{"id":"https://openalex.org/W3127964924","doi":"https://doi.org/10.3390/rs13030447","title":"Reduced-Complexity End-to-End Variational Autoencoder for on Board Satellite Image Compression","display_name":"Reduced-Complexity End-to-End Variational Autoencoder for on Board Satellite Image Compression","publication_year":2021,"publication_date":"2021-01-27","ids":{"openalex":"https://openalex.org/W3127964924","doi":"https://doi.org/10.3390/rs13030447","mag":"3127964924"},"language":"en","primary_location":{"id":"doi:10.3390/rs13030447","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13030447","pdf_url":"https://www.mdpi.com/2072-4292/13/3/447/pdf?version=1611908364","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/13/3/447/pdf?version=1611908364","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066841180","display_name":"Vin\u00edcius Alves de Oliveira","orcid":"https://orcid.org/0000-0003-2122-7733"},"institutions":[{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4387153255","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'\u00c9lectrotechnique, d'\u00c9lectronique, d'Informatique, d'Hydraulique et des T\u00e9l\u00e9communications","ror":"https://ror.org/05wfw4946","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4387153255","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4396570610","display_name":"T\u00e9SA","ror":"https://ror.org/01zgcd031","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I4396570610"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Vinicius Alves de Oliveira","raw_affiliation_strings":["IRIT/INP-ENSEEIHT, University of Toulouse, 31071 Toulouse, France","Telecommunications for Space and Aeronautics (T\u00e9SA) Laboratory, 31500 Toulouse, France","Signal et Communications"],"affiliations":[{"raw_affiliation_string":"IRIT/INP-ENSEEIHT, University of Toulouse, 31071 Toulouse, France","institution_ids":["https://openalex.org/I4210152422","https://openalex.org/I4387153255","https://openalex.org/I205747304","https://openalex.org/I134560555","https://openalex.org/I4210119061","https://openalex.org/I3131550300","https://openalex.org/I4210160189"]},{"raw_affiliation_string":"Telecommunications for Space and Aeronautics (T\u00e9SA) Laboratory, 31500 Toulouse, France","institution_ids":["https://openalex.org/I4396570610"]},{"raw_affiliation_string":"Signal et Communications","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073142840","display_name":"Marie Chabert","orcid":"https://orcid.org/0000-0001-9869-4693"},"institutions":[{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4387153255","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'\u00c9lectrotechnique, d'\u00c9lectronique, d'Informatique, d'Hydraulique et des T\u00e9l\u00e9communications","ror":"https://ror.org/05wfw4946","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4387153255","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marie Chabert","raw_affiliation_strings":["IRIT/INP-ENSEEIHT, University of Toulouse, 31071 Toulouse, France","Signal et Communications"],"affiliations":[{"raw_affiliation_string":"IRIT/INP-ENSEEIHT, University of Toulouse, 31071 Toulouse, France","institution_ids":["https://openalex.org/I4210152422","https://openalex.org/I4387153255","https://openalex.org/I205747304","https://openalex.org/I134560555","https://openalex.org/I4210119061","https://openalex.org/I3131550300","https://openalex.org/I4210160189"]},{"raw_affiliation_string":"Signal et Communications","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090974927","display_name":"Thomas Oberlin","orcid":"https://orcid.org/0000-0002-9680-4227"},"institutions":[{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I193033237","display_name":"Institut Superieur de l'Aeronautique et de l'Espace (ISAE-SUPAERO)","ror":"https://ror.org/04gyj6s21","country_code":"FR","type":"education","lineage":["https://openalex.org/I193033237","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Thomas Oberlin","raw_affiliation_strings":["ISAE-SUPAERO, University of Toulouse, 31055 Toulouse, France"],"affiliations":[{"raw_affiliation_string":"ISAE-SUPAERO, University of Toulouse, 31055 Toulouse, France","institution_ids":["https://openalex.org/I17866349","https://openalex.org/I193033237"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082023760","display_name":"Charly Poulliat","orcid":"https://orcid.org/0000-0001-6407-8841"},"institutions":[{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4387153255","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'\u00c9lectrotechnique, d'\u00c9lectronique, d'Informatique, d'Hydraulique et des T\u00e9l\u00e9communications","ror":"https://ror.org/05wfw4946","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4387153255","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Charly Poulliat","raw_affiliation_strings":["IRIT/INP-ENSEEIHT, University of Toulouse, 31071 Toulouse, France","Signal et Communications"],"affiliations":[{"raw_affiliation_string":"IRIT/INP-ENSEEIHT, University of Toulouse, 31071 Toulouse, France","institution_ids":["https://openalex.org/I4210152422","https://openalex.org/I4387153255","https://openalex.org/I205747304","https://openalex.org/I134560555","https://openalex.org/I4210119061","https://openalex.org/I3131550300","https://openalex.org/I4210160189"]},{"raw_affiliation_string":"Signal et Communications","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091173167","display_name":"Micka\u00ebl Bruno","orcid":"https://orcid.org/0000-0002-7356-1111"},"institutions":[{"id":"https://openalex.org/I2799535048","display_name":"Centre National d'\u00c9tudes Spatiales","ror":"https://ror.org/04h1h0y33","country_code":"FR","type":"government","lineage":["https://openalex.org/I2799535048"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mickael Bruno","raw_affiliation_strings":["CNES, 31400 Toulouse, France"],"affiliations":[{"raw_affiliation_string":"CNES, 31400 Toulouse, France","institution_ids":["https://openalex.org/I2799535048"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113605336","display_name":"Christophe Latry","orcid":null},"institutions":[{"id":"https://openalex.org/I2799535048","display_name":"Centre National d'\u00c9tudes Spatiales","ror":"https://ror.org/04h1h0y33","country_code":"FR","type":"government","lineage":["https://openalex.org/I2799535048"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christophe Latry","raw_affiliation_strings":["CNES, 31400 Toulouse, France"],"affiliations":[{"raw_affiliation_string":"CNES, 31400 Toulouse, France","institution_ids":["https://openalex.org/I2799535048"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056393709","display_name":"Mika\u00ebl Carlavan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]},{"id":"https://openalex.org/I4400009052","display_name":"Thales Alenia Space (France)","ror":"https://ror.org/05gz77z03","country_code":null,"type":"company","lineage":["https://openalex.org/I2802798279","https://openalex.org/I4210140930","https://openalex.org/I4400009052"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mikael Carlavan","raw_affiliation_strings":["Thales Alenia Space, 06150 Cannes, France"],"affiliations":[{"raw_affiliation_string":"Thales Alenia Space, 06150 Cannes, France","institution_ids":["https://openalex.org/I4210140930","https://openalex.org/I4400009052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004776399","display_name":"Simon Henrot","orcid":"https://orcid.org/0000-0002-5809-990X"},"institutions":[{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]},{"id":"https://openalex.org/I4400009052","display_name":"Thales Alenia Space (France)","ror":"https://ror.org/05gz77z03","country_code":null,"type":"company","lineage":["https://openalex.org/I2802798279","https://openalex.org/I4210140930","https://openalex.org/I4400009052"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Simon Henrot","raw_affiliation_strings":["Thales Alenia Space, 06150 Cannes, France"],"affiliations":[{"raw_affiliation_string":"Thales Alenia Space, 06150 Cannes, France","institution_ids":["https://openalex.org/I4210140930","https://openalex.org/I4400009052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003695093","display_name":"Fr\u00e9d\u00e9ric Falzon","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]},{"id":"https://openalex.org/I4400009052","display_name":"Thales Alenia Space (France)","ror":"https://ror.org/05gz77z03","country_code":null,"type":"company","lineage":["https://openalex.org/I2802798279","https://openalex.org/I4210140930","https://openalex.org/I4400009052"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Frederic Falzon","raw_affiliation_strings":["Thales Alenia Space, 06150 Cannes, France"],"affiliations":[{"raw_affiliation_string":"Thales Alenia Space, 06150 Cannes, France","institution_ids":["https://openalex.org/I4210140930","https://openalex.org/I4400009052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014199647","display_name":"Roberto Camarero","orcid":null},"institutions":[{"id":"https://openalex.org/I44377176","display_name":"European Space Research and Technology Centre","ror":"https://ror.org/03h3jqn23","country_code":"NL","type":"government","lineage":["https://openalex.org/I2801994115","https://openalex.org/I44377176"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Roberto Camarero","raw_affiliation_strings":["ESA, 2201 AZ Noordwijk, The Netherlands"],"affiliations":[{"raw_affiliation_string":"ESA, 2201 AZ Noordwijk, The Netherlands","institution_ids":["https://openalex.org/I44377176"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5066841180"],"corresponding_institution_ids":["https://openalex.org/I134560555","https://openalex.org/I205747304","https://openalex.org/I3131550300","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4210160189","https://openalex.org/I4387153255","https://openalex.org/I4396570610"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.6821,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.94429678,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"13","issue":"3","first_page":"447","last_page":"447"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9986000061035156,"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":0.9986000061035156,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9976000189781189,"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":0.9833999872207642,"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/autoencoder","display_name":"Autoencoder","score":0.9411571025848389},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7053231596946716},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.5376409888267517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5014669895172119},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49961161613464355},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.47263357043266296},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.45447027683258057},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4536114037036896},{"id":"https://openalex.org/keywords/lossy-compression","display_name":"Lossy compression","score":0.44741952419281006},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4114362299442291},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3831094801425934},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.26340562105178833},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.25746577978134155},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16643062233924866}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.9411571025848389},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7053231596946716},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.5376409888267517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5014669895172119},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49961161613464355},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.47263357043266296},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45447027683258057},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4536114037036896},{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.44741952419281006},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4114362299442291},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3831094801425934},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.26340562105178833},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.25746577978134155},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16643062233924866},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs13030447","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13030447","pdf_url":"https://www.mdpi.com/2072-4292/13/3/447/pdf?version=1611908364","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:oatao.univ-toulouse.fr:28205","is_oa":true,"landing_page_url":null,"pdf_url":"https://oatao.univ-toulouse.fr/28205/1/Oliveira_28205.pdf","source":{"id":"https://openalex.org/S4306401987","display_name":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I17866349","host_organization_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","host_organization_lineage":["https://openalex.org/I17866349"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:HAL:hal-03152288v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03152288","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.mdpi.com/2072-4292/13/3/447","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:7026379ac09741efba63b392de4eabf2","is_oa":true,"landing_page_url":"https://doaj.org/article/7026379ac09741efba63b392de4eabf2","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 13, Iss 3, p 447 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/3/447/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13030447","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":"Remote Sensing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13030447","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13030447","pdf_url":"https://www.mdpi.com/2072-4292/13/3/447/pdf?version=1611908364","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.4099999964237213,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3127964924.pdf","grobid_xml":"https://content.openalex.org/works/W3127964924.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1504738275","https://openalex.org/W1580389772","https://openalex.org/W2013121852","https://openalex.org/W2119047110","https://openalex.org/W2127295759","https://openalex.org/W2162637870","https://openalex.org/W2166816543","https://openalex.org/W2481395195","https://openalex.org/W2501038827","https://openalex.org/W2508457857","https://openalex.org/W2552465432","https://openalex.org/W2593493485","https://openalex.org/W2737129951","https://openalex.org/W2752782242","https://openalex.org/W2785562966","https://openalex.org/W2789010967","https://openalex.org/W2962957157","https://openalex.org/W2963037989","https://openalex.org/W2963711615","https://openalex.org/W3100521496","https://openalex.org/W3134748538","https://openalex.org/W4231109964","https://openalex.org/W6683804306","https://openalex.org/W6738494155","https://openalex.org/W6764407433"],"related_works":["https://openalex.org/W3210332869","https://openalex.org/W4210785996","https://openalex.org/W4327499886","https://openalex.org/W1680283075","https://openalex.org/W3162084246","https://openalex.org/W2181436147","https://openalex.org/W2056051076","https://openalex.org/W2793856282","https://openalex.org/W3202870363","https://openalex.org/W2115343698"],"abstract_inverted_index":{"Recently,":[0],"convolutional":[1],"neural":[2],"networks":[3],"have":[4],"been":[5],"successfully":[6],"applied":[7],"to":[8,19,51,72,94,103,111,146],"lossy":[9],"image":[10,55,221],"compression.":[11],"End-to-end":[12],"optimized":[13],"autoencoders,":[14],"possibly":[15,61],"variational,":[16],"are":[17,92],"able":[18],"dramatically":[20],"outperform":[21],"traditional":[22],"transform":[23],"coding":[24],"schemes":[25],"in":[26,80,109,210,215],"terms":[27,211],"of":[28,37,83,99,130,166,212],"rate-distortion":[29,213],"trade-off;":[30],"however,":[31],"this":[32,100],"is":[33,102],"at":[34],"the":[35,54,74,81,117,131,144,147,160,195,218],"cost":[36],"a":[38,63,68,105,121,138,151,176,186,207],"higher":[39],"computational":[40],"complexity.":[41],"An":[42],"intensive":[43],"training":[44],"step":[45],"on":[46,84,155],"huge":[47],"databases":[48],"allows":[49],"autoencoders":[50],"learn":[52],"jointly":[53],"representation":[56],"and":[57,89,133],"its":[58],"probability":[59],"distribution,":[60],"using":[62],"non-parametric":[64],"density":[65],"model":[66,141],"or":[67,175],"hyperprior":[69,178],"auxiliary":[70,179],"autoencoder":[71,108,180,193],"eliminate":[73],"need":[75],"for":[76,198],"prior":[77],"knowledge.":[78],"However,":[79],"context":[82],"board":[85],"satellite":[86,156],"compression,":[87],"time":[88],"memory":[90],"complexities":[91],"submitted":[93],"strong":[95],"constraints.":[96],"The":[97,190],"aim":[98],"paper":[101],"design":[104],"complexity-reduced":[106,192],"variational":[107],"order":[110],"meet":[112],"these":[113],"constraints":[114],"while":[115,205],"maintaining":[116,206],"performance.":[118],"Apart":[119],"from":[120],"network":[122],"dimension":[123],"reduction":[124],"that":[125,142,159],"systematically":[126],"targets":[127],"each":[128],"parameter":[129],"analysis":[132,153],"synthesis":[134],"transforms,":[135],"we":[136],"propose":[137],"simplified":[139],"entropy":[140],"preserves":[143],"adaptability":[145],"input":[148],"image.":[149],"Indeed,":[150],"statistical":[152],"performed":[154],"images":[157],"shows":[158],"Laplacian":[161],"distribution":[162,173],"fits":[163],"most":[164],"features":[165],"their":[167],"representation.":[168],"A":[169],"complex":[170],"non":[171],"parametric":[172,188],"fitting":[174],"cumbersome":[177],"can":[181],"thus":[182],"be":[183],"replaced":[184],"by":[185],"simple":[187],"estimation.":[189],"proposed":[191],"outperforms":[194],"Consultative":[196],"Committee":[197],"Space":[199],"Data":[200],"Systems":[201],"standard":[202],"(CCSDS":[203],"122.0-B)":[204],"competitive":[208],"performance,":[209],"trade-off,":[214],"comparison":[216],"with":[217],"state-of-the-art":[219],"learned":[220],"compression":[222],"schemes.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2021-02-15T00:00:00"}