,":[160],"there":[161],"no":[163],"significant":[164],"change":[165],"runtime.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
