{"id":"https://openalex.org/W2586655365","doi":"https://doi.org/10.1109/smc.2016.7844359","title":"Deep wavelet network for image classification","display_name":"Deep wavelet network for image classification","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2586655365","doi":"https://doi.org/10.1109/smc.2016.7844359","mag":"2586655365"},"language":"en","primary_location":{"id":"doi:10.1109/smc.2016.7844359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2016.7844359","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-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/A5008003561","display_name":"Salwa Said","orcid":"https://orcid.org/0009-0005-3260-5949"},"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/I4210159412","display_name":"Intelligent Machines (Sweden)","ror":"https://ror.org/05nzk9q32","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210159412"]},{"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":["SE","TN"],"is_corresponding":false,"raw_author_name":"Salwa Said","raw_affiliation_strings":["Higher Institute of Computer Science and Multimedia, University of Gabes, Tunisia","REGIM-Lab, Intelligent Machines University of Sfax"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Higher Institute of Computer Science and Multimedia, University of Gabes, Tunisia","institution_ids":["https://openalex.org/I68916915"]},{"raw_affiliation_string":"REGIM-Lab, Intelligent Machines University of Sfax","institution_ids":["https://openalex.org/I4210159412","https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041655108","display_name":"Olfa Jemai","orcid":"https://orcid.org/0009-0000-9037-4169"},"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/I4210159412","display_name":"Intelligent Machines (Sweden)","ror":"https://ror.org/05nzk9q32","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210159412"]},{"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":["SE","TN"],"is_corresponding":false,"raw_author_name":"Olfa Jemai","raw_affiliation_strings":["Higher Institute of Computer Science and Multimedia, University of Gabes, Tunisia","REGIM-Lab, Intelligent Machines University of Sfax"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Higher Institute of Computer Science and Multimedia, University of Gabes, Tunisia","institution_ids":["https://openalex.org/I68916915"]},{"raw_affiliation_string":"REGIM-Lab, Intelligent Machines University of Sfax","institution_ids":["https://openalex.org/I4210159412","https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072837793","display_name":"Salima Hassairi","orcid":"https://orcid.org/0000-0003-3281-6576"},"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/I4210159412","display_name":"Intelligent Machines (Sweden)","ror":"https://ror.org/05nzk9q32","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210159412"]}],"countries":["SE","TN"],"is_corresponding":false,"raw_author_name":"Salima Hassairi","raw_affiliation_strings":["REGIM-Lab, Intelligent Machines University of Sfax"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"REGIM-Lab, Intelligent Machines University of Sfax","institution_ids":["https://openalex.org/I4210159412","https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029856197","display_name":"Ridha Ejbali","orcid":"https://orcid.org/0000-0002-8148-1621"},"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/I4210159412","display_name":"Intelligent Machines (Sweden)","ror":"https://ror.org/05nzk9q32","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210159412"]}],"countries":["SE","TN"],"is_corresponding":false,"raw_author_name":"Ridha Ejbali","raw_affiliation_strings":["REGIM-Lab, Intelligent Machines University of Sfax"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"REGIM-Lab, Intelligent Machines University of Sfax","institution_ids":["https://openalex.org/I4210159412","https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074838703","display_name":"Mourad Zaied","orcid":"https://orcid.org/0000-0003-4013-5834"},"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/I4210159412","display_name":"Intelligent Machines (Sweden)","ror":"https://ror.org/05nzk9q32","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210159412"]}],"countries":["SE","TN"],"is_corresponding":false,"raw_author_name":"Mourad Zaied","raw_affiliation_strings":["REGIM-Lab, Intelligent Machines University of Sfax"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"REGIM-Lab, Intelligent Machines University of Sfax","institution_ids":["https://openalex.org/I4210159412","https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036168795","display_name":"Chokri Ben Amar","orcid":"https://orcid.org/0000-0002-0129-7577"},"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/I4210159412","display_name":"Intelligent Machines (Sweden)","ror":"https://ror.org/05nzk9q32","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210159412"]}],"countries":["SE","TN"],"is_corresponding":false,"raw_author_name":"Chokri Ben Amar","raw_affiliation_strings":["REGIM-Lab, Intelligent Machines University of Sfax"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"REGIM-Lab, Intelligent Machines University of Sfax","institution_ids":["https://openalex.org/I4210159412","https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6499,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.92487237,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"2016","issue":null,"first_page":"000922","last_page":"000927"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9973000288009644,"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":0.9925000071525574,"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/mnist-database","display_name":"MNIST database","score":0.8673527836799622},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.8197437524795532},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7661720514297485},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6936275959014893},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.6446341872215271},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6274031400680542},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6136354804039001},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.5714260935783386},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5421674251556396},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.515163779258728},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48516541719436646},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.44446444511413574},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4411434531211853}],"concepts":[{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.8673527836799622},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8197437524795532},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7661720514297485},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6936275959014893},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.6446341872215271},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6274031400680542},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6136354804039001},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.5714260935783386},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5421674251556396},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.515163779258728},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48516541719436646},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.44446444511413574},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4411434531211853}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/smc.2016.7844359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2016.7844359","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},{"id":"mag:2753892752","is_oa":false,"landing_page_url":"http://jglobal.jst.go.jp/en/public/20090422/201702291253590331","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W44815768","https://openalex.org/W65738273","https://openalex.org/W104211377","https://openalex.org/W1124815407","https://openalex.org/W1533861849","https://openalex.org/W1967282395","https://openalex.org/W1991141536","https://openalex.org/W1992245639","https://openalex.org/W1992419399","https://openalex.org/W2009977195","https://openalex.org/W2016381774","https://openalex.org/W2033546134","https://openalex.org/W2039471474","https://openalex.org/W2053757129","https://openalex.org/W2055485030","https://openalex.org/W2058632073","https://openalex.org/W2068939787","https://openalex.org/W2072128103","https://openalex.org/W2078619499","https://openalex.org/W2100495367","https://openalex.org/W2107878631","https://openalex.org/W2117499988","https://openalex.org/W2136922672","https://openalex.org/W2137226063","https://openalex.org/W2137983211","https://openalex.org/W2161372002","https://openalex.org/W2163605009","https://openalex.org/W2163922914","https://openalex.org/W2293747114","https://openalex.org/W2339725977","https://openalex.org/W2404078529","https://openalex.org/W2443439949","https://openalex.org/W2546302380","https://openalex.org/W3146803896","https://openalex.org/W6627162753","https://openalex.org/W6631943919","https://openalex.org/W6677604277","https://openalex.org/W6704198774"],"related_works":["https://openalex.org/W4394785709","https://openalex.org/W4296978181","https://openalex.org/W2912987408","https://openalex.org/W2937381246","https://openalex.org/W3004801820","https://openalex.org/W4281672036","https://openalex.org/W4313444753","https://openalex.org/W4230582276","https://openalex.org/W2911822711","https://openalex.org/W2806873178"],"abstract_inverted_index":{"The":[0],"success":[1],"of":[2,33,59,62,88],"the":[3,27,46,57,64,68,86,105],"deep":[4,69],"learning":[5,8,34,84],"and":[6,67,95],"specifically":[7],"layer":[9,11],"by":[10,56,81],"led":[12],"to":[13,29,73],"many":[14],"impressive":[15],"results":[16,103],"in":[17,76],"several":[18],"contexts":[19],"that":[20,98,108],"include":[21],"neural":[22],"network.":[23],"This":[24,48],"gave":[25],"us":[26],"idea":[28],"apply":[30],"this":[31],"principle":[32,87],"on":[35,91],"wavelet":[36,65],"network":[37,66],"because":[38],"it":[39],"is":[40],"an":[41,82],"active":[42],"research":[43],"topic":[44],"at":[45],"moment.":[47],"paper":[49],"present":[50],"our":[51,99],"approach":[52,100],"for":[53,104],"image":[54],"classification":[55],"combination":[58],"two":[60,92,106],"techniques":[61],"learning:":[63],"learning.":[70],"We":[71],"try":[72],"classify":[74],"images":[75],"a":[77],"supervised":[78],"way":[79],"following":[80],"unsupervised":[83],"using":[85],"autoencoder.":[89],"Experiments":[90],"databases":[93],"COIL-100":[94],"MNIST":[96],"show":[97],"gives":[101],"good":[102],"classifiers":[107],"we":[109],"used.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}