{"id":"https://openalex.org/W2910690835","doi":"https://doi.org/10.1109/aiccsa.2018.8612815","title":"Towards a Hierarchical Multitask Classification Framework for Cultural Heritage","display_name":"Towards a Hierarchical Multitask Classification Framework for Cultural Heritage","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2910690835","doi":"https://doi.org/10.1109/aiccsa.2018.8612815","mag":"2910690835"},"language":"en","primary_location":{"id":"doi:10.1109/aiccsa.2018.8612815","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa.2018.8612815","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/ACS 15th International Conference on Computer Systems and Applications (AICCSA)","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/A5071350359","display_name":"Abdelhak Belhi","orcid":"https://orcid.org/0000-0003-0580-502X"},"institutions":[{"id":"https://openalex.org/I4210123827","display_name":"Vinci (France)","ror":"https://ror.org/03e278q38","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210123827"]},{"id":"https://openalex.org/I4210131384","display_name":"D\u00e9cision et Information pour les Syst\u00e8mes de Production","ror":"https://ror.org/02stf8w13","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210131384","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["FR","QA"],"is_corresponding":false,"raw_author_name":"Abdelhak Belhi","raw_affiliation_strings":["CSE, Qatar university, Doha, Qatar","DISP - D\u00e9cision et Information pour les Syst\u00e8mes de Production (Campus LyonTech La Doua, INSA Lyon \r\nB\u00e2t L\u00e9onard de Vinci, \r\n21 avenue Jean Capelle, \r\n69621 Villeurbanne Cedex - France)","Qatar University (Al Tarfa, Doha 2713, Qatar - Qatar)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSE, Qatar university, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"DISP - D\u00e9cision et Information pour les Syst\u00e8mes de Production (Campus LyonTech La Doua, INSA Lyon \r\nB\u00e2t L\u00e9onard de Vinci, \r\n21 avenue Jean Capelle, \r\n69621 Villeurbanne Cedex - France)","institution_ids":["https://openalex.org/I48430043","https://openalex.org/I4210123827","https://openalex.org/I4210131384"]},{"raw_affiliation_string":"Qatar University (Al Tarfa, Doha 2713, Qatar - Qatar)","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111143710","display_name":"Abdelaziz Bouras","orcid":null},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Abdelaziz Bouras","raw_affiliation_strings":["CSE, Qatar university, Doha, Qatar","Qatar University (Al Tarfa, Doha 2713, Qatar - Qatar)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSE, Qatar university, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Qatar University (Al Tarfa, Doha 2713, Qatar - Qatar)","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060004234","display_name":"Sebti Foufou","orcid":"https://orcid.org/0000-0002-3555-9125"},"institutions":[{"id":"https://openalex.org/I177064439","display_name":"Universit\u00e9 de Bourgogne","ror":"https://ror.org/03k1bsr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I177064439"]},{"id":"https://openalex.org/I4210136953","display_name":"Laboratoire d\u2019\u00c9lectronique, Informatique et Image","ror":"https://ror.org/04gnd7c94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I190752583","https://openalex.org/I190861549","https://openalex.org/I4210118524","https://openalex.org/I4210134562","https://openalex.org/I4210136953","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sebti Foufou","raw_affiliation_strings":["Le2i Lab, University of Burgundy, Dijon, France","Le2i - Laboratoire Electronique, Informatique et Image [UMR6306] (Universit\u00e9 de Bourgogne - Laboratoire Le2i - UFR Sciences et Techniques - BP 47870 - 21078 DIJON CEDEX - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Le2i Lab, University of Burgundy, Dijon, France","institution_ids":["https://openalex.org/I4210136953","https://openalex.org/I177064439"]},{"raw_affiliation_string":"Le2i - Laboratoire Electronique, Informatique et Image [UMR6306] (Universit\u00e9 de Bourgogne - Laboratoire Le2i - UFR Sciences et Techniques - BP 47870 - 21078 DIJON CEDEX - France)","institution_ids":["https://openalex.org/I4210136953","https://openalex.org/I177064439"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.0147,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.96749981,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"34","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12981","display_name":"Conservation Techniques and Studies","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1206","display_name":"Conservation"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.991599977016449,"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/metadata","display_name":"Metadata","score":0.8087282180786133},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7543148994445801},{"id":"https://openalex.org/keywords/cultural-heritage","display_name":"Cultural heritage","score":0.7202456593513489},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6746500730514526},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5090808272361755},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4753836393356323},{"id":"https://openalex.org/keywords/asset","display_name":"Asset (computer security)","score":0.4515981078147888},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44602903723716736},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4314326047897339},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4188607931137085},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1846306025981903},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.09302383661270142}],"concepts":[{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.8087282180786133},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7543148994445801},{"id":"https://openalex.org/C60671577","wikidata":"https://www.wikidata.org/wiki/Q210272","display_name":"Cultural heritage","level":2,"score":0.7202456593513489},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6746500730514526},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5090808272361755},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4753836393356323},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.4515981078147888},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44602903723716736},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4314326047897339},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4188607931137085},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1846306025981903},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.09302383661270142},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/aiccsa.2018.8612815","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa.2018.8612815","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/ACS 15th International Conference on Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02440788v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02440788","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"15th IEEE/ACS International Conference on Computer Systems and Applications (AICCSA'18), Oct 2018, Aqaba, Jordan. pp.1-7, &#x27E8;10.1109/AICCSA.2018.8612815&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/14921","is_oa":false,"landing_page_url":"http://hdl.handle.net/10576/14921","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1516315621","https://openalex.org/W1584585014","https://openalex.org/W1686810756","https://openalex.org/W1793977698","https://openalex.org/W1976110297","https://openalex.org/W1987309482","https://openalex.org/W2020303873","https://openalex.org/W2021087455","https://openalex.org/W2031406010","https://openalex.org/W2051013760","https://openalex.org/W2115564144","https://openalex.org/W2128907386","https://openalex.org/W2135427388","https://openalex.org/W2161753062","https://openalex.org/W2163605009","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2279253419","https://openalex.org/W2396281971","https://openalex.org/W2408692058","https://openalex.org/W2507582775","https://openalex.org/W2510733224","https://openalex.org/W2520188521","https://openalex.org/W2740354675","https://openalex.org/W2750307898","https://openalex.org/W2760432156","https://openalex.org/W2763426046","https://openalex.org/W2765362515","https://openalex.org/W2766086266","https://openalex.org/W2766370713","https://openalex.org/W2767621374","https://openalex.org/W2775210797","https://openalex.org/W2962883796","https://openalex.org/W4301965676","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W2058118494","https://openalex.org/W2392768766","https://openalex.org/W2382021449","https://openalex.org/W2095118173","https://openalex.org/W2106424170","https://openalex.org/W1985426483","https://openalex.org/W2501188010","https://openalex.org/W4299935056","https://openalex.org/W2010935248","https://openalex.org/W2768810474"],"abstract_inverted_index":{"Digital":[0,23],"technologies":[1],"such":[2],"as":[3],"3D":[4,42],"imaging,":[5],"data":[6,195],"analytics":[7],"and":[8,41,52,65,85,100,213,227],"computer":[9],"vision":[10],"opened":[11],"the":[12,37,68,80,138,158,171,177,234],"door":[13],"to":[14,36,62,97,129,185,191,198,230],"a":[15,26,31,108,131,162,186,202,208,214],"large":[16],"set":[17,229],"of":[18,25,33,71,82,111,140,143,154,160,165,236],"applications":[19],"in":[20,39,189],"cultural":[21,27,48,73,115,125,210],"heritage.":[22,88],"acquisition":[24,43],"assets":[28,49,126],"takes":[29],"nowadays":[30],"couple":[32],"seconds":[34],"thanks":[35],"achievements":[38],"2D":[40],"technologies.":[44],"However,":[45],"enriching":[46],"these":[47],"with":[50,194],"labels":[51],"relevant":[53],"metadata":[54,119],"is":[55,156,182,222,228],"still":[56],"not":[57],"fully":[58],"automatized":[59],"especially":[60],"due":[61],"their":[63],"nature":[64],"specificities.":[66],"With":[67],"recent":[69],"publication":[70],"several":[72,149],"heritage":[74,116],"datasets,":[75],"many":[76],"researchers":[77],"are":[78,92,95],"tackling":[79],"challenge":[81],"effectively":[83],"classifying":[84,161],"annotating":[86],"digital":[87],"The":[89,118,167,180],"challenges":[90],"that":[91,122,134],"often":[93],"addressed":[94],"related":[96,197],"visual":[98],"recognition":[99],"image":[101],"classification.":[102],"In":[103],"this":[104],"paper,":[105],"we":[106,205],"present":[107],"novel":[109],"approach":[110,146,221],"hierarchical":[112],"classification":[113,132,139,168],"for":[114,218],"assets.":[117,144,166],"structural":[120],"differences":[121],"exist":[123],"between":[124],"motivated":[127],"us":[128],"design":[130],"framework":[133,169],"can":[135],"efficiently":[136],"perform":[137],"multiple":[141],"types":[142],"Our":[145,220],"relies":[147],"on":[148],"deep":[150],"learning":[151],"classifiers,":[152],"each":[153],"them":[155],"assigned":[157,184],"task":[159],"certain":[163],"type":[164,211,216],"starts":[170],"labeling":[172],"process":[173],"by":[174,233],"first":[175],"determining":[176],"asset":[178,181,238],"type.":[179,200],"then":[183],"specific":[187,215],"classifier":[188,212,217],"order":[190],"be":[192,231],"annotated":[193],"fields":[196],"its":[199],"As":[201],"preliminary":[203],"step,":[204],"successfully":[206],"designed":[207],"general":[209],"paintings.":[219],"currently":[223],"achieving":[224],"interesting":[225],"results":[226],"improved":[232],"integration":[235],"more":[237],"types.":[239]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
