乐胖代购免代理版

{"id":"https://openalex.org/W2984956811","doi":"https://doi.org/10.1109/icdarw.2019.50112","title":"Adversarial Autoencoders for Denoising Digitized Historical Documents: The Use Case of Incunabula","display_name":"Adversarial Autoencoders for Denoising Digitized Historical Documents: The Use Case of Incunabula","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2984956811","doi":"https://doi.org/10.1109/icdarw.2019.50112","mag":"2984956811"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdarw.2019.50112","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5020117757","display_name":"Hala Neji","orcid":"https://orcid.org/0000-0003-3595-005X"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I68916915","display_name":"University of Gab\u00e8s","ror":"https://ror.org/022efad20","country_code":"TN","type":"education","lineage":["https://openalex.org/I68916915"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Hala Neji","raw_affiliation_strings":["REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, Tunisia","University of Gabes, Tunisia","University of Sfax, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"University of Gabes, Tunisia","institution_ids":["https://openalex.org/I68916915"]},{"raw_affiliation_string":"REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011085442","display_name":"Javier Nogueras-Iso","orcid":"https://orcid.org/0000-0002-1279-0367"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Nogueras-Iso","raw_affiliation_strings":["I3A, Universidad de Zaragoza, Spain","Universidad de Zaragoza, Zaragoza, Spain"],"affiliations":[{"raw_affiliation_string":"I3A, Universidad de Zaragoza, Spain","institution_ids":["https://openalex.org/I255234318"]},{"raw_affiliation_string":"Universidad de Zaragoza, Zaragoza, Spain","institution_ids":["https://openalex.org/I255234318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010541602","display_name":"Javier Lacasta","orcid":"https://orcid.org/0000-0003-3071-5819"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Lacasta","raw_affiliation_strings":["I3A, Universidad de Zaragoza, Spain","Universidad de Zaragoza, Zaragoza, Spain"],"affiliations":[{"raw_affiliation_string":"I3A, Universidad de Zaragoza, Spain","institution_ids":["https://openalex.org/I255234318"]},{"raw_affiliation_string":"Universidad de Zaragoza, Zaragoza, Spain","institution_ids":["https://openalex.org/I255234318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064452305","display_name":"Mohamed Ben Halima","orcid":"https://orcid.org/0000-0002-3224-2552"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mohamed Ben Halima","raw_affiliation_strings":["University of Sfax, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053613060","display_name":"Adel M. Alimi","orcid":"https://orcid.org/0000-0002-0642-3384"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Adel M. Alimi","raw_affiliation_strings":["REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, Tunisia","University of Sfax, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.496,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.60667,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":85,"max":86},"biblio":{"volume":null,"issue":null,"first_page":"31","last_page":"34"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9969,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9969,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9849,"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/T11309","display_name":"Music and Audio Processing","score":0.9525,"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"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.72198737},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7047419},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.56177574},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5470586},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35249013},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3479665},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34499905}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdarw.2019.50112","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":13,"referenced_works":["https://openalex.org/W2088483389","https://openalex.org/W2099471712","https://openalex.org/W2258158787","https://openalex.org/W2474628748","https://openalex.org/W2510850936","https://openalex.org/W2579115450","https://openalex.org/W2595225690","https://openalex.org/W2792065621","https://openalex.org/W2797002411","https://openalex.org/W2962903028","https://openalex.org/W4237107206","https://openalex.org/W4293568373","https://openalex.org/W4320013936"],"related_works":["https://openalex.org/W4310988119","https://openalex.org/W4297672492","https://openalex.org/W4288019534","https://openalex.org/W4246396837","https://openalex.org/W3191453585","https://openalex.org/W3176240006","https://openalex.org/W3126451824","https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W1561927205"],"abstract_inverted_index":{"Historical":[0],"document":[1,43],"denoising":[2],"is":[3],"the":[4,9,47,53,62,66,71,88],"most":[5],"challenging":[6],"step":[7],"in":[8,41],"field":[10],"of":[11,65,70],"image":[12],"processing":[13],"and":[14,32,93],"computer":[15],"vision.":[16],"In":[17],"this":[18],"paper,":[19],"we":[20],"propose":[21],"a":[22,98],"novel":[23],"end-to-end":[24],"adversarial":[25,36,55],"autoencoder":[26,72],"(AAE)":[27],"to":[28,33,60],"generate":[29],"clean":[30],"images":[31,96],"show":[34],"how":[35],"autoencoders":[37],"can":[38],"be":[39],"used":[40,46],"historical":[42],"denoising.":[44],"We":[45],"Adversarial":[48],"Autoencoder":[49],"(AAE),":[50],"which":[51],"uses":[52],"generative":[54],"networks":[56],"(GAN)":[57],"so":[58],"as":[59,102],"suit":[61],"aggregated":[63],"posterior":[64],"hidden":[67],"code":[68],"vector":[69],"with":[73],"an":[74],"arbitrary":[75],"prior.":[76],"The":[77],"experiments":[78],"results":[79],"prove":[80],"that":[81],"our":[82],"approach":[83],"functions":[84],"more":[85],"positively":[86],"than":[87],"cutting-edge":[89],"approaches":[90],"on":[91],"synthetic":[92],"real":[94],"world":[95],"at":[97],"lower":[99],"computational":[100],"cost":[101],"well.":[103]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2984956811","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-01-17T17:26:57.922429","created_date":"2019-11-22"}