{"id":"https://openalex.org/W4224246713","doi":"https://doi.org/10.3390/bdcc6020044","title":"Deep Learning Approaches for Video Compression: A Bibliometric Analysis","display_name":"Deep Learning Approaches for Video Compression: A Bibliometric Analysis","publication_year":2022,"publication_date":"2022-04-19","ids":{"openalex":"https://openalex.org/W4224246713","doi":"https://doi.org/10.3390/bdcc6020044"},"language":"en","primary_location":{"id":"doi:10.3390/bdcc6020044","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc6020044","pdf_url":"https://www.mdpi.com/2504-2289/6/2/44/pdf?version=1650452205","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2504-2289/6/2/44/pdf?version=1650452205","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021510296","display_name":"Ranjeet Vasant Bidwe","orcid":"https://orcid.org/0000-0002-6801-3102"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ranjeet Vasant Bidwe","raw_affiliation_strings":["Symbiosis Institute of Technology, Symbiosis International (Deemed University) (SIU), Lavale, Pune 412115, India"],"affiliations":[{"raw_affiliation_string":"Symbiosis Institute of Technology, Symbiosis International (Deemed University) (SIU), Lavale, Pune 412115, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085316306","display_name":"Sashikala Mishra","orcid":"https://orcid.org/0000-0002-5433-4917"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sashikala Mishra","raw_affiliation_strings":["Symbiosis Institute of Technology, Symbiosis International (Deemed University) (SIU), Lavale, Pune 412115, India"],"affiliations":[{"raw_affiliation_string":"Symbiosis Institute of Technology, Symbiosis International (Deemed University) (SIU), Lavale, Pune 412115, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025236262","display_name":"Shruti Patil","orcid":"https://orcid.org/0000-0002-4903-1540"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shruti Patil","raw_affiliation_strings":["Symbiosis Centre for Applied Artificial Intelligence (SCAAI), Symbiosis Institute of Technology, Symbiosis International (Deemed University) (SIU), Lavale, Pune 412115, India"],"affiliations":[{"raw_affiliation_string":"Symbiosis Centre for Applied Artificial Intelligence (SCAAI), Symbiosis Institute of Technology, Symbiosis International (Deemed University) (SIU), Lavale, Pune 412115, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020077247","display_name":"Kailash Shaw","orcid":"https://orcid.org/0000-0001-5677-7423"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kailash Shaw","raw_affiliation_strings":["Symbiosis Institute of Technology, Symbiosis International (Deemed University) (SIU), Lavale, Pune 412115, India"],"affiliations":[{"raw_affiliation_string":"Symbiosis Institute of Technology, Symbiosis International (Deemed University) (SIU), Lavale, Pune 412115, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086147112","display_name":"Deepali Vora","orcid":"https://orcid.org/0000-0003-3969-9800"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepali Rahul Vora","raw_affiliation_strings":["Symbiosis Institute of Technology, Symbiosis International (Deemed University) (SIU), Lavale, Pune 412115, India"],"affiliations":[{"raw_affiliation_string":"Symbiosis Institute of Technology, Symbiosis International (Deemed University) (SIU), Lavale, Pune 412115, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077770842","display_name":"Ketan Kotecha","orcid":"https://orcid.org/0000-0003-2653-3780"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ketan Kotecha","raw_affiliation_strings":["Symbiosis Centre for Applied Artificial Intelligence (SCAAI), Symbiosis Institute of Technology, Symbiosis International (Deemed University) (SIU), Lavale, Pune 412115, India"],"affiliations":[{"raw_affiliation_string":"Symbiosis Centre for Applied Artificial Intelligence (SCAAI), Symbiosis Institute of Technology, Symbiosis International (Deemed University) (SIU), Lavale, Pune 412115, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033465986","display_name":"Bhushan Zope","orcid":"https://orcid.org/0000-0003-2636-223X"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bhushan Zope","raw_affiliation_strings":["Symbiosis Institute of Technology, Symbiosis International (Deemed University) (SIU), Lavale, Pune 412115, India"],"affiliations":[{"raw_affiliation_string":"Symbiosis Institute of Technology, Symbiosis International (Deemed University) (SIU), Lavale, Pune 412115, India","institution_ids":["https://openalex.org/I244572783"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5021510296","https://openalex.org/A5085316306"],"corresponding_institution_ids":["https://openalex.org/I244572783"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":6.4187,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.97640697,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"6","issue":"2","first_page":"44","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9993000030517578,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9991999864578247,"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":0.8392767906188965},{"id":"https://openalex.org/keywords/lossy-compression","display_name":"Lossy compression","score":0.7418068051338196},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.6358208656311035},{"id":"https://openalex.org/keywords/lossless-compression","display_name":"Lossless compression","score":0.6258645057678223},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.581482470035553},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5469520092010498},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5284464359283447},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49522343277931213},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.493731826543808},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4520634412765503},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36320918798446655}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8392767906188965},{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.7418068051338196},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.6358208656311035},{"id":"https://openalex.org/C81081738","wikidata":"https://www.wikidata.org/wiki/Q55542","display_name":"Lossless compression","level":3,"score":0.6258645057678223},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.581482470035553},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5469520092010498},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5284464359283447},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49522343277931213},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.493731826543808},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4520634412765503},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36320918798446655},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/bdcc6020044","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc6020044","pdf_url":"https://www.mdpi.com/2504-2289/6/2/44/pdf?version=1650452205","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d5b1342ad4f9416aa2d23757a21297c9","is_oa":true,"landing_page_url":"https://doaj.org/article/d5b1342ad4f9416aa2d23757a21297c9","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data and Cognitive Computing, Vol 6, Iss 2, p 44 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2504-2289/6/2/44/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/bdcc6020044","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data and Cognitive Computing; Volume 6; Issue 2; Pages: 44","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/bdcc6020044","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc6020044","pdf_url":"https://www.mdpi.com/2504-2289/6/2/44/pdf?version=1650452205","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4224246713.pdf","grobid_xml":"https://content.openalex.org/works/W4224246713.grobid-xml"},"referenced_works_count":123,"referenced_works":["https://openalex.org/W58954717","https://openalex.org/W1041311137","https://openalex.org/W1492445020","https://openalex.org/W1534166897","https://openalex.org/W1777016212","https://openalex.org/W1890834058","https://openalex.org/W1997849713","https://openalex.org/W2001639420","https://openalex.org/W2005876975","https://openalex.org/W2030265202","https://openalex.org/W2039040979","https://openalex.org/W2043083689","https://openalex.org/W2049982526","https://openalex.org/W2054216619","https://openalex.org/W2060108852","https://openalex.org/W2084300071","https://openalex.org/W2085867414","https://openalex.org/W2112258233","https://openalex.org/W2128760153","https://openalex.org/W2130673281","https://openalex.org/W2133665775","https://openalex.org/W2140196014","https://openalex.org/W2141143121","https://openalex.org/W2142940228","https://openalex.org/W2146395539","https://openalex.org/W2150220236","https://openalex.org/W2153831373","https://openalex.org/W2157446823","https://openalex.org/W2158979154","https://openalex.org/W2159976914","https://openalex.org/W2161350774","https://openalex.org/W2276024283","https://openalex.org/W2313892288","https://openalex.org/W2340897893","https://openalex.org/W2396571135","https://openalex.org/W2518546937","https://openalex.org/W2540531677","https://openalex.org/W2552465432","https://openalex.org/W2593493485","https://openalex.org/W2597747080","https://openalex.org/W2604392022","https://openalex.org/W2732044853","https://openalex.org/W2754162958","https://openalex.org/W2769654144","https://openalex.org/W2785562966","https://openalex.org/W2789625992","https://openalex.org/W2792447253","https://openalex.org/W2798514732","https://openalex.org/W2798757544","https://openalex.org/W2802132828","https://openalex.org/W2809943552","https://openalex.org/W2810704880","https://openalex.org/W2810820269","https://openalex.org/W2889855040","https://openalex.org/W2895957955","https://openalex.org/W2898967853","https://openalex.org/W2911940095","https://openalex.org/W2919234133","https://openalex.org/W2935381027","https://openalex.org/W2939731335","https://openalex.org/W2946005927","https://openalex.org/W2947129602","https://openalex.org/W2952104986","https://openalex.org/W2963149687","https://openalex.org/W2963189365","https://openalex.org/W2963470893","https://openalex.org/W2964287951","https://openalex.org/W2969295236","https://openalex.org/W2978788334","https://openalex.org/W2978969444","https://openalex.org/W2981613960","https://openalex.org/W2983810994","https://openalex.org/W2989858317","https://openalex.org/W2992051623","https://openalex.org/W2999288662","https://openalex.org/W3005698566","https://openalex.org/W3007361079","https://openalex.org/W3013522332","https://openalex.org/W3015486533","https://openalex.org/W3017682772","https://openalex.org/W3020741905","https://openalex.org/W3021857767","https://openalex.org/W3023823650","https://openalex.org/W3031546776","https://openalex.org/W3035201808","https://openalex.org/W3035302041","https://openalex.org/W3046068720","https://openalex.org/W3049158015","https://openalex.org/W3082903046","https://openalex.org/W3088546539","https://openalex.org/W3093023876","https://openalex.org/W3094133591","https://openalex.org/W3095331240","https://openalex.org/W3102015846","https://openalex.org/W3105615783","https://openalex.org/W3110108398","https://openalex.org/W3110308124","https://openalex.org/W3118176575","https://openalex.org/W3124452217","https://openalex.org/W3133850457","https://openalex.org/W3134617286","https://openalex.org/W3134670382","https://openalex.org/W3134873865","https://openalex.org/W3147381365","https://openalex.org/W3157033490","https://openalex.org/W3159852148","https://openalex.org/W3160856016","https://openalex.org/W3161580547","https://openalex.org/W3162804940","https://openalex.org/W3163115990","https://openalex.org/W3163153191","https://openalex.org/W3195144039","https://openalex.org/W4210829119","https://openalex.org/W6602386277","https://openalex.org/W6660586467","https://openalex.org/W6676542026","https://openalex.org/W6698475244","https://openalex.org/W6718471829","https://openalex.org/W6738494155","https://openalex.org/W6749656578","https://openalex.org/W6761537254","https://openalex.org/W6785686176","https://openalex.org/W6789352253"],"related_works":["https://openalex.org/W2385628723","https://openalex.org/W2547124190","https://openalex.org/W3180760233","https://openalex.org/W3035703949","https://openalex.org/W4247601675","https://openalex.org/W1970394887","https://openalex.org/W755971114","https://openalex.org/W2118338613","https://openalex.org/W1982468865","https://openalex.org/W4210455546"],"abstract_inverted_index":{"Every":[0],"data":[1,5,27,56,74,87,128,143,191],"and":[2,24,52,90,96,103,129,159,164,193,201,218,250,267,288],"kind":[3],"of":[4,21,44,105,123,126,133,141,167,204,220,239,265,269,290],"need":[6],"a":[7,60,198],"physical":[8],"drive":[9],"to":[10,92,180,186],"store":[11],"it.":[12],"There":[13,67],"has":[14,68],"been":[15,69],"an":[16],"explosion":[17,125],"in":[18,63,86,135,172,211,214],"the":[19,31,35,42,117,124,130,142,189,244,285],"volume":[20],"images,":[22],"video,":[23],"other":[25],"similar":[26],"types":[28,238],"circulated":[29],"over":[30],"internet.":[32],"Users":[33],"using":[34,76,291],"internet":[36],"expect":[37],"intelligible":[38],"data,":[39],"even":[40],"under":[41],"pressure":[43],"multiple":[45],"resource":[46],"constraints":[47],"such":[48],"as":[49,282,284],"bandwidth":[50],"bottleneck":[51],"noisy":[53],"channels.":[54],"Therefore,":[55],"compression":[57,75,88,98,213],"is":[58,107,115],"becoming":[59],"fundamental":[61],"problem":[62],"wider":[64],"engineering":[65],"communities.":[66],"some":[70],"related":[71],"work":[72],"on":[73,243,260,276],"neural":[77],"networks.":[78],"Various":[79],"machine":[80],"learning":[81],"approaches":[82,148,278],"are":[83,170,222,231,241,257],"currently":[84],"applied":[85],"techniques":[89],"tested":[91],"obtain":[93],"better":[94],"lossy":[95],"lossless":[97],"results.":[99,252],"A":[100],"very":[101],"efficient":[102],"variety":[104],"research":[106,224],"already":[108],"available":[109],"for":[110,119,233,279],"image":[111],"compression.":[112,121],"However,":[113],"this":[114,234],"not":[116],"case":[118],"video":[120,212,280],"Because":[122],"big":[127],"excess":[131],"use":[132],"cameras":[134],"various":[136,165],"places":[137],"globally,":[138],"around":[139],"82%":[140],"generated":[144],"involve":[145],"videos.":[146],"Proposed":[147],"have":[149],"used":[150,171,210,232],"Deep":[151,206],"Neural":[152,156],"Networks":[153,157,162],"(DNNs),":[154],"Recurrent":[155],"(RNNs),":[158],"Generative":[160],"Adversarial":[161],"(GANs),":[163],"variants":[166],"Autoencoders":[168],"(AEs)":[169],"their":[173,261],"approaches.":[174],"All":[175],"newly":[176],"proposed":[177],"methods":[178,209],"aim":[179],"increase":[181],"performance":[182],"(reducing":[183],"bitrate":[184],"up":[185],"50%":[187],"at":[188],"same":[190],"quality":[192],"complexity).":[194],"This":[195],"paper":[196],"presents":[197],"bibliometric":[199],"analysis":[200,240,273],"literature":[202],"survey":[203],"all":[205],"Learning":[207],"(DL)":[208],"recent":[215],"years.":[216],"Scopus":[217],"Web":[219],"Science":[221],"well-known":[223],"databases.":[225],"The":[226,271],"results":[227],"retrieved":[228],"from":[229],"them":[230],"analytical":[235],"study.":[236],"Two":[237],"performed":[242],"extracted":[245],"documents.":[246],"They":[247],"include":[248],"quantitative":[249,254],"qualitative":[251,272],"In":[253],"analysis,":[255],"records":[256],"analyzed":[258],"based":[259],"citations,":[262],"keywords,":[263],"source":[264],"publication,":[266],"country":[268],"publication.":[270],"provides":[274],"information":[275],"DL-based":[277],"compression,":[281],"well":[283],"advantages,":[286],"disadvantages,":[287],"challenges":[289],"them.":[292]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":7}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2022-04-26T00:00:00"}