{"id":"https://openalex.org/W2314401245","doi":"https://doi.org/10.1145/2809544.2809545","title":"Learning Texture Features for Enhancement and Segmentation of Historical Document Images","display_name":"Learning Texture Features for Enhancement and Segmentation of Historical Document Images","publication_year":2015,"publication_date":"2015-08-22","ids":{"openalex":"https://openalex.org/W2314401245","doi":"https://doi.org/10.1145/2809544.2809545","mag":"2314401245"},"language":"en","primary_location":{"id":"doi:10.1145/2809544.2809545","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2809544.2809545","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-01237228","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070163463","display_name":"Maroua Mehri","orcid":"https://orcid.org/0000-0002-4763-8584"},"institutions":[{"id":"https://openalex.org/I4210108118","display_name":"Laboratoire d'Informatique, du Traitement de l'Information et des Syst\u00e8mes","ror":"https://ror.org/01f1vfy95","country_code":"FR","type":"facility","lineage":["https://openalex.org/I141576021","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210108118","https://openalex.org/I62396329","https://openalex.org/I88814501"]},{"id":"https://openalex.org/I4403928318","display_name":"Laboratoire Informatique, Image et Interaction (L3i)","ror":"https://ror.org/03r7r0k94","country_code":null,"type":"facility","lineage":["https://openalex.org/I4403928318","https://openalex.org/I78744979"]},{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Maroua Mehri","raw_affiliation_strings":["L3i, University of La Rochelle, La Rochelle, France","Laboratoire d'Informatique, de Traitement de l'Information et des Syst\u00e8mes","Laboratoire Informatique, Image et Interaction - EA 2118"],"affiliations":[{"raw_affiliation_string":"L3i, University of La Rochelle, La Rochelle, France","institution_ids":["https://openalex.org/I78744979"]},{"raw_affiliation_string":"Laboratoire d'Informatique, de Traitement de l'Information et des Syst\u00e8mes","institution_ids":["https://openalex.org/I4210108118"]},{"raw_affiliation_string":"Laboratoire Informatique, Image et Interaction - EA 2118","institution_ids":["https://openalex.org/I4403928318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071877496","display_name":"Nibal Nayef","orcid":null},"institutions":[{"id":"https://openalex.org/I4403928318","display_name":"Laboratoire Informatique, Image et Interaction (L3i)","ror":"https://ror.org/03r7r0k94","country_code":null,"type":"facility","lineage":["https://openalex.org/I4403928318","https://openalex.org/I78744979"]},{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nibal Nayef","raw_affiliation_strings":["L3i, University of La Rochelle, La Rochelle, France","Equipe Apprentissage","Laboratoire Informatique, Image et Interaction - EA 2118"],"affiliations":[{"raw_affiliation_string":"L3i, University of La Rochelle, La Rochelle, France","institution_ids":["https://openalex.org/I78744979"]},{"raw_affiliation_string":"Equipe Apprentissage","institution_ids":[]},{"raw_affiliation_string":"Laboratoire Informatique, Image et Interaction - EA 2118","institution_ids":["https://openalex.org/I4403928318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012852063","display_name":"Pierre H\u00e9roux","orcid":"https://orcid.org/0000-0002-3509-2609"},"institutions":[{"id":"https://openalex.org/I4210108118","display_name":"Laboratoire d'Informatique, du Traitement de l'Information et des Syst\u00e8mes","ror":"https://ror.org/01f1vfy95","country_code":"FR","type":"facility","lineage":["https://openalex.org/I141576021","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210108118","https://openalex.org/I62396329","https://openalex.org/I88814501"]},{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre H\u00e9roux","raw_affiliation_strings":["LITIS, University of Rouen, Saint-Etienne-du-Rouvray, France","Equipe Apprentissage","Laboratoire d'Informatique, de Traitement de l'Information et des Syst\u00e8mes"],"affiliations":[{"raw_affiliation_string":"LITIS, University of Rouen, Saint-Etienne-du-Rouvray, France","institution_ids":["https://openalex.org/I4210108118","https://openalex.org/I62396329"]},{"raw_affiliation_string":"Equipe Apprentissage","institution_ids":[]},{"raw_affiliation_string":"Laboratoire d'Informatique, de Traitement de l'Information et des Syst\u00e8mes","institution_ids":["https://openalex.org/I4210108118"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086823570","display_name":"Petra Gomez\u2010Kr\u00e4mer","orcid":"https://orcid.org/0000-0002-5515-7828"},"institutions":[{"id":"https://openalex.org/I4403928318","display_name":"Laboratoire Informatique, Image et Interaction (L3i)","ror":"https://ror.org/03r7r0k94","country_code":null,"type":"facility","lineage":["https://openalex.org/I4403928318","https://openalex.org/I78744979"]},{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Petra Gomez-Kr\u00e4mer","raw_affiliation_strings":["L3i, University of La Rochelle, La Rochelle, France","Laboratoire Informatique, Image et Interaction - EA 2118"],"affiliations":[{"raw_affiliation_string":"L3i, University of La Rochelle, La Rochelle, France","institution_ids":["https://openalex.org/I78744979"]},{"raw_affiliation_string":"Laboratoire Informatique, Image et Interaction - EA 2118","institution_ids":["https://openalex.org/I4403928318"]}]},{"author_position":"last","author":{"id":null,"display_name":"R\u00e9my Mullot","orcid":null},"institutions":[{"id":"https://openalex.org/I4403928318","display_name":"Laboratoire Informatique, Image et Interaction (L3i)","ror":"https://ror.org/03r7r0k94","country_code":null,"type":"facility","lineage":["https://openalex.org/I4403928318","https://openalex.org/I78744979"]},{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"R\u00e9my Mullot","raw_affiliation_strings":["L3i, University of La Rochelle, La Rochelle, France","Laboratoire Informatique, Image et Interaction - EA 2118"],"affiliations":[{"raw_affiliation_string":"L3i, University of La Rochelle, La Rochelle, France","institution_ids":["https://openalex.org/I78744979"]},{"raw_affiliation_string":"Laboratoire Informatique, Image et Interaction - EA 2118","institution_ids":["https://openalex.org/I4403928318"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5070163463"],"corresponding_institution_ids":["https://openalex.org/I4210108118","https://openalex.org/I4403928318","https://openalex.org/I78744979"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.16641425,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9991000294685364,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9991000294685364,"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":0.9975000023841858,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9930999875068665,"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/segmentation","display_name":"Segmentation","score":0.6703387498855591},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6663100123405457},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6234630346298218},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.622567355632782},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.5830844044685364},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5822145342826843},{"id":"https://openalex.org/keywords/historical-document","display_name":"Historical document","score":0.5289473533630371},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4806022346019745},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43891531229019165},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.18292716145515442}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6703387498855591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6663100123405457},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6234630346298218},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.622567355632782},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.5830844044685364},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5822145342826843},{"id":"https://openalex.org/C2778371909","wikidata":"https://www.wikidata.org/wiki/Q3771738","display_name":"Historical document","level":2,"score":0.5289473533630371},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4806022346019745},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43891531229019165},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.18292716145515442}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2809544.2809545","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2809544.2809545","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01237228v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01237228","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"International Workshop on Historical Document Imaging and Processing (HIP), Aug 2015, Nancy, France. pp.47-54","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01237228v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01237228","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"International Workshop on Historical Document Imaging and Processing (HIP), Aug 2015, Nancy, France. pp.47-54","raw_type":"Conference papers"},"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W313766896","https://openalex.org/W1564447964","https://openalex.org/W1964101267","https://openalex.org/W1976072260","https://openalex.org/W1984241378","https://openalex.org/W1986848526","https://openalex.org/W1991571876","https://openalex.org/W2001803719","https://openalex.org/W2016275632","https://openalex.org/W2016847844","https://openalex.org/W2027342812","https://openalex.org/W2047269717","https://openalex.org/W2061822043","https://openalex.org/W2064059121","https://openalex.org/W2069794937","https://openalex.org/W2106199535","https://openalex.org/W2118246710","https://openalex.org/W2122237496","https://openalex.org/W2133503046","https://openalex.org/W2141756865","https://openalex.org/W2151765755","https://openalex.org/W2155616616","https://openalex.org/W2162031011","https://openalex.org/W2488822897","https://openalex.org/W2496299913","https://openalex.org/W2964569144","https://openalex.org/W3098821875","https://openalex.org/W6611000133","https://openalex.org/W6786309447"],"related_works":["https://openalex.org/W4360784979","https://openalex.org/W3017192027","https://openalex.org/W1522196789","https://openalex.org/W2204605857","https://openalex.org/W2044270176","https://openalex.org/W1996489018","https://openalex.org/W2007664797","https://openalex.org/W2120981610","https://openalex.org/W3129669851","https://openalex.org/W2115198604"],"abstract_inverted_index":{"Many":[0],"challenges":[1,43],"and":[2,54,83,106,134,144,148,154,166,176,193,196],"open":[3],"issues":[4],"related":[5],"to":[6,45],"the":[7,97,124,127,139,152,157,168,171],"tremendous":[8],"growth":[9],"in":[10,24,37,87,138],"digitizing":[11],"collections":[12],"of":[13,31,48,57,63,126,141,170],"cultural":[14],"heritage":[15],"documents":[16,39],"have":[17,120],"been":[18,113,121],"raised,":[19],"such":[20],"as":[21],"information":[22],"retrieval":[23],"digital":[25],"libraries":[26],"or":[27],"analyzing":[28],"page":[29,64,191],"content":[30],"historical":[32,38,49,79,130,135,186],"books.":[33],"Recently,":[34],"graphic/text":[35],"segmentation":[36,84,155],"has":[40,112],"posed":[41],"specific":[42],"due":[44],"many":[46],"particularities":[47],"document":[50,80,117,131,187],"images":[51,118,188],"(e.g.":[52],"noise":[53],"degradation,":[55],"presence":[56],"handwriting,":[58],"overlapping":[59],"layouts,":[60],"great":[61],"variability":[62],"layout).":[65],"To":[66,150],"cope":[67],"with":[68],"those":[69],"challenges,":[70],"a":[71],"method":[72,92,173,181],"based":[73,94,160],"on":[74,95,115,161,185],"learning":[75],"texture":[76],"features":[77],"for":[78],"image":[81],"enhancement":[82,153],"is":[85,93,159],"proposed":[86,91,172,180],"this":[88],"article.":[89],"The":[90,179],"using":[96],"simple":[98],"linear":[99],"iterative":[100],"clustering":[101],"(SLIC)":[102],"superpixels,":[103],"Gabor":[104],"descriptors":[105],"support":[107],"vector":[108],"machines":[109],"(SVM).":[110],"It":[111],"evaluated":[114],"100":[116],"which":[119],"selected":[122],"from":[123],"databases":[125],"competitions":[128],"(i.e.":[129],"layout":[132],"analysis":[133],"book":[136],"recognition)":[137],"context":[140],"ICDAR":[142],"conference":[143],"HIP":[145],"workshop":[146],"(2011":[147],"2013).":[149],"demonstrate":[151],"quality,":[156],"evaluation":[158],"manually":[162],"labeled":[163],"ground":[164],"truth":[165],"shows":[167],"effectiveness":[169],"through":[174],"qualitative":[175],"numerical":[177],"experiments.":[178],"provides":[182],"interesting":[183],"results":[184],"having":[189],"various":[190],"layouts":[192],"different":[194],"typographical":[195],"graphical":[197],"properties.":[198]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}
