{"id":"https://openalex.org/W2532775160","doi":"https://doi.org/10.1109/wifs.2015.7368593","title":"Multiscale anisotropic texture unsupervised clustering for photographic paper","display_name":"Multiscale anisotropic texture unsupervised clustering for photographic paper","publication_year":2015,"publication_date":"2015-11-01","ids":{"openalex":"https://openalex.org/W2532775160","doi":"https://doi.org/10.1109/wifs.2015.7368593","mag":"2532775160"},"language":"en","primary_location":{"id":"doi:10.1109/wifs.2015.7368593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wifs.2015.7368593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Workshop on Information Forensics and Security (WIFS)","raw_type":"proceedings-article"},"type":"preprint","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/A5101695040","display_name":"St\u00e9phane G. Roux","orcid":"https://orcid.org/0000-0001-8561-1270"},"institutions":[{"id":"https://openalex.org/I113428412","display_name":"\u00c9cole Normale Sup\u00e9rieure de Lyon","ror":"https://ror.org/04zmssz18","country_code":"FR","type":"education","lineage":["https://openalex.org/I113428412","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210096929","display_name":"Laboratoire de Physique de l'ENS de Lyon","ror":"https://ror.org/00w5ay796","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I113428412","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210096929","https://openalex.org/I4405259976","https://openalex.org/I4405263940","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"S.G. Roux","raw_affiliation_strings":["ENS Lyon, Laboratoire de Physique, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENS Lyon, Laboratoire de Physique, Lyon, France","institution_ids":["https://openalex.org/I4210096929","https://openalex.org/I113428412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101521136","display_name":"Nicolas Tremblay","orcid":"https://orcid.org/0000-0001-5776-0770"},"institutions":[{"id":"https://openalex.org/I113428412","display_name":"\u00c9cole Normale Sup\u00e9rieure de Lyon","ror":"https://ror.org/04zmssz18","country_code":"FR","type":"education","lineage":["https://openalex.org/I113428412","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210096929","display_name":"Laboratoire de Physique de l'ENS de Lyon","ror":"https://ror.org/00w5ay796","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I113428412","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210096929","https://openalex.org/I4405259976","https://openalex.org/I4405263940","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"N. Tremblay","raw_affiliation_strings":["ENS Lyon, Laboratoire de Physique, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENS Lyon, Laboratoire de Physique, Lyon, France","institution_ids":["https://openalex.org/I4210096929","https://openalex.org/I113428412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042411664","display_name":"Pierre Borgnat","orcid":"https://orcid.org/0000-0003-4536-8354"},"institutions":[{"id":"https://openalex.org/I113428412","display_name":"\u00c9cole Normale Sup\u00e9rieure de Lyon","ror":"https://ror.org/04zmssz18","country_code":"FR","type":"education","lineage":["https://openalex.org/I113428412","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210096929","display_name":"Laboratoire de Physique de l'ENS de Lyon","ror":"https://ror.org/00w5ay796","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I113428412","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210096929","https://openalex.org/I4405259976","https://openalex.org/I4405263940","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"P. Borgnat","raw_affiliation_strings":["ENS Lyon, Laboratoire de Physique, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENS Lyon, Laboratoire de Physique, Lyon, France","institution_ids":["https://openalex.org/I4210096929","https://openalex.org/I113428412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050643672","display_name":"Patrice Abry","orcid":"https://orcid.org/0000-0002-7096-8290"},"institutions":[{"id":"https://openalex.org/I113428412","display_name":"\u00c9cole Normale Sup\u00e9rieure de Lyon","ror":"https://ror.org/04zmssz18","country_code":"FR","type":"education","lineage":["https://openalex.org/I113428412","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210096929","display_name":"Laboratoire de Physique de l'ENS de Lyon","ror":"https://ror.org/00w5ay796","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I113428412","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210096929","https://openalex.org/I4405259976","https://openalex.org/I4405263940","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"P. Abry","raw_affiliation_strings":["ENS Lyon, Laboratoire de Physique, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENS Lyon, Laboratoire de Physique, Lyon, France","institution_ids":["https://openalex.org/I4210096929","https://openalex.org/I113428412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008685312","display_name":"Herwig Wendt","orcid":"https://orcid.org/0000-0001-6930-3083"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"H. Wendt","raw_affiliation_strings":["CNRS, Universit\u00e9 de Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, Universit\u00e9 de Toulouse, France","institution_ids":["https://openalex.org/I17866349","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032167214","display_name":"Paul Messier","orcid":"https://orcid.org/0000-0001-5612-1483"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P. Messier","raw_affiliation_strings":["Paul Messier LLC, Boston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paul Messier LLC, Boston, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9359,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.83654414,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.979200005531311,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.979200005531311,"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/T11212","display_name":"Cultural Heritage Materials Analysis","score":0.9704999923706055,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.970300018787384,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.725864827632904},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7027474045753479},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5972925424575806},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.5846278667449951},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4265669882297516},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.336111843585968},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3268629014492035},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.28750675916671753}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.725864827632904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7027474045753479},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5972925424575806},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.5846278667449951},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4265669882297516},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.336111843585968},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3268629014492035},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.28750675916671753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wifs.2015.7368593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wifs.2015.7368593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Workshop on Information Forensics and Security (WIFS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2895603820","display_name":"Graph Signal Processing","funder_award_id":"ANR-14-CE27-0001","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W183430139","https://openalex.org/W184660285","https://openalex.org/W1480376833","https://openalex.org/W1885000897","https://openalex.org/W1976257805","https://openalex.org/W1978938152","https://openalex.org/W2021969242","https://openalex.org/W2062099911","https://openalex.org/W2067393519","https://openalex.org/W2101491865","https://openalex.org/W2118642595","https://openalex.org/W2132914434","https://openalex.org/W2158787690","https://openalex.org/W2610600332","https://openalex.org/W2963413618","https://openalex.org/W3098420962","https://openalex.org/W4235169531","https://openalex.org/W6607692847","https://openalex.org/W6628949150","https://openalex.org/W6737265194"],"related_works":["https://openalex.org/W2804364458","https://openalex.org/W4298130764","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W2393816671","https://openalex.org/W2158836806","https://openalex.org/W2083665254","https://openalex.org/W1926736923","https://openalex.org/W2942177010"],"abstract_inverted_index":{"Texture":[0],"characterization":[1,40],"of":[2,51,54,64,78,91,111,131,137,140,173],"photographic":[3,55,76,180],"papers":[4,181],"is":[5],"likely":[6,57],"to":[7,32,58,102,127,143,157],"provide":[8,59],"scholars":[9],"with":[10,154],"valuable":[11],"information":[12,74],"regarding":[13],"artistic":[14],"practices.":[15],"Currently,":[16],"texture":[17,39,65,142],"assessment":[18],"remains":[19],"mostly":[20],"based":[21,148],"on":[22,75,88,169],"visual":[23],"and":[24,34,41,61,98,105,108,134,177,184,189,196],"manual":[25],"inspections,":[26],"implying":[27],"long":[28],"repetitive":[29],"tasks":[30,47],"prone":[31],"inter-":[33],"even":[35],"intra-observer":[36],"variability.":[37],"Automated":[38],"classification":[42],"procedures":[43,68],"are":[44,151,165,194],"thus":[45],"important":[46],"in":[48],"historical":[49],"studies":[50],"large":[52,171],"databases":[53],"papers,":[56],"quantitative":[60],"reproducible":[62],"assessments":[63],"matches.":[66],"Such":[67],"may,":[69],"for":[70],"instance,":[71],"produce":[72,158],"vital":[73],"prints":[77],"uncertain":[79],"origins.":[80],"The":[81],"hyperbolic":[82],"wavelet":[83],"transform,":[84],"because":[85],"it":[86],"relies":[87],"the":[89,96,114,129,135,138,155,187],"use":[90],"different":[92],"dilation":[93],"factor":[94],"along":[95],"horizontal":[97],"vertical":[99],"axes,":[100],"permits":[101],"construct":[103],"robust":[104],"meaningful":[106],"multiscale":[107],"anisotropic":[109],"representation":[110],"textures.":[112],"In":[113],"present":[115],"contribution,":[116],"we":[117],"explore":[118],"how":[119],"unsupervised":[120],"clustering":[121],"strategies":[122,150],"can":[123],"be":[124],"complemented":[125],"both":[126],"assess":[128],"significance":[130],"extracted":[132],"clusters":[133],"strength":[136],"contribution":[139],"each":[141],"its":[144],"associated":[145],"cluster.":[146],"Graph":[147],"filterbank":[149],"notably":[152],"investigated":[153],"aim":[156],"small":[159],"size":[160],"significant":[161],"clusters.":[162],"These":[163],"tools":[164],"illustrated":[166],"at":[167],"work":[168],"a":[170],"database":[172],"about":[174],"2500":[175],"exposed":[176,179],"non":[178],"carefully":[182],"assembled":[183],"documented":[185],"by":[186],"MoMA":[188],"P.":[190],"Messier's":[191],"foundation.":[192],"Results":[193],"commented":[195],"interpreted.":[197]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}