{"id":"https://openalex.org/W2906487573","doi":"https://doi.org/10.1109/jsyst.2018.2885538","title":"ML-Assisted DVFS-Aware HEVC Motion Estimation Design Scheme for Mobile APSoC","display_name":"ML-Assisted DVFS-Aware HEVC Motion Estimation Design Scheme for Mobile APSoC","publication_year":2018,"publication_date":"2018-12-24","ids":{"openalex":"https://openalex.org/W2906487573","doi":"https://doi.org/10.1109/jsyst.2018.2885538","mag":"2906487573"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2018.2885538","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2018.2885538","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"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 Systems Journal","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/A5010812967","display_name":"Jui-Hung Hsieh","orcid":"https://orcid.org/0000-0002-3992-8151"},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jui-Hung Hsieh","raw_affiliation_strings":["Department of Computer and Communication Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-3992-8151","affiliations":[{"raw_affiliation_string":"Department of Computer and Communication Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I4387154394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110818761","display_name":"Jun-An Cai","orcid":"https://orcid.org/0009-0000-5220-2200"},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jun-An Cai","raw_affiliation_strings":["Department of Computer and Communication Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Communication Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I4387154394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100424577","display_name":"Yining Wang","orcid":"https://orcid.org/0000-0001-9410-0392"},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Ning Wang","raw_affiliation_strings":["Department of Computer and Communication Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Communication Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I4387154394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000758575","display_name":"Zhe-Yu Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Zhe-Yu Guo","raw_affiliation_strings":["Department of Computer and Communication Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Communication Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I4387154394"]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4387154394"],"apc_list":null,"apc_paid":null,"fwci":0.8311,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.74967405,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"13","issue":"4","first_page":"4464","last_page":"4473"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10741","display_name":"Video Coding and Compression Technologies","score":1.0,"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":1.0,"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":0.9966999888420105,"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":0.9955000281333923,"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":0.8167329430580139},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5300177335739136},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.45536038279533386},{"id":"https://openalex.org/keywords/very-large-scale-integration","display_name":"Very-large-scale integration","score":0.4299231767654419},{"id":"https://openalex.org/keywords/coding-tree-unit","display_name":"Coding tree unit","score":0.4248160123825073},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.37992286682128906},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.33377546072006226},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.1965581476688385},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.166975736618042}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8167329430580139},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5300177335739136},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.45536038279533386},{"id":"https://openalex.org/C14580979","wikidata":"https://www.wikidata.org/wiki/Q876049","display_name":"Very-large-scale integration","level":2,"score":0.4299231767654419},{"id":"https://openalex.org/C190750250","wikidata":"https://www.wikidata.org/wiki/Q13533439","display_name":"Coding tree unit","level":3,"score":0.4248160123825073},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.37992286682128906},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.33377546072006226},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.1965581476688385},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.166975736618042},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/jsyst.2018.2885538","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2018.2885538","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"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 Systems Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8199999928474426}],"awards":[{"id":"https://openalex.org/G6609130021","display_name":null,"funder_award_id":"106-2221-E-992-397","funder_id":"https://openalex.org/F4320322108","funder_display_name":"Ministry of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320322108","display_name":"Ministry of Science and Technology","ror":"https://ror.org/032e49973"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W598407966","https://openalex.org/W1976935468","https://openalex.org/W1986308646","https://openalex.org/W1990812782","https://openalex.org/W1996498812","https://openalex.org/W2006201896","https://openalex.org/W2019502172","https://openalex.org/W2029495492","https://openalex.org/W2043292349","https://openalex.org/W2051455527","https://openalex.org/W2055128153","https://openalex.org/W2082392931","https://openalex.org/W2082943520","https://openalex.org/W2093545354","https://openalex.org/W2109408046","https://openalex.org/W2114090597","https://openalex.org/W2118026048","https://openalex.org/W2127322963","https://openalex.org/W2127876969","https://openalex.org/W2132708350","https://openalex.org/W2134806423","https://openalex.org/W2140199336","https://openalex.org/W2146395539","https://openalex.org/W2158865647","https://openalex.org/W2187709586","https://openalex.org/W2361579363","https://openalex.org/W2504884849","https://openalex.org/W2537120014","https://openalex.org/W2560205747","https://openalex.org/W2567008607","https://openalex.org/W2767764197","https://openalex.org/W2979673094","https://openalex.org/W2979990382","https://openalex.org/W4246512229","https://openalex.org/W6663252241","https://openalex.org/W6683675342","https://openalex.org/W6769015554"],"related_works":["https://openalex.org/W2735437354","https://openalex.org/W2908833932","https://openalex.org/W2022760311","https://openalex.org/W4254232196","https://openalex.org/W1579233721","https://openalex.org/W2018760684","https://openalex.org/W2242376282","https://openalex.org/W2560965210","https://openalex.org/W2120007390","https://openalex.org/W2214843065"],"abstract_inverted_index":{"High-efficiency":[0],"video":[1,7],"coding":[2,29,66,118,134,136],"(HEVC)":[3],"is":[4,113],"the":[5,19,28,33,46,49,55,64,72,116,158,161,166],"latest":[6],"standard,":[8],"and":[9,106,139,163],"a":[10,59,93,101,107,133],"variety":[11],"of":[12,45,48,160,165],"HEVC":[13,39,62,85,122,141],"chips":[14],"are":[15],"being":[16],"incorporated":[17],"into":[18,129],"application":[20],"processor":[21],"system-on-a-chip":[22],"(APSoC)":[23],"within":[24,38,54],"mobile":[25,145],"devices.":[26],"However,":[27],"bandwidth":[30,67],"accessed":[31],"for":[32,144],"motion":[34],"estimation":[35],"(ME)":[36],"operation":[37],"has":[40],"changed":[41],"over":[42],"time":[43],"because":[44],"adoption":[47],"intelligent":[50,80,150],"power":[51,151,162],"management":[52,152],"mechanism":[53],"APSoC.":[56],"To":[57],"achieve":[58],"low-power":[60,94],"high-performance":[61,95],"design,":[63],"on-demand":[65],"must":[68],"be":[69,127],"considered":[70],"in":[71],"design.":[73,168],"In":[74],"this":[75],"paper,":[76],"we":[77],"develop":[78,92],"an":[79,149],"dynamic":[81],"voltage-frequency-scaling-aware":[82],"(DVFS-aware)":[83],"coding-bandwidth-efficient":[84],"ME":[86,123,130,142],"controller":[87,124],"algorithm":[88],"model.":[89],"We":[90],"also":[91],"VLSI":[96],"hardware":[97],"architecture":[98],"by":[99],"joining":[100],"machine":[102],"learning":[103],"(ML)":[104],"scheme":[105],"convex":[108],"optimization":[109],"(CO)":[110],"method":[111],"that":[112],"adaptive":[114],"to":[115,131],"time-altering":[117],"bandwidth.":[119],"The":[120,154],"proposed":[121,167],"design":[125,143],"can":[126],"integrated":[128],"realize":[132],"bandwidth,":[135],"bit":[137],"rate,":[138],"coding-quality-optimized":[140],"APSoC,":[146],"therein":[147],"utilizing":[148],"mechanism.":[153],"experimental":[155],"results":[156],"show":[157],"effectiveness":[159],"performance":[164]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
