{"id":"https://openalex.org/W4409473813","doi":"https://doi.org/10.1109/access.2025.3561063","title":"A Survey on Video Compression Optimization Techniques for Accuracy Enhancement in Video Analytics Applications (VAPs)","display_name":"A Survey on Video Compression Optimization Techniques for Accuracy Enhancement in Video Analytics Applications (VAPs)","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409473813","doi":"https://doi.org/10.1109/access.2025.3561063"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3561063","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3561063","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3561063","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047042551","display_name":"Kholidiyah Masykuroh","orcid":"https://orcid.org/0000-0002-4304-4113"},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Kholidiyah Masykuroh","raw_affiliation_strings":["School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-4304-4113","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia","institution_ids":["https://openalex.org/I134635517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024198505","display_name":"Hendrawan Hendrawan","orcid":"https://orcid.org/0000-0003-2375-3956"},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Hendrawan","raw_affiliation_strings":["School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia","institution_ids":["https://openalex.org/I134635517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037867793","display_name":"Eueung Mulyana","orcid":null},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Eueung Mulyana","raw_affiliation_strings":["School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia","institution_ids":["https://openalex.org/I134635517"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5117163364","display_name":"Farhan Krishna","orcid":null},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Farhan Krishna","raw_affiliation_strings":["School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Informatics, Bandung Institute of Technology, Bandung, Indonesia","institution_ids":["https://openalex.org/I134635517"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047042551"],"corresponding_institution_ids":["https://openalex.org/I134635517"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.3498,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.94066102,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"75822","last_page":"75846"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9940999746322632,"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":0.9940999746322632,"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":0.9883000254631042,"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":0.9776999950408936,"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":0.7378811240196228},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6410123109817505},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5587928295135498},{"id":"https://openalex.org/keywords/video-compression-picture-types","display_name":"Video compression picture types","score":0.46682804822921753},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.4338011145591736},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.4195009469985962},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.3731737732887268},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3184010982513428},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.17954206466674805},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.09860953688621521}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7378811240196228},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6410123109817505},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5587928295135498},{"id":"https://openalex.org/C106030495","wikidata":"https://www.wikidata.org/wiki/Q1797012","display_name":"Video compression picture types","level":4,"score":0.46682804822921753},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.4338011145591736},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.4195009469985962},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.3731737732887268},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3184010982513428},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.17954206466674805},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.09860953688621521},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3561063","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3561063","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1a8cb50f9acb4e6ea194775a82177bb9","is_oa":true,"landing_page_url":"https://doaj.org/article/1a8cb50f9acb4e6ea194775a82177bb9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 75822-75846 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3561063","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3561063","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":146,"referenced_works":["https://openalex.org/W105762734","https://openalex.org/W639708223","https://openalex.org/W1972191802","https://openalex.org/W1975700719","https://openalex.org/W1978052877","https://openalex.org/W1978730918","https://openalex.org/W1979157083","https://openalex.org/W2001639420","https://openalex.org/W2029016069","https://openalex.org/W2039211247","https://openalex.org/W2044697204","https://openalex.org/W2049982526","https://openalex.org/W2051836535","https://openalex.org/W2085810458","https://openalex.org/W2086402015","https://openalex.org/W2090263082","https://openalex.org/W2140199336","https://openalex.org/W2140967186","https://openalex.org/W2146395539","https://openalex.org/W2185147315","https://openalex.org/W2342556871","https://openalex.org/W2399034058","https://openalex.org/W2416799949","https://openalex.org/W2573358500","https://openalex.org/W2573431649","https://openalex.org/W2576230203","https://openalex.org/W2597138518","https://openalex.org/W2599390159","https://openalex.org/W2601107950","https://openalex.org/W2602023803","https://openalex.org/W2605173812","https://openalex.org/W2612222456","https://openalex.org/W2625241457","https://openalex.org/W2678047256","https://openalex.org/W2754737746","https://openalex.org/W2756450661","https://openalex.org/W2767993952","https://openalex.org/W2771824636","https://openalex.org/W2791125398","https://openalex.org/W2793015883","https://openalex.org/W2798514732","https://openalex.org/W2872933037","https://openalex.org/W2883063722","https://openalex.org/W2887117815","https://openalex.org/W2894481225","https://openalex.org/W2901155229","https://openalex.org/W2902190902","https://openalex.org/W2905230337","https://openalex.org/W2907807536","https://openalex.org/W2909911569","https://openalex.org/W2951890823","https://openalex.org/W2962017515","https://openalex.org/W2963327105","https://openalex.org/W2963387679","https://openalex.org/W2963405501","https://openalex.org/W2963541849","https://openalex.org/W2963585656","https://openalex.org/W2969416000","https://openalex.org/W2979643267","https://openalex.org/W2981380746","https://openalex.org/W2984592904","https://openalex.org/W2986946732","https://openalex.org/W2987947587","https://openalex.org/W2990502541","https://openalex.org/W3009583591","https://openalex.org/W3018757597","https://openalex.org/W3037784100","https://openalex.org/W3037850086","https://openalex.org/W3046754651","https://openalex.org/W3047500583","https://openalex.org/W3082548248","https://openalex.org/W3090101394","https://openalex.org/W3098572885","https://openalex.org/W3107066575","https://openalex.org/W3134670382","https://openalex.org/W3135543375","https://openalex.org/W3159346357","https://openalex.org/W3161531048","https://openalex.org/W3162966896","https://openalex.org/W3163471424","https://openalex.org/W3171303442","https://openalex.org/W3181082722","https://openalex.org/W3182703176","https://openalex.org/W3198112211","https://openalex.org/W3200120316","https://openalex.org/W3210447451","https://openalex.org/W4210397446","https://openalex.org/W4210751763","https://openalex.org/W4212794101","https://openalex.org/W4285728019","https://openalex.org/W4287887274","https://openalex.org/W4290098589","https://openalex.org/W4297827655","https://openalex.org/W4308087328","https://openalex.org/W4308237660","https://openalex.org/W4308237900","https://openalex.org/W4309591648","https://openalex.org/W4309902436","https://openalex.org/W4312051597","https://openalex.org/W4312344003","https://openalex.org/W4313525690","https://openalex.org/W4313534936","https://openalex.org/W4367046456","https://openalex.org/W4382775073","https://openalex.org/W4385627414","https://openalex.org/W4386159855","https://openalex.org/W4386555912","https://openalex.org/W4387491256","https://openalex.org/W4388187175","https://openalex.org/W4388823979","https://openalex.org/W4391306418","https://openalex.org/W4392152819","https://openalex.org/W4396834092","https://openalex.org/W4396886469","https://openalex.org/W4398164108","https://openalex.org/W6633884508","https://openalex.org/W6637295952","https://openalex.org/W6637400457","https://openalex.org/W6730028961","https://openalex.org/W6746472748","https://openalex.org/W6754126652","https://openalex.org/W6754939709","https://openalex.org/W6756605901","https://openalex.org/W6756808068","https://openalex.org/W6756917901","https://openalex.org/W6760261508","https://openalex.org/W6764330927","https://openalex.org/W6766435141","https://openalex.org/W6776444523","https://openalex.org/W6781578626","https://openalex.org/W6781586332","https://openalex.org/W6785521566","https://openalex.org/W6787395356","https://openalex.org/W6790135808","https://openalex.org/W6810496073","https://openalex.org/W6810896599","https://openalex.org/W6838572571","https://openalex.org/W6846296995","https://openalex.org/W6851246770","https://openalex.org/W6851439383","https://openalex.org/W6851515242","https://openalex.org/W6852118647","https://openalex.org/W6853454737","https://openalex.org/W6853573299","https://openalex.org/W6854852944","https://openalex.org/W6858573621"],"related_works":["https://openalex.org/W1574724839","https://openalex.org/W2595406057","https://openalex.org/W2035981816","https://openalex.org/W2213155192","https://openalex.org/W1623638113","https://openalex.org/W2096476311","https://openalex.org/W2406608628","https://openalex.org/W3034776505","https://openalex.org/W2899854151","https://openalex.org/W2746669491"],"abstract_inverted_index":{"Video":[0],"analytics":[1,69,237],"is":[2,16,220],"essential":[3],"in":[4,111],"smart":[5],"city":[6],"management,":[7],"traffic":[8,228],"monitoring,":[9],"and":[10,39,64,83,90,105,113,143,157,183,248,258],"security":[11],"surveillance,":[12],"where":[13],"real-time":[14,133,255],"decision-making":[15],"critical.":[17],"However,":[18,107],"the":[19,100,216,223],"efficiency":[20,208],"of":[21,48,218,227,246],"these":[22,118,214],"applications":[23],"depends":[24],"on":[25,54,132],"optimizing":[26],"video":[27,49,68,124,236],"compression":[28,50,74,97,125,129,207,251],"parameters":[29],"to":[30,169,199],"maintain":[31],"high":[32],"detection":[33,103,141],"accuracy":[34,104,142],"while":[35,209],"minimizing":[36],"bandwidth":[37],"usage":[38],"computational":[40],"costs.":[41],"This":[42,123],"paper":[43],"presents":[44],"a":[45,243],"comprehensive":[46],"survey":[47],"optimization":[51],"techniques,":[52,119],"focusing":[53],"Quantization":[55],"Parameter":[56],"(QP),":[57],"Frames":[58],"per":[59],"Second":[60],"(FPS),":[61],"Entropy":[62],"Coding,":[63],"Motion":[65,177],"Estimation":[66],"for":[67],"tasks.":[70],"We":[71],"examine":[72],"traditional":[73],"algorithms,":[75],"machine":[76,260],"learning-based":[77],"approaches,":[78],"dynamic":[79,112],"parameter":[80],"adjustment":[81],"strategies,":[82],"hybrid":[84],"models,":[85],"each":[86],"offering":[87],"unique":[88],"strengths":[89],"limitations.":[91],"Our":[92],"findings":[93,219],"highlight":[94],"that":[95,253],"adaptive":[96,250],"techniques":[98,179],"improve":[99],"trade-off":[101],"between":[102,140],"efficiency.":[106,145],"challenges":[108],"remain,":[109],"particularly":[110,173],"bandwidth-constrained":[114],"environments.":[115],"To":[116],"evaluate":[117],"we":[120,148],"employ":[121],"AccMPEG.":[122],"framework":[126],"dynamically":[127],"adjusts":[128],"settings":[130],"based":[131],"inference":[134,256],"feedback,":[135],"ensuring":[136],"an":[137],"optimal":[138],"balance":[139],"bitrate":[144],"In":[146],"addition,":[147],"assess":[149],"perceptual":[150],"quality":[151,171],"using":[152],"Just":[153],"Noticeable":[154],"Distortion":[155],"(JND)":[156],"Mean":[158],"Opinion":[159],"Score":[160],"(MOS).":[161],"The":[162],"results":[163],"indicate":[164],"higher":[165,188,206],"QP":[166],"values":[167],"lead":[168],"noticeable":[170],"degradation,":[172],"at":[174,201],"lower":[175,202],"bitrates.":[176],"estimation":[178],"influence":[180],"perceived":[181],"quality,":[182],"TESA":[184],"achieves":[185],"MOS":[186,196],"ratings":[187],"than":[189],"alternative":[190],"methods.":[191],"Furthermore,":[192],"H.265":[193],"demonstrates":[194],"superior":[195],"scores":[197],"compared":[198],"H.264":[200],"bitrates,":[203],"reinforcing":[204],"its":[205],"preserving":[210],"visual":[211],"clarity.":[212],"Despite":[213],"advancements,":[215],"generalization":[217],"limited,":[221],"as":[222],"dataset":[224],"consists":[225],"mainly":[226],"videos,":[229],"which":[230],"may":[231],"not":[232],"fully":[233],"represent":[234],"other":[235],"applications.":[238],"Future":[239],"research":[240],"should":[241],"explore":[242],"broader":[244],"range":[245],"datasets":[247],"develop":[249],"frameworks":[252],"integrate":[254],"feedback":[257],"advanced":[259],"learning":[261],"models.":[262]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
