{"id":"https://openalex.org/W4399338685","doi":"https://doi.org/10.1109/taes.2024.3409524","title":"Neural-Based Video Compression on Solar Dynamics Observatory Images","display_name":"Neural-Based Video Compression on Solar Dynamics Observatory Images","publication_year":2024,"publication_date":"2024-06-04","ids":{"openalex":"https://openalex.org/W4399338685","doi":"https://doi.org/10.1109/taes.2024.3409524"},"language":"en","primary_location":{"id":"doi:10.1109/taes.2024.3409524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2024.3409524","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"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 Transactions on Aerospace and Electronic Systems","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/A5036922016","display_name":"Atefeh Khoshkhahtinat","orcid":"https://orcid.org/0009-0006-4809-3949"},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Atefeh Khoshkhahtinat","raw_affiliation_strings":["West Virginia University, Morgantown, WV, USA","West Virginia University, WV, USA"],"raw_orcid":"https://orcid.org/0009-0006-4809-3949","affiliations":[{"raw_affiliation_string":"West Virginia University, Morgantown, WV, USA","institution_ids":["https://openalex.org/I12097938"]},{"raw_affiliation_string":"West Virginia University, WV, USA","institution_ids":["https://openalex.org/I12097938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030795442","display_name":"Ali Zafari","orcid":"https://orcid.org/0000-0003-3438-6792"},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Zafari","raw_affiliation_strings":["West Virginia University, Morgantown, WV, USA","West Virginia University, WV, USA"],"raw_orcid":"https://orcid.org/0000-0003-3438-6792","affiliations":[{"raw_affiliation_string":"West Virginia University, Morgantown, WV, USA","institution_ids":["https://openalex.org/I12097938"]},{"raw_affiliation_string":"West Virginia University, WV, USA","institution_ids":["https://openalex.org/I12097938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069356140","display_name":"Piyush M. Mehta","orcid":"https://orcid.org/0000-0002-5240-2322"},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Piyush M. Mehta","raw_affiliation_strings":["West Virginia University, Morgantown, WV, USA","West Virginia University, WV, USA"],"raw_orcid":"https://orcid.org/0000-0002-5240-2322","affiliations":[{"raw_affiliation_string":"West Virginia University, Morgantown, WV, USA","institution_ids":["https://openalex.org/I12097938"]},{"raw_affiliation_string":"West Virginia University, WV, USA","institution_ids":["https://openalex.org/I12097938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021852735","display_name":"Nasser M. Nasrabadi","orcid":"https://orcid.org/0000-0001-8730-627X"},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nasser M. Nasrabadi","raw_affiliation_strings":["West Virginia University, Morgantown, WV, USA","West Virginia University, WV, USA"],"raw_orcid":"https://orcid.org/0000-0001-8730-627X","affiliations":[{"raw_affiliation_string":"West Virginia University, Morgantown, WV, USA","institution_ids":["https://openalex.org/I12097938"]},{"raw_affiliation_string":"West Virginia University, WV, USA","institution_ids":["https://openalex.org/I12097938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045578516","display_name":"B. J. Thompson","orcid":"https://orcid.org/0000-0001-6952-7343"},"institutions":[{"id":"https://openalex.org/I1306266525","display_name":"Goddard Space Flight Center","ror":"https://ror.org/0171mag52","country_code":"US","type":"facility","lineage":["https://openalex.org/I1306266525","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Barbara J. Thompson","raw_affiliation_strings":["NASA Goddard Space Flight Center, Greenbelt, MD, USA","NASA Goddard Space Flight Center, MD, USA"],"raw_orcid":"https://orcid.org/0000-0001-6952-7343","affiliations":[{"raw_affiliation_string":"NASA Goddard Space Flight Center, Greenbelt, MD, USA","institution_ids":["https://openalex.org/I1306266525"]},{"raw_affiliation_string":"NASA Goddard Space Flight Center, MD, USA","institution_ids":["https://openalex.org/I1306266525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042215344","display_name":"Michael S. Kirk","orcid":"https://orcid.org/0000-0001-9874-1429"},"institutions":[{"id":"https://openalex.org/I1306266525","display_name":"Goddard Space Flight Center","ror":"https://ror.org/0171mag52","country_code":"US","type":"facility","lineage":["https://openalex.org/I1306266525","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael S. F. Kirk","raw_affiliation_strings":["NASA Goddard Space Flight Center, Greenbelt, MD, USA","NASA Goddard Space Flight Center, MD, USA"],"raw_orcid":"https://orcid.org/0000-0001-9874-1429","affiliations":[{"raw_affiliation_string":"NASA Goddard Space Flight Center, Greenbelt, MD, USA","institution_ids":["https://openalex.org/I1306266525"]},{"raw_affiliation_string":"NASA Goddard Space Flight Center, MD, USA","institution_ids":["https://openalex.org/I1306266525"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001571172","display_name":"D. E. da Silva","orcid":"https://orcid.org/0000-0001-7537-3539"},"institutions":[{"id":"https://openalex.org/I1306266525","display_name":"Goddard Space Flight Center","ror":"https://ror.org/0171mag52","country_code":"US","type":"facility","lineage":["https://openalex.org/I1306266525","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel E. da Silva","raw_affiliation_strings":["NASA Goddard Space Flight Center, Greenbelt, MD, USA","NASA Goddard Space Flight Center, MD, USA"],"raw_orcid":"https://orcid.org/0000-0001-7537-3539","affiliations":[{"raw_affiliation_string":"NASA Goddard Space Flight Center, Greenbelt, MD, USA","institution_ids":["https://openalex.org/I1306266525"]},{"raw_affiliation_string":"NASA Goddard Space Flight Center, MD, USA","institution_ids":["https://openalex.org/I1306266525"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5036922016"],"corresponding_institution_ids":["https://openalex.org/I12097938"],"apc_list":null,"apc_paid":null,"fwci":0.3201,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63114137,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"60","issue":"5","first_page":"6685","last_page":"6701"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10251","display_name":"Solar and Space Plasma Dynamics","score":0.9189000129699707,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10251","display_name":"Solar and Space Plasma Dynamics","score":0.9189000129699707,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5410003662109375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5283123850822449},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4894808530807495},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4470125734806061},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.4396120309829712},{"id":"https://openalex.org/keywords/observatory","display_name":"Observatory","score":0.4363930821418762},{"id":"https://openalex.org/keywords/solar-observatory","display_name":"Solar observatory","score":0.4343518614768982},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41309142112731934},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3878347873687744},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.23808416724205017},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2156890332698822},{"id":"https://openalex.org/keywords/astronomy","display_name":"Astronomy","score":0.1735866367816925}],"concepts":[{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5410003662109375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5283123850822449},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4894808530807495},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4470125734806061},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.4396120309829712},{"id":"https://openalex.org/C2779919027","wikidata":"https://www.wikidata.org/wiki/Q62832","display_name":"Observatory","level":2,"score":0.4363930821418762},{"id":"https://openalex.org/C2781008069","wikidata":"https://www.wikidata.org/wiki/Q7556723","display_name":"Solar observatory","level":3,"score":0.4343518614768982},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41309142112731934},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3878347873687744},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.23808416724205017},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2156890332698822},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.1735866367816925},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"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/C115260700","wikidata":"https://www.wikidata.org/wiki/Q11408","display_name":"Magnetic field","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taes.2024.3409524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2024.3409524","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"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 Transactions on Aerospace and Electronic Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G2244615843","display_name":null,"funder_award_id":"80NSSC21M0322","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"}],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W2040903332","https://openalex.org/W2094483427","https://openalex.org/W2118217749","https://openalex.org/W2142234851","https://openalex.org/W2158612941","https://openalex.org/W2166816543","https://openalex.org/W2423557781","https://openalex.org/W2490784316","https://openalex.org/W2548527721","https://openalex.org/W2552465432","https://openalex.org/W2752782242","https://openalex.org/W2785562966","https://openalex.org/W2798514732","https://openalex.org/W2909370231","https://openalex.org/W2922222430","https://openalex.org/W2935381027","https://openalex.org/W2962785568","https://openalex.org/W2963189365","https://openalex.org/W2969260367","https://openalex.org/W2984671549","https://openalex.org/W2987947587","https://openalex.org/W2992051623","https://openalex.org/W3018065762","https://openalex.org/W3034802763","https://openalex.org/W3035195755","https://openalex.org/W3047848469","https://openalex.org/W3091266734","https://openalex.org/W3095497211","https://openalex.org/W3096609285","https://openalex.org/W3096831136","https://openalex.org/W3107066575","https://openalex.org/W3125537303","https://openalex.org/W3168640322","https://openalex.org/W3168649818","https://openalex.org/W3170841864","https://openalex.org/W3171516518","https://openalex.org/W3173272744","https://openalex.org/W3175457126","https://openalex.org/W3188427387","https://openalex.org/W3216456501","https://openalex.org/W4206355076","https://openalex.org/W4214633470","https://openalex.org/W4214743248","https://openalex.org/W4214761665","https://openalex.org/W4283811336","https://openalex.org/W4308479898","https://openalex.org/W4312677967","https://openalex.org/W4312806968","https://openalex.org/W4313069943","https://openalex.org/W4360764227","https://openalex.org/W4365446402","https://openalex.org/W4367018374","https://openalex.org/W4385245566","https://openalex.org/W4386065641","https://openalex.org/W4386071870","https://openalex.org/W4386072014","https://openalex.org/W4392943294","https://openalex.org/W6631190155","https://openalex.org/W6638896522","https://openalex.org/W6640963894","https://openalex.org/W6754634825","https://openalex.org/W6755487101","https://openalex.org/W6780365925","https://openalex.org/W6782786913","https://openalex.org/W6784333009","https://openalex.org/W6784858424","https://openalex.org/W6785665406","https://openalex.org/W6788135285","https://openalex.org/W6793364766","https://openalex.org/W6802010497","https://openalex.org/W6810067190","https://openalex.org/W6839976848","https://openalex.org/W6840352845","https://openalex.org/W6861168953","https://openalex.org/W6986164372"],"related_works":["https://openalex.org/W1995964040","https://openalex.org/W1669408834","https://openalex.org/W1668728438","https://openalex.org/W1624789291","https://openalex.org/W212150791","https://openalex.org/W2100808070","https://openalex.org/W2989923742","https://openalex.org/W1617286523","https://openalex.org/W830435747","https://openalex.org/W1528903998"],"abstract_inverted_index":{"NASA's":[0],"Solar":[1],"Dynamics":[2],"Observatory":[3],"(SDO)":[4],"mission":[5,20],"collects":[6],"extensive":[7],"data":[8,22,41,47,89],"to":[9,44,51,106,127],"monitor":[10],"the":[11,16,30,54,66,86,103,120,156,160,165,168,189,198],"Sun's":[12],"daily":[13],"activity.":[14],"In":[15,111],"realm":[17],"of":[18,40,68,159,167],"space":[19],"design,":[21],"compression":[23,42,77,83,192,200],"plays":[24],"a":[25,74,81,107,176],"crucial":[26],"role":[27],"in":[28,102,137],"addressing":[29],"challenges":[31],"posed":[32],"by":[33,215],"limited":[34],"telemetry":[35],"rates.":[36],"The":[37,91,172],"primary":[38],"objective":[39],"is":[43,62,124,146],"facilitate":[45],"efficient":[46,109,141],"management":[48],"and":[49,99,131,140,163,179,183,211],"transmission":[50],"work":[52],"within":[53],"constrained":[55],"bandwidth,":[56],"thereby":[57],"ensuring":[58],"that":[59,79,152],"essential":[60],"information":[61,133],"captured":[63],"while":[64],"optimizing":[65],"utilization":[67],"available":[69],"resources.":[70],"This":[71],"paper":[72],"introduces":[73],"neural":[75],"video":[76,191,207],"technique":[78],"achieves":[80],"high":[82],"ratio":[84],"for":[85],"SDO's":[87],"image":[88],"collection.":[90],"proposed":[92,199],"approach":[93,178],"focuses":[94],"on":[95,119],"leveraging":[96],"both":[97,129],"temporal":[98],"spatial":[100,185],"redundancies":[101],"data,":[104],"leading":[105],"more":[108],"compression.":[110],"this":[112],"work,":[113],"we":[114],"introduce":[115],"an":[116,138,149],"architecture":[117],"based":[118],"Transformer":[121],"model,":[122,197],"which":[123],"specifically":[125],"designed":[126],"capture":[128],"local":[130,182],"global":[132,184],"from":[134],"input":[135],"images":[136],"effective":[139],"manner.":[142],"Additionally,":[143],"our":[144,195,216],"network":[145,193],"equipped":[147],"with":[148,194],"entropy":[150,169,173,196],"model":[151,155,174],"can":[153],"accurately":[154],"probability":[157],"distribution":[158],"latent":[161],"representations":[162],"improves":[164],"speed":[166],"decoding":[170],"step.":[171],"leverages":[175],"channel-dependent":[177],"utilizes":[180],"checkerboard-shaped":[181],"contexts.":[186],"By":[187],"combining":[188],"Transformer-based":[190],"algorithm":[201],"demonstrates":[202],"superior":[203],"performance":[204],"over":[205],"traditional":[206],"codecs":[208],"like":[209],"H.264":[210],"H.265,":[212],"as":[213],"confirmed":[214],"experimental":[217],"results.":[218]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}