{"id":"https://openalex.org/W2090799942","doi":"https://doi.org/10.1109/avss.2013.6636628","title":"A proposal of a solution for age band prediction from human faces","display_name":"A proposal of a solution for age band prediction from human faces","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W2090799942","doi":"https://doi.org/10.1109/avss.2013.6636628","mag":"2090799942"},"language":"en","primary_location":{"id":"doi:10.1109/avss.2013.6636628","is_oa":false,"landing_page_url":"https://doi.org/10.1109/avss.2013.6636628","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance","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/A5055269634","display_name":"Yannick Lufimpu-Luviya","orcid":null},"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/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]},{"id":"https://openalex.org/I4210136988","display_name":"D\u00e9l\u00e9gation Provence et Corse","ror":"https://ror.org/049qgqg40","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210136988","https://openalex.org/I4210139971"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yannick Lufimpu-Luviya","raw_affiliation_strings":["LSIS Laboratory, UMR 7296, Centre National de la Recherche Scientifique, Marseille, France","LSIS Lab., Marseille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LSIS Laboratory, UMR 7296, Centre National de la Recherche Scientifique, Marseille, France","institution_ids":["https://openalex.org/I4210136988","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"LSIS Lab., Marseille, France","institution_ids":["https://openalex.org/I4210114274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032517482","display_name":"Merad Djamel","orcid":null},"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/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]},{"id":"https://openalex.org/I4210136988","display_name":"D\u00e9l\u00e9gation Provence et Corse","ror":"https://ror.org/049qgqg40","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210136988","https://openalex.org/I4210139971"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Djamel Merad","raw_affiliation_strings":["LSIS Laboratory, UMR 7296, Centre National de la Recherche Scientifique, Marseille, France","LSIS Lab., Marseille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LSIS Laboratory, UMR 7296, Centre National de la Recherche Scientifique, Marseille, France","institution_ids":["https://openalex.org/I4210136988","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"LSIS Lab., Marseille, France","institution_ids":["https://openalex.org/I4210114274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012076785","display_name":"S\u00e9bastien Paris","orcid":"https://orcid.org/0000-0001-8104-0431"},"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/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]},{"id":"https://openalex.org/I4210136988","display_name":"D\u00e9l\u00e9gation Provence et Corse","ror":"https://ror.org/049qgqg40","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210136988","https://openalex.org/I4210139971"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sebastien Paris","raw_affiliation_strings":["LSIS Laboratory, UMR 7296, Centre National de la Recherche Scientifique, Marseille, France","LSIS Lab., Marseille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LSIS Laboratory, UMR 7296, Centre National de la Recherche Scientifique, Marseille, France","institution_ids":["https://openalex.org/I4210136988","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"LSIS Lab., Marseille, France","institution_ids":["https://openalex.org/I4210114274"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090595975","display_name":"Bernard Fertil","orcid":null},"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/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]},{"id":"https://openalex.org/I4210136988","display_name":"D\u00e9l\u00e9gation Provence et Corse","ror":"https://ror.org/049qgqg40","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210136988","https://openalex.org/I4210139971"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bernard Fertil","raw_affiliation_strings":["LSIS Laboratory, UMR 7296, Centre National de la Recherche Scientifique, Marseille, France","LSIS Lab., Marseille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LSIS Laboratory, UMR 7296, Centre National de la Recherche Scientifique, Marseille, France","institution_ids":["https://openalex.org/I4210136988","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"LSIS Lab., Marseille, France","institution_ids":["https://openalex.org/I4210114274"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15046572,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"129","last_page":"134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9991999864578247,"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/T11448","display_name":"Face recognition and analysis","score":0.9991999864578247,"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/T10057","display_name":"Face and Expression Recognition","score":0.9872000217437744,"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/T12496","display_name":"Color perception and design","score":0.9671000242233276,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7007184028625488},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.662398636341095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6366906762123108},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5643045902252197},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5316380262374878},{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"Partial least squares regression","score":0.5136687159538269},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.497875452041626},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.4429508447647095},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4399750232696533},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4311191439628601},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4218020737171173},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34150058031082153},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24963495135307312},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.20934194326400757},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17496514320373535}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7007184028625488},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.662398636341095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6366906762123108},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5643045902252197},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5316380262374878},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.5136687159538269},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.497875452041626},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.4429508447647095},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4399750232696533},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4311191439628601},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4218020737171173},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34150058031082153},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24963495135307312},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.20934194326400757},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17496514320373535},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/avss.2013.6636628","is_oa":false,"landing_page_url":"https://doi.org/10.1109/avss.2013.6636628","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W387128004","https://openalex.org/W1646122800","https://openalex.org/W2013281126","https://openalex.org/W2020021186","https://openalex.org/W2030098377","https://openalex.org/W2030165613","https://openalex.org/W2038952578","https://openalex.org/W2061759159","https://openalex.org/W2109943925","https://openalex.org/W2118755929","https://openalex.org/W2120509725","https://openalex.org/W2121939926","https://openalex.org/W2134113392","https://openalex.org/W2138173495","https://openalex.org/W2139150520","https://openalex.org/W2140196710","https://openalex.org/W2145073242","https://openalex.org/W2147278565","https://openalex.org/W2159160074","https://openalex.org/W2163352848","https://openalex.org/W2164715565","https://openalex.org/W2167793923","https://openalex.org/W2328737873","https://openalex.org/W2403746960","https://openalex.org/W2412108633","https://openalex.org/W2537685535","https://openalex.org/W2797148637","https://openalex.org/W4301347335","https://openalex.org/W6681651645"],"related_works":["https://openalex.org/W2581696209","https://openalex.org/W2020430625","https://openalex.org/W2044065526","https://openalex.org/W2058306460","https://openalex.org/W2955952267","https://openalex.org/W2083564146","https://openalex.org/W2076436625","https://openalex.org/W2168886923","https://openalex.org/W2049095871","https://openalex.org/W2148428954"],"abstract_inverted_index":{"The":[0,66],"purpose":[1],"of":[2,11,82,84,106],"this":[3,33],"work":[4],"is":[5,17],"to":[6],"propose":[7,37,52],"a":[8,12,38,53,93],"predictive":[9],"model":[10,98],"subject's":[13],"age":[14,30],"band.":[15],"It":[16],"made":[18],"under":[19],"marketing":[20],"constraints;":[21],"these":[22],"constraints":[23],"define":[24],"the":[25,70,100,104,107],"customer's":[26],"behavior":[27],"towards":[28],"five":[29],"bands.":[31],"In":[32,73],"context,":[34],"we":[35,76],"first":[36],"regression":[39,71],"approach,":[40],"with":[41],"Partial":[42],"Least":[43],"Squares":[44],"Regression":[45,64],"and":[46,61,63,79,99],"Support":[47,58],"Vector":[48,59],"Regression.":[49],"We":[50],"then":[51],"classification":[54,67,108],"approach":[55,68],"by":[56],"combining":[57],"Machines":[60],"Classification":[62],"Tree.":[65],"overcomes":[69],"approach.":[72,109],"both":[74],"approaches,":[75],"use":[77],"Multi-Scale":[78],"Multilevel":[80],"Histogram":[81],"Blocks":[83],"Local":[85],"Binary":[86],"Patterns":[87],"(MMHLBP)":[88],"as":[89],"texture":[90],"descriptor.":[91],"Eventually,":[92],"comparison":[94],"between":[95],"our":[96],"final":[97],"human":[101],"operator":[102],"shows":[103],"relevancy":[105]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}