{"id":"https://openalex.org/W7150777928","doi":"https://doi.org/10.70675/9abc66b4zca61z423bz85dcz07b849b15209","title":"Transfer learning of convolutional neural networks for texture synthesis and visual recognition in artistic images","display_name":"Transfer learning of convolutional neural networks for texture synthesis and visual recognition in artistic images","publication_year":2021,"publication_date":"2021-03-31","ids":{"openalex":"https://openalex.org/W7150777928","doi":"https://doi.org/10.70675/9abc66b4zca61z423bz85dcz07b849b15209"},"language":"fr","primary_location":{"id":"doi:10.70675/9abc66b4zca61z423bz85dcz07b849b15209","doi":"https://doi.org/10.70675/9abc66b4zca61z423bz85dcz07b849b15209","is_oa":false,"landing_page_url":"https://doi.org/10.70675/9abc66b4zca61z423bz85dcz07b849b15209","pdf_url":null,"source":{"id":"https://openalex.org/S4406923047","display_name":"theses.fr (ABES)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"universit\u00e9 Paris-Saclay","raw_type":"dissertation"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://www.theses.fr/2021UPASG024/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034200234","display_name":"Nicolas Gonthier","orcid":"https://orcid.org/0000-0002-9236-5394","observed_orcids":["https://orcid.org/0000-0002-9236-5394"]},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Nicolas Gonthier","raw_affiliation_strings":["universit\u00e9 Paris-Saclay"],"raw_orcid":"https://orcid.org/0000-0002-9236-5394","affiliations":[{"raw_affiliation_string":"universit\u00e9 Paris-Saclay","institution_ids":["https://openalex.org/I277688954"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5034200234"],"corresponding_institution_ids":["https://openalex.org/I277688954"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.975600004196167,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.975600004196167,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.008299999870359898,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.006300000008195639,"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/transfer-learning","display_name":"transfer learning","score":0.9929999709129333},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9520000219345093},{"id":"https://openalex.org/keywords/texture-synthesis","display_name":"texture synthesis","score":0.968999981880188},{"id":"https://openalex.org/keywords/gram-matrix","display_name":"Gram matrix","score":0.7269999980926514},{"id":"https://openalex.org/keywords/feature-visualization","display_name":"feature visualization","score":0.6029999852180481},{"id":"https://openalex.org/keywords/weakly-supervised-object-detection","display_name":"weakly supervised object detection","score":0.7730000019073486},{"id":"https://openalex.org/keywords/image-level-annotations","display_name":"image-level annotations","score":0.4729999899864197},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.5360000133514404},{"id":"https://openalex.org/keywords/image-to-image-translation","display_name":"image-to-image translation","score":0.36500000953674316},{"id":"https://openalex.org/keywords/image-to-image-regression","display_name":"image-to-image regression","score":0.31200000643730164}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5167999863624573},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.47429999709129333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46070000529289246},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.3781000077724457},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.3635999858379364},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3118000030517578},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.2799000144004822},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.26339998841285706},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.24449999630451202},{"id":"https://openalex.org/C2989087649","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Image synthesis","level":3,"score":0.23270000517368317}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.70675/9abc66b4zca61z423bz85dcz07b849b15209","doi":"https://doi.org/10.70675/9abc66b4zca61z423bz85dcz07b849b15209","is_oa":false,"landing_page_url":"https://doi.org/10.70675/9abc66b4zca61z423bz85dcz07b849b15209","pdf_url":null,"source":{"id":"https://openalex.org/S4406923047","display_name":"theses.fr (ABES)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"universit\u00e9 Paris-Saclay","raw_type":"dissertation"},{"id":"pmh:2021UPASG024","doi":null,"is_oa":true,"landing_page_url":"http://www.theses.fr/2021UPASG024/document","pdf_url":null,"source":{"id":"https://openalex.org/S4406923047","display_name":"theses.fr (ABES)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":null,"raw_type":"Electronic Thesis or Dissertation"},{"id":"pmh:oai:HAL:tel-03227373v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/tel-03227373v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"Computer Vision and Pattern Recognition [cs.CV]. Universit\u00e9 Paris-Saclay, 2021. English. ⟨NNT : 2021UPASG024⟩","raw_type":"info:eu-repo/semantics/doctoralThesis"},{"id":"pmh:oai:HAL:tel-03228979v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/tel-03228979v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"Computer Vision and Pattern Recognition [cs.CV]. Universit\u00e9 Paris-Saclay, 2021. English. ⟨NNT : ⟩","raw_type":"info:eu-repo/semantics/doctoralThesis"},{"id":"pmh:oai:HAL:tel-03229946v1","doi":null,"is_oa":false,"landing_page_url":"https://theses.hal.science/tel-03229946","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Vision and Pattern Recognition [cs.CV]. Universit\u00e9 Paris-Saclay, 2021. English. ⟨NNT : ⟩","raw_type":"info:eu-repo/semantics/doctoralThesis"},{"id":"pmh:oai:HAL:tel-03229948v1","doi":null,"is_oa":false,"landing_page_url":"https://theses.hal.science/tel-03229948","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Vision and Pattern Recognition [cs.CV]. Universit\u00e9 Paris-Saclay, 2021. English. ⟨NNT : ⟩","raw_type":"info:eu-repo/semantics/doctoralThesis"}],"best_oa_location":{"id":"pmh:2021UPASG024","doi":null,"is_oa":true,"landing_page_url":"http://www.theses.fr/2021UPASG024/document","pdf_url":null,"source":{"id":"https://openalex.org/S4406923047","display_name":"theses.fr (ABES)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":null,"raw_type":"Electronic Thesis or Dissertation"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":296,"referenced_works":["https://openalex.org/W7746136","https://openalex.org/W114678062","https://openalex.org/W300217873","https://openalex.org/W312852472","https://openalex.org/W318792885","https://openalex.org/W613766092","https://openalex.org/W1481810791","https://openalex.org/W1483870316","https://openalex.org/W1498436455","https://openalex.org/W1536680647","https://openalex.org/W1546074414","https://openalex.org/W1592886334","https://openalex.org/W1673923490","https://openalex.org/W1793977698","https://openalex.org/W1814243335","https://openalex.org/W1849277567","https://openalex.org/W1861492603","https://openalex.org/W1915485278","https://openalex.org/W1924619199","https://openalex.org/W1932198206","https://openalex.org/W1964939554","https://openalex.org/W1967577110","https://openalex.org/W1983903572","https://openalex.org/W1984677466","https://openalex.org/W1989684337","https://openalex.org/W1994488211","https://openalex.org/W1999360130","https://openalex.org/W2000752850","https://openalex.org/W2002689747","https://openalex.org/W2005126631","https://openalex.org/W2006243321","https://openalex.org/W2008231398","https://openalex.org/W2013784666","https://openalex.org/W2016016818","https://openalex.org/W2020477327","https://openalex.org/W2020828435","https://openalex.org/W2022148047","https://openalex.org/W2023009061","https://openalex.org/W2023701920","https://openalex.org/W2031489346","https://openalex.org/W2034365297","https://openalex.org/W2035652042","https://openalex.org/W2040095377","https://openalex.org/W2040172205","https://openalex.org/W2040870580","https://openalex.org/W2041971124","https://openalex.org/W2045086083","https://openalex.org/W2050243593","https://openalex.org/W2054011912","https://openalex.org/W2057624659","https://openalex.org/W2059432853","https://openalex.org/W2061629163","https://openalex.org/W2065301447","https://openalex.org/W2065948983","https://openalex.org/W2066548055","https://openalex.org/W2068886784","https://openalex.org/W2075849553","https://openalex.org/W2076045504","https://openalex.org/W2076063813","https://openalex.org/W2078790577","https://openalex.org/W2088049833","https://openalex.org/W2090578700","https://openalex.org/W2094743005","https://openalex.org/W2097117768","https://openalex.org/W2098507775","https://openalex.org/W2101611867","https://openalex.org/W2102605133","https://openalex.org/W2102611523","https://openalex.org/W2108240927","https://openalex.org/W2108598243","https://openalex.org/W2108751004","https://openalex.org/W2110119381","https://openalex.org/W2110807182","https://openalex.org/W2112027492","https://openalex.org/W2112031167","https://openalex.org/W2112343299","https://openalex.org/W2112796928","https://openalex.org/W2116013899","https://openalex.org/W2116360511","https://openalex.org/W2117539524","https://openalex.org/W2117731089","https://openalex.org/W2120419212","https://openalex.org/W2122111042","https://openalex.org/W2124219775","https://openalex.org/W2124537004","https://openalex.org/W2125027853","https://openalex.org/W2126159571","https://openalex.org/W2127006916","https://openalex.org/W2128901179","https://openalex.org/W2133324800","https://openalex.org/W2136922672","https://openalex.org/W2137917285","https://openalex.org/W2139868442","https://openalex.org/W2144537364","https://openalex.org/W2147196093","https://openalex.org/W2147800946","https://openalex.org/W2149498267","https://openalex.org/W2150691697","https://openalex.org/W2150920547","https://openalex.org/W2151103935","https://openalex.org/W2161381512","https://openalex.org/W2161693169","https://openalex.org/W2161753062","https://openalex.org/W2161969291","https://openalex.org/W2162741153","https://openalex.org/W2163534628","https://openalex.org/W2164503390","https://openalex.org/W2165698076","https://openalex.org/W2166242527","https://openalex.org/W2168356304","https://openalex.org/W2172174689","https://openalex.org/W2185897478","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2202310977","https://openalex.org/W2232702494","https://openalex.org/W2253323104","https://openalex.org/W2253709148","https://openalex.org/W2261689926","https://openalex.org/W2292976057","https://openalex.org/W2295107390","https://openalex.org/W2296073425","https://openalex.org/W2331128040","https://openalex.org/W2336727000","https://openalex.org/W2340897893","https://openalex.org/W2346062110","https://openalex.org/W2380489056","https://openalex.org/W2395579298","https://openalex.org/W2397563792","https://openalex.org/W2441255125","https://openalex.org/W2510733224","https://openalex.org/W2515486462","https://openalex.org/W2518995963","https://openalex.org/W2519284461","https://openalex.org/W2520188521","https://openalex.org/W2520857446","https://openalex.org/W2527582473","https://openalex.org/W2527917904","https://openalex.org/W2531897166","https://openalex.org/W2535388113","https://openalex.org/W2550673061","https://openalex.org/W2557969682","https://openalex.org/W2559348937","https://openalex.org/W2560886373","https://openalex.org/W2569333882","https://openalex.org/W2570343428","https://openalex.org/W2572730214","https://openalex.org/W2575615142","https://openalex.org/W2578498369","https://openalex.org/W2578723813","https://openalex.org/W2583638424","https://openalex.org/W2591959565","https://openalex.org/W2603777577","https://openalex.org/W2604260814","https://openalex.org/W2606831796","https://openalex.org/W2611501029","https://openalex.org/W2612445135","https://openalex.org/W2613833277","https://openalex.org/W2615562997","https://openalex.org/W2619851092","https://openalex.org/W2735710122","https://openalex.org/W2736941579","https://openalex.org/W2738853914","https://openalex.org/W2749210894","https://openalex.org/W2752782242","https://openalex.org/W2756073160","https://openalex.org/W2763426046","https://openalex.org/W2763549966","https://openalex.org/W2765569127","https://openalex.org/W2766086266","https://openalex.org/W2766877727","https://openalex.org/W2767566874","https://openalex.org/W2771696758","https://openalex.org/W2771734180","https://openalex.org/W2774616426","https://openalex.org/W2781305742","https://openalex.org/W2782482721","https://openalex.org/W2783079986","https://openalex.org/W2784640176","https://openalex.org/W2785694322","https://openalex.org/W2791266670","https://openalex.org/W2792641098","https://openalex.org/W2794134712","https://openalex.org/W2795124604","https://openalex.org/W2795540509","https://openalex.org/W2798269247","https://openalex.org/W2798748179","https://openalex.org/W2799269579","https://openalex.org/W2799497523","https://openalex.org/W2800689051","https://openalex.org/W2801335883","https://openalex.org/W2801495938","https://openalex.org/W2804191040","https://openalex.org/W2804935296","https://openalex.org/W2875369225","https://openalex.org/W2884041121","https://openalex.org/W2884238566","https://openalex.org/W2895236117","https://openalex.org/W2896878203","https://openalex.org/W2896966666","https://openalex.org/W2897923591","https://openalex.org/W2901190005","https://openalex.org/W2904061355","https://openalex.org/W2907905507","https://openalex.org/W2911730156","https://openalex.org/W2911801153","https://openalex.org/W2912445262","https://openalex.org/W2912934387","https://openalex.org/W2921669107","https://openalex.org/W2937552151","https://openalex.org/W2937703861","https://openalex.org/W2940046420","https://openalex.org/W2941283248","https://openalex.org/W2942890911","https://openalex.org/W2947524594","https://openalex.org/W2948141579","https://openalex.org/W2948223045","https://openalex.org/W2948676181","https://openalex.org/W2949736877","https://openalex.org/W2951244918","https://openalex.org/W2954882165","https://openalex.org/W2962750014","https://openalex.org/W2962785568","https://openalex.org/W2962793481","https://openalex.org/W2962824341","https://openalex.org/W2962843773","https://openalex.org/W2962858109","https://openalex.org/W2962898540","https://openalex.org/W2963064675","https://openalex.org/W2963150697","https://openalex.org/W2963173190","https://openalex.org/W2963275094","https://openalex.org/W2963351448","https://openalex.org/W2963370915","https://openalex.org/W2963795442","https://openalex.org/W2963949812","https://openalex.org/W2964138343","https://openalex.org/W2964274719","https://openalex.org/W2964288524","https://openalex.org/W2964350391","https://openalex.org/W2965570799","https://openalex.org/W2966190898","https://openalex.org/W2970002538","https://openalex.org/W2971550302","https://openalex.org/W2976501124","https://openalex.org/W2979201763","https://openalex.org/W2980726482","https://openalex.org/W2980742775","https://openalex.org/W2981431462","https://openalex.org/W2984215311","https://openalex.org/W2986779468","https://openalex.org/W2988916019","https://openalex.org/W2991391304","https://openalex.org/W2998205513","https://openalex.org/W3001951800","https://openalex.org/W3005743304","https://openalex.org/W3008769831","https://openalex.org/W3010694149","https://openalex.org/W3012472557","https://openalex.org/W3012716110","https://openalex.org/W3013072869","https://openalex.org/W3016970897","https://openalex.org/W3017136408","https://openalex.org/W3021633728","https://openalex.org/W3024686685","https://openalex.org/W3025481801","https://openalex.org/W3029129908","https://openalex.org/W3034345126","https://openalex.org/W3035725370","https://openalex.org/W3041309819","https://openalex.org/W3044261867","https://openalex.org/W3066499907","https://openalex.org/W3083805107","https://openalex.org/W3088185749","https://openalex.org/W3089948890","https://openalex.org/W3092008677","https://openalex.org/W3094502228","https://openalex.org/W3097933861","https://openalex.org/W3107610277","https://openalex.org/W3107786157","https://openalex.org/W3107803166","https://openalex.org/W3109576564","https://openalex.org/W3114566572","https://openalex.org/W3127724266","https://openalex.org/W3128865642","https://openalex.org/W3160998073","https://openalex.org/W3207632050","https://openalex.org/W4229494842","https://openalex.org/W4239510810","https://openalex.org/W4241940531","https://openalex.org/W4248437541","https://openalex.org/W4253525579","https://openalex.org/W4255662947","https://openalex.org/W4288083516","https://openalex.org/W4413746641","https://openalex.org/W4414176514"],"related_works":["https://openalex.org/W7042933302","https://openalex.org/W7148473414","https://openalex.org/W2990125396","https://openalex.org/W6996164214","https://openalex.org/W7147036660","https://openalex.org/W3206100142","https://openalex.org/W7097144919","https://openalex.org/W998649189","https://openalex.org/W7148656534","https://openalex.org/W3035646241"],"abstract_inverted_index":{"Transfert":[0],"d'apprentissage":[1,191,233],"de":[2,4,11,26,28,45,59,64,88,104,107,146,151,155,176,206,222,236,238,241,254,258,268,278,290,294,296,307,313],"r\u00e9seaux":[3,27],"neurones":[5,29],"\u00e0":[6,30,79,84,124,132,135,234,286],"convolution":[7,31],"pour":[8,47,118,167,192,211,257],"la":[9,14,62,67,193,220,259],"synth\u00e8se":[10,63],"texture":[12,65],"et":[13,66,179,293],"reconnaissance":[15,68],"visuelle":[16,69],"d'images":[17],"artistiques":[18],"Dans":[19,181],"cette":[20,223],"th\u00e8se,":[21],"nous":[22,185,186,228],"\u00e9tudions":[23],"le":[24,144,231,252],"transfert":[25,190,253],"(abr\u00e9g\u00e9s":[32],"CNN":[33,255,300],"en":[34,120,162,218],"anglais)":[35],"pr\u00e9-entrain\u00e9s":[36],"sur":[37,56,97,110,143,283,310],"des":[38,42,92,99,102,133,153,195,204,245,274],"images":[39,72,196],"naturelles,":[40],"vers":[41],"t\u00e2ches":[43],"diff\u00e9rentes":[44],"celles":[46],"lesquelles":[48],"ils":[49],"ont":[50,173],"\u00e9t\u00e9":[51,174],"entra\u00een\u00e9s.":[52],"Nous":[53,112,215,248,262,302],"avons":[54,113,216,229,249,263,303],"travaill\u00e9":[55],"deux":[57],"axes":[58],"recherche":[60],":":[61],"dans":[70],"les":[71,122,168],"d'\u0153uvres":[73],"d'art.":[74,197],"Le":[75],"premier":[76],"axe":[77],"consiste":[78],"synth\u00e9tiser":[80],"une":[81,115,140,265],"nouvelle":[82],"image":[83,87],"partir":[85],"d'une":[86],"r\u00e9f\u00e9rence.":[89],"La":[90],"plupart":[91],"m\u00e9thodes":[93,172],"r\u00e9centes":[94],"sont":[95],"bas\u00e9es":[96],"l'utilisation":[98,150,289],"matrices":[100],"Gram":[101],"cartes":[103,154],"caract\u00e9ristiques":[105,207,291],"issues":[106,298],"CNNs":[108,199],"entrain\u00e9s":[109],"ImageNet.":[111],"d\u00e9velopp\u00e9":[114],"strat\u00e9gie":[116,128],"multir\u00e9solution":[117],"prendre":[119],"compte":[121],"structures":[123],"grande":[125,136],"\u00e9chelle.":[126],"Cette":[127],"peut":[129],"\u00eatre":[130,201],"coupl\u00e9e":[131],"contraintes":[134],"distance,":[137],"soit":[138,148],"par":[139,149],"contrainte":[141],"bas\u00e9e":[142,282],"spectre":[145],"Fourier,":[147],"l'autocorr\u00e9lation":[152],"caract\u00e9ristiques.":[156],"Elle":[157,280],"permet":[158],"d'obtenir":[159],"d'excellentes":[160],"synth\u00e8ses":[161],"haute":[163],"r\u00e9solution,":[164],"tout":[165],"particuli\u00e8rement":[166],"textures":[169],"r\u00e9guli\u00e8res.":[170],"Ces":[171],"\u00e9valu\u00e9es":[175],"mani\u00e8re":[177],"quantitative":[178],"perceptuelle.":[180],"un":[182,212,284],"second":[183],"temps,":[184],"sommes":[187],"int\u00e9ress\u00e9s":[188],"au":[189,276],"classification":[194],"Les":[198],"peuvent":[200],"utilis\u00e9s":[202],"comme":[203,209],"extracteurs":[205],"ou":[208],"initialisation":[210],"nouvel":[213],"entrainement.":[214],"mis":[217],"avant":[219],"sup\u00e9riorit\u00e9":[221],"seconde":[224],"solution.":[225],"De":[226],"plus,":[227],"\u00e9tudi\u00e9":[230,251],"processus":[232],"l'aide":[235],"visualisation":[237],"caract\u00e9ristiques,":[239],"d'indices":[240],"similarit\u00e9":[242],"ainsi":[243],"que":[244],"m\u00e9triques":[246],"quantitatives.":[247],"aussi":[250],"entrain\u00e9":[256],"d\u00e9tection":[260,269],"d'objets.":[261],"propos\u00e9":[264],"m\u00e9thode":[266],"simple":[267],"faiblement":[270],"supervis\u00e9e":[271],"(cad":[272],"uniquement":[273],"annotations":[275],"niveau":[277],"l'image).":[279],"est":[281],"apprentissage":[285],"instances":[287],"multiples,":[288],"fig\u00e9es":[292],"propositions":[295],"bo\u00eetes":[297],"d'un":[299],"pr\u00e9-entrain\u00e9s.":[301],"exp\u00e9rimentalement":[304],"montr\u00e9":[305],"l'int\u00e9r\u00eat":[306],"nos":[308],"mod\u00e8les":[309],"six":[311],"jeux":[312],"donn\u00e9es":[314],"non":[315],"photor\u00e9alistes.":[316]},"counts_by_year":[],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2026-04-07T00:00:00"}