{"id":"https://openalex.org/W4311053768","doi":"https://doi.org/10.1142/s0218126623501797","title":"Tree Social Relations Optimization-Based ReLU-BiLSTM Framework for Improving Video Quality in Video Compression","display_name":"Tree Social Relations Optimization-Based ReLU-BiLSTM Framework for Improving Video Quality in Video Compression","publication_year":2022,"publication_date":"2022-12-01","ids":{"openalex":"https://openalex.org/W4311053768","doi":"https://doi.org/10.1142/s0218126623501797"},"language":"en","primary_location":{"id":"doi:10.1142/s0218126623501797","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126623501797","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","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/A5083967340","display_name":"K S Sivakumar","orcid":"https://orcid.org/0000-0003-1466-701X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K. Sivakumar","raw_affiliation_strings":["Department of Computer Science and Engineering, Roever Engineering College, Perambalur, Tamil Nadu, India"],"raw_orcid":"https://orcid.org/0000-0003-1466-701X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Roever Engineering College, Perambalur, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042861704","display_name":"S. Sasikumar","orcid":"https://orcid.org/0000-0002-7229-789X"},"institutions":[{"id":"https://openalex.org/I43663321","display_name":"Hindustan Institute of Technology and Science","ror":"https://ror.org/037tgdn13","country_code":"IN","type":"education","lineage":["https://openalex.org/I43663321"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Sasikumar","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Hindustan Institute of Technology and Science, Chennai, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Hindustan Institute of Technology and Science, Chennai, Tamil Nadu, India","institution_ids":["https://openalex.org/I43663321"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107934722","display_name":"M. Krishnamurthy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. Krishnamurthy","raw_affiliation_strings":["Department of Artificial Intelligence and Data Science, KCG College of Technology, Chennai, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Data Science, KCG College of Technology, Chennai, Tamil Nadu, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.707,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.67967236,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"32","issue":"10","first_page":null,"last_page":null},"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/T11165","display_name":"Image and Video Quality Assessment","score":0.996999979019165,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9959999918937683,"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":0.7515845894813538},{"id":"https://openalex.org/keywords/context-adaptive-binary-arithmetic-coding","display_name":"Context-adaptive binary arithmetic coding","score":0.6905156970024109},{"id":"https://openalex.org/keywords/peak-signal-to-noise-ratio","display_name":"Peak signal-to-noise ratio","score":0.5861288905143738},{"id":"https://openalex.org/keywords/coding-tree-unit","display_name":"Coding tree unit","score":0.5728126168251038},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.5619476437568665},{"id":"https://openalex.org/keywords/arithmetic-coding","display_name":"Arithmetic coding","score":0.5176311135292053},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5113791823387146},{"id":"https://openalex.org/keywords/entropy-encoding","display_name":"Entropy encoding","score":0.46453744173049927},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45868563652038574},{"id":"https://openalex.org/keywords/compression-ratio","display_name":"Compression ratio","score":0.4524655342102051},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.45089957118034363},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.4503176212310791},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.41278624534606934},{"id":"https://openalex.org/keywords/bit-rate","display_name":"Bit rate","score":0.41112565994262695},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34279775619506836},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29715776443481445},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.18298733234405518},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15457206964492798},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1494680941104889}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7515845894813538},{"id":"https://openalex.org/C175732694","wikidata":"https://www.wikidata.org/wiki/Q1128713","display_name":"Context-adaptive binary arithmetic coding","level":3,"score":0.6905156970024109},{"id":"https://openalex.org/C154579607","wikidata":"https://www.wikidata.org/wiki/Q3373850","display_name":"Peak signal-to-noise ratio","level":3,"score":0.5861288905143738},{"id":"https://openalex.org/C190750250","wikidata":"https://www.wikidata.org/wiki/Q13533439","display_name":"Coding tree unit","level":3,"score":0.5728126168251038},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.5619476437568665},{"id":"https://openalex.org/C153338461","wikidata":"https://www.wikidata.org/wiki/Q2651","display_name":"Arithmetic coding","level":4,"score":0.5176311135292053},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5113791823387146},{"id":"https://openalex.org/C1769480","wikidata":"https://www.wikidata.org/wiki/Q1345239","display_name":"Entropy encoding","level":3,"score":0.46453744173049927},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45868563652038574},{"id":"https://openalex.org/C25797200","wikidata":"https://www.wikidata.org/wiki/Q828137","display_name":"Compression ratio","level":3,"score":0.4524655342102051},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.45089957118034363},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.4503176212310791},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.41278624534606934},{"id":"https://openalex.org/C2987812609","wikidata":"https://www.wikidata.org/wiki/Q194158","display_name":"Bit rate","level":2,"score":0.41112565994262695},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34279775619506836},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29715776443481445},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.18298733234405518},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15457206964492798},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1494680941104889},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C511840579","wikidata":"https://www.wikidata.org/wiki/Q12757","display_name":"Internal combustion engine","level":2,"score":0.0},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218126623501797","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126623501797","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.5099999904632568,"display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2548643122","https://openalex.org/W2745448728","https://openalex.org/W2781265082","https://openalex.org/W2789890778","https://openalex.org/W2921161320","https://openalex.org/W3024469551","https://openalex.org/W3039785102","https://openalex.org/W3130130340","https://openalex.org/W3134198304","https://openalex.org/W3152582925","https://openalex.org/W3154333462","https://openalex.org/W3183649793","https://openalex.org/W3190904341","https://openalex.org/W3196840600","https://openalex.org/W4200104390","https://openalex.org/W4238151205","https://openalex.org/W4253959227"],"related_works":["https://openalex.org/W2603296534","https://openalex.org/W2156106714","https://openalex.org/W2106538169","https://openalex.org/W2138430606","https://openalex.org/W2131702615","https://openalex.org/W1499106570","https://openalex.org/W2891963226","https://openalex.org/W2045024766","https://openalex.org/W2516458176","https://openalex.org/W2062913485"],"abstract_inverted_index":{"High-Efficiency":[0],"Video":[1],"Coding":[2],"(HEVC)":[3],"has":[4],"a":[5,29],"higher":[6],"coding":[7,73,85],"efficiency,":[8],"its":[9],"encoding":[10,65],"performance":[11],"must":[12],"be":[13],"increased":[14],"to":[15,44,94],"keep":[16],"up":[17],"with":[18,132,153,172],"the":[19,46,61,96,99,127,148,157,162],"expanding":[20],"number":[21],"of":[22,48,54,63,83,98,136,147],"multimedia":[23],"applications.":[24],"Therefore,":[25],"this":[26],"paper":[27],"proposes":[28],"novel":[30],"Rectified":[31],"Linear":[32],"Unit-Bidirectional":[33],"Long":[34],"Short-Term":[35],"Memory-based":[36],"Tree":[37],"Social":[38],"Relations":[39],"Optimization":[40],"(ReLU-BiLSTM-based":[41],"TSRO)":[42],"method":[43,57,101,129,150,164],"enhance":[45],"quality":[47],"video":[49,137],"transmission.":[50],"The":[51,145],"significant":[52],"objective":[53],"our":[55],"proposed":[56,100,128,149,163],"aims":[58],"in":[59,67,89],"enhancing":[60],"standards":[62],"entropy":[64,84],"process":[66],"HEVC.":[68],"Here,":[69],"context-adaptive":[70],"binary":[71],"arithmetic":[72],"(CABAC)":[74],"framework":[75],"which":[76],"is":[77,87,130],"prevalent":[78],"and":[79,122,143,156],"an":[80],"improved":[81],"form":[82],"model":[86],"utilized":[88],"HEVC":[90],"standards.":[91],"In":[92],"addition":[93],"this,":[95],"performances":[97,146],"are":[102,151],"determined":[103],"by":[104],"evaluating":[105],"various":[106,154],"measures":[107],"such":[108],"as":[109],"mean":[110,167],"square":[111,168],"error,":[112],"cumulative":[113],"distribution":[114],"factor,":[115],"compression":[116],"ratio,":[117],"peak":[118],"signal-to-noise":[119],"ratio":[120],"(PSNR)":[121],"bit":[123],"error":[124,169],"rate.":[125,175],"Finally,":[126],"examined":[131],"five":[133],"different":[134],"sequences":[135],"from":[138],"football,":[139],"tennis,":[140],"garden,":[141],"mobile":[142],"coastguard.":[144],"compared":[152],"approaches,":[155],"result":[158],"analysis":[159],"shows":[160],"that":[161],"attained":[165],"minimum":[166],"(MSE)":[170],"loss":[171],"maximum":[173],"PSNR":[174]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
