{"id":"https://openalex.org/W4249214180","doi":"https://doi.org/10.1109/mmsp53017.2021.9733433","title":"Pareto-optimized coding configurations for VVenC, a fast and efficient VVC encoder","display_name":"Pareto-optimized coding configurations for VVenC, a fast and efficient VVC encoder","publication_year":2021,"publication_date":"2021-10-06","ids":{"openalex":"https://openalex.org/W4249214180","doi":"https://doi.org/10.1109/mmsp53017.2021.9733433"},"language":"en","primary_location":{"id":"doi:10.1109/mmsp53017.2021.9733433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp53017.2021.9733433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP)","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/A5034989503","display_name":"Jens Brandenburg","orcid":"https://orcid.org/0009-0000-7557-199X"},"institutions":[{"id":"https://openalex.org/I2800274787","display_name":"Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute","ror":"https://ror.org/02tbr6331","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800274787","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jens Brandenburg","raw_affiliation_strings":["Fraunhofer HHI,Video Communication and Applications Department,Berlin,Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer HHI,Video Communication and Applications Department,Berlin,Germany","institution_ids":["https://openalex.org/I2800274787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058776579","display_name":"Adam Wieckowski","orcid":"https://orcid.org/0000-0003-0490-5803"},"institutions":[{"id":"https://openalex.org/I2800274787","display_name":"Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute","ror":"https://ror.org/02tbr6331","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800274787","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Adam Wieckowski","raw_affiliation_strings":["Fraunhofer HHI,Video Communication and Applications Department,Berlin,Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer HHI,Video Communication and Applications Department,Berlin,Germany","institution_ids":["https://openalex.org/I2800274787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020754957","display_name":"Anastasia Henkel","orcid":"https://orcid.org/0009-0003-8581-3771"},"institutions":[{"id":"https://openalex.org/I2800274787","display_name":"Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute","ror":"https://ror.org/02tbr6331","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800274787","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anastasia Henkel","raw_affiliation_strings":["Fraunhofer HHI,Video Communication and Applications Department,Berlin,Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer HHI,Video Communication and Applications Department,Berlin,Germany","institution_ids":["https://openalex.org/I2800274787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088063745","display_name":"Benjamin Bross","orcid":"https://orcid.org/0000-0002-1608-3774"},"institutions":[{"id":"https://openalex.org/I2800274787","display_name":"Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute","ror":"https://ror.org/02tbr6331","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800274787","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benjamin Bross","raw_affiliation_strings":["Fraunhofer HHI,Video Communication and Applications Department,Berlin,Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer HHI,Video Communication and Applications Department,Berlin,Germany","institution_ids":["https://openalex.org/I2800274787"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083836367","display_name":"Detlev Marpe","orcid":"https://orcid.org/0000-0002-5391-3247"},"institutions":[{"id":"https://openalex.org/I2800274787","display_name":"Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute","ror":"https://ror.org/02tbr6331","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800274787","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Detlev Marpe","raw_affiliation_strings":["Fraunhofer HHI,Video Communication and Applications Department,Berlin,Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer HHI,Video Communication and Applications Department,Berlin,Germany","institution_ids":["https://openalex.org/I2800274787"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5034989503"],"corresponding_institution_ids":["https://openalex.org/I2800274787"],"apc_list":null,"apc_paid":null,"fwci":2.1544,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.88628583,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"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/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/T10531","display_name":"Advanced Vision and Imaging","score":0.9930999875068665,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9896000027656555,"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/encoder","display_name":"Encoder","score":0.741491973400116},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7278422713279724},{"id":"https://openalex.org/keywords/reference-software","display_name":"Reference software","score":0.5938708186149597},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5926262736320496},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5560095310211182},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.47414630651474},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.44175344705581665},{"id":"https://openalex.org/keywords/codec","display_name":"Codec","score":0.4322662949562073},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.42508450150489807},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4242743253707886},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3634112477302551},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3290351629257202},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.29235178232192993},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1831899881362915},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.1490454375743866},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1048310399055481}],"concepts":[{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.741491973400116},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7278422713279724},{"id":"https://openalex.org/C2776493296","wikidata":"https://www.wikidata.org/wiki/Q7307150","display_name":"Reference software","level":3,"score":0.5938708186149597},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5926262736320496},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5560095310211182},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.47414630651474},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.44175344705581665},{"id":"https://openalex.org/C161765866","wikidata":"https://www.wikidata.org/wiki/Q184748","display_name":"Codec","level":2,"score":0.4322662949562073},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.42508450150489807},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4242743253707886},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3634112477302551},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3290351629257202},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.29235178232192993},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1831899881362915},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.1490454375743866},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1048310399055481},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mmsp53017.2021.9733433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp53017.2021.9733433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/504825","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/504825","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4699999988079071,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2085830763","https://openalex.org/W2987291011","https://openalex.org/W2997402221","https://openalex.org/W3016375368","https://openalex.org/W3027652730","https://openalex.org/W3091084711","https://openalex.org/W3091225163","https://openalex.org/W3101034421","https://openalex.org/W3117220927","https://openalex.org/W3154567741","https://openalex.org/W3157803360","https://openalex.org/W3159092587","https://openalex.org/W3173749647","https://openalex.org/W3184708909","https://openalex.org/W3186320415"],"related_works":["https://openalex.org/W2524480158","https://openalex.org/W2349029947","https://openalex.org/W4387445182","https://openalex.org/W2039662546","https://openalex.org/W2072639346","https://openalex.org/W3117220927","https://openalex.org/W2571601194","https://openalex.org/W2521340414","https://openalex.org/W2891305721","https://openalex.org/W3186320415"],"abstract_inverted_index":{"The":[0],"Versatile":[1],"Video":[2,56],"Coding":[3,57],"(VVC)":[4],"standard":[5],"was":[6],"finalized":[7],"in":[8,16,112],"July":[9],"2020.":[10],"It":[11],"has":[12],"since":[13],"been":[14],"studied":[15],"the":[17,29,37,48,71,77,105,109,131,186,213],"literature":[18],"with":[19],"regards":[20],"to":[21,47,217],"both":[22],"compression":[23,96],"efficiency":[24,97],"and":[25,67,79,98,140,148,157],"complexity.":[26,99],"Most":[27],"of":[28,51,70,108,212,221,228],"experiments":[30],"regarding":[31],"VVC":[32,72,82],"were":[33],"performed":[34],"based":[35,137],"on":[36,138,162],"VTM":[38],"reference":[39],"software":[40],"using":[41,76],"its":[42,52,229],"full":[43],"configuration,":[44],"usually":[45],"compared":[46],"test":[49],"model":[50],"predecessor,":[53],"High":[54],"Efficiency":[55],"(HEVC),":[58],"HM.":[59],"In":[60],"this":[61,163],"paper,":[62],"we":[63,103],"present":[64],"a":[65,87,210],"comprehensive":[66],"in-depth":[68],"analysis":[69],"encoding":[73,120,143,172],"complexity":[74],"by":[75],"fast":[78,128],"efficient":[80],"open":[81],"encoder":[83],"implementation":[84],"VVenC.":[85],"As":[86],"practical":[88],"non-reference":[89],"encoder,":[90],"it":[91,145],"offers":[92],"alternative":[93,151],"tradeoffs":[94],"between":[95],"To":[100],"find":[101],"those,":[102],"approximate":[104,170],"Pareto":[106,133],"set":[107,134],"configuration":[110],"space":[111,118,126],"an":[113],"iterative":[114],"process,":[115],"encompassing":[116],"search":[117,125],"extending":[119],"tools":[121],"as":[122,124,178,180],"well":[123,179],"pruning":[127],"algorithms.":[129],"While":[130],"VVenC":[132],"is":[135,146],"derived":[136],"HD":[139],"UHD":[141],"video":[142],"results,":[144],"validated":[147],"improved":[149],"for":[150,155,174,181],"input":[152],"material,":[153],"namely":[154],"low-resolution":[156],"screen":[158],"content":[159,176],"video.":[160],"Based":[161],"optimization,":[164],"five":[165],"presets":[166,187],"are":[167],"defined":[168],"constituting":[169],"Pareto-optimal":[171],"points":[173,190],"various":[175],"types":[177],"multi-threaded":[182],"operation.":[183],"Without":[184],"multi-threading,":[185],"span":[188],"working":[189],"from":[191],"faster":[192],"at":[193,197,209,224],"4.7%":[194],"HM":[195,208,214],"runtime":[196],"11%":[198],"BD-rate":[199,205],"gain":[200,206,223],"through":[201],"medium":[202],"providing":[203,219],"38%":[204],"over":[207],"quarter":[211],"runtime,":[215],"up":[216],"slower":[218],"all":[220],"VTM\u2019s":[222],"less":[225],"than":[226],"half":[227],"runtime.":[230]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-11T06:11:40.159057","created_date":"2025-10-10T00:00:00"}