{"id":"https://openalex.org/W4389474446","doi":"https://doi.org/10.1109/mmsp59012.2023.10337636","title":"Low-Complexity Overfitted Neural Image Codec","display_name":"Low-Complexity Overfitted Neural Image Codec","publication_year":2023,"publication_date":"2023-09-27","ids":{"openalex":"https://openalex.org/W4389474446","doi":"https://doi.org/10.1109/mmsp59012.2023.10337636"},"language":"en","primary_location":{"id":"doi:10.1109/mmsp59012.2023.10337636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp59012.2023.10337636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 25th International Workshop on Multimedia Signal Processing (MMSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04357306v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092543605","display_name":"Thomas Leguay","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Thomas Leguay","raw_affiliation_strings":["Orange Innovation,France","Orange Innovation (France)"],"affiliations":[{"raw_affiliation_string":"Orange Innovation,France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"Orange Innovation (France)","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075654458","display_name":"Th\u00e9o Ladune","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Th\u00e9o Ladune","raw_affiliation_strings":["Orange Innovation,France","Orange Innovation (France)"],"affiliations":[{"raw_affiliation_string":"Orange Innovation,France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"Orange Innovation (France)","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067683516","display_name":"Pierrick Philippe","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierrick Philippe","raw_affiliation_strings":["Orange Innovation,France","Orange Innovation (France)"],"affiliations":[{"raw_affiliation_string":"Orange Innovation,France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"Orange Innovation (France)","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025851887","display_name":"Gordon Clare","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gordon Clare","raw_affiliation_strings":["Orange Innovation,France","Orange Innovation (France)"],"affiliations":[{"raw_affiliation_string":"Orange Innovation,France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"Orange Innovation (France)","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027444024","display_name":"F\u00e9lix Henry","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"F\u00e9lix Henry","raw_affiliation_strings":["Orange Innovation,France","Orange Innovation (France)"],"affiliations":[{"raw_affiliation_string":"Orange Innovation,France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"Orange Innovation (France)","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031377954","display_name":"Olivier D\u00e9forges","orcid":"https://orcid.org/0000-0003-0750-0959"},"institutions":[{"id":"https://openalex.org/I4210100151","display_name":"Institut d'\u00c9lectronique et des Technologies du num\u00e9Rique","ror":"https://ror.org/013q33h79","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210095849","https://openalex.org/I4210100151","https://openalex.org/I56067802","https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier D\u00e9forges","raw_affiliation_strings":["IETR,France"],"affiliations":[{"raw_affiliation_string":"IETR,France","institution_ids":["https://openalex.org/I4210100151"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5092543605"],"corresponding_institution_ids":["https://openalex.org/I19370010"],"apc_list":null,"apc_paid":null,"fwci":3.632,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.94251378,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10741","display_name":"Video Coding and Compression Technologies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10741","display_name":"Video Coding and Compression Technologies","score":0.9998000264167786,"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/T10531","display_name":"Advanced Vision and Imaging","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":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/codec","display_name":"Codec","score":0.8780613541603088},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.822677731513977},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6532725095748901},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6220555901527405},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.6045293211936951},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5891391634941101},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5403338670730591},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.5073408484458923},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4175187051296234},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41123902797698975},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3930719196796417},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.379886656999588},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.37901514768600464},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33806538581848145},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3178274631500244},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.2292938232421875},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09146761894226074}],"concepts":[{"id":"https://openalex.org/C161765866","wikidata":"https://www.wikidata.org/wiki/Q184748","display_name":"Codec","level":2,"score":0.8780613541603088},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.822677731513977},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6532725095748901},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6220555901527405},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.6045293211936951},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5891391634941101},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5403338670730591},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.5073408484458923},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4175187051296234},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41123902797698975},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3930719196796417},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.379886656999588},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.37901514768600464},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33806538581848145},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3178274631500244},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.2292938232421875},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09146761894226074},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mmsp59012.2023.10337636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp59012.2023.10337636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 25th International Workshop on Multimedia Signal Processing (MMSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04357306v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04357306","pdf_url":"https://hal.science/hal-04357306v1/document","source":{"id":"https://openalex.org/S4406922451","display_name":"SPIRE - Sciences Po Institutional REpository","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 IEEE 25th International Workshop on Multimedia Signal Processing (MMSP), Sep 2023, Poitiers, France. ⟨10.1109/mmsp59012.2023.10337636⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04357306v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04357306","pdf_url":"https://hal.science/hal-04357306v1/document","source":{"id":"https://openalex.org/S4406922451","display_name":"SPIRE - Sciences Po Institutional REpository","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 IEEE 25th International Workshop on Multimedia Signal Processing (MMSP), Sep 2023, Poitiers, France. ⟨10.1109/mmsp59012.2023.10337636⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389474446.pdf","grobid_xml":"https://content.openalex.org/works/W4389474446.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W2101700394","https://openalex.org/W2140199336","https://openalex.org/W2146395539","https://openalex.org/W2157494358","https://openalex.org/W2552465432","https://openalex.org/W2747329762","https://openalex.org/W2785562966","https://openalex.org/W3031420959","https://openalex.org/W3034469748","https://openalex.org/W3135530072","https://openalex.org/W4221151978","https://openalex.org/W4283377204","https://openalex.org/W4287284742","https://openalex.org/W4294567867","https://openalex.org/W4312806968","https://openalex.org/W4381716448","https://openalex.org/W4390871851","https://openalex.org/W4394650770","https://openalex.org/W6763486759"],"related_works":["https://openalex.org/W2095407248","https://openalex.org/W1997714924","https://openalex.org/W2129190845","https://openalex.org/W4389045637","https://openalex.org/W1994209155","https://openalex.org/W2076843925","https://openalex.org/W4384300015","https://openalex.org/W2054979592","https://openalex.org/W2100712766","https://openalex.org/W2078701219"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,23,62,74],"neural":[3],"image":[4],"codec":[5],"at":[6,82],"reduced":[7],"complexity":[8],"which":[9],"overfits":[10],"the":[11,29,40],"decoder":[12],"parameters":[13],"to":[14,22,68],"each":[15],"input":[16],"image.":[17],"While":[18],"autoencoders":[19],"perform":[20],"up":[21],"million":[24],"multiplications":[25,35],"per":[26,36],"decoded":[27],"pixel,":[28],"proposed":[30],"approach":[31],"only":[32],"requires":[33],"2300":[34],"pixel.":[37],"Albeit":[38],"low-complexity,":[39],"method":[41],"rivals":[42],"autoencoder":[43],"performance":[44,48],"and":[45,56],"surpasses":[46],"HEVC":[47],"under":[49],"various":[50],"coding":[51],"conditions.":[52],"Additional":[53],"lightweight":[54],"modules":[55],"an":[57],"improved":[58],"training":[59],"process":[60],"provide":[61],"14%":[63],"rate":[64],"reduction":[65],"with":[66],"respect":[67],"previous":[69],"overfitted":[70],"codecs,":[71],"while":[72],"offering":[73],"similar":[75],"complexity.":[76],"This":[77],"work":[78],"is":[79],"made":[80],"open-source":[81],"http://orange-opensource.github.io/Cool-Chic/.":[83]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}