{"id":"https://openalex.org/W2806201494","doi":null,"title":"LPQ and LDP Descriptors with ML Representation for Kinship verification","display_name":"LPQ and LDP Descriptors with ML Representation for Kinship verification","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2806201494","mag":"2806201494"},"language":"en","primary_location":{"id":"mag:2806201494","doi":null,"is_oa":false,"landing_page_url":"http://salah.bekhouche.com/publications/international-conference-papers/sigpromd2018.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5009359758","display_name":"Abdelhakim Chergui","orcid":"https://orcid.org/0000-0002-1746-2725","observed_orcids":["https://orcid.org/0000-0002-1746-2725"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdelhakim Chergui","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-1746-2725","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003892623","display_name":"Salim Ouchtati","orcid":"https://orcid.org/0000-0002-5855-890X","observed_orcids":["https://orcid.org/0000-0002-5855-890X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salim Ouchtati","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073329526","display_name":"Hichem Telli","orcid":"https://orcid.org/0000-0003-4600-1781","observed_orcids":["https://orcid.org/0000-0003-4600-1781"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hichem Telli","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-4600-1781","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042700750","display_name":"Fares Bougourzi","orcid":"https://orcid.org/0000-0001-5077-4862","observed_orcids":["https://orcid.org/0000-0001-5077-4862"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fares Bougourzi","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-5077-4862","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5080484799","display_name":"Salah Eddine Bekhouche","orcid":"https://orcid.org/0000-0001-5538-7407","observed_orcids":["https://orcid.org/0000-0001-5538-7407"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salah Eddine Bekhouche","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-5538-7407","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0897,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.78908113,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.4880000054836273,"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/T10057","display_name":"Face and Expression Recognition","score":0.4880000054836273,"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/T11448","display_name":"Face recognition and analysis","score":0.30979999899864197,"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":0.09889999777078629,"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/kinship-verification","display_name":"kinship verification","score":0.9990000128746033},{"id":"https://openalex.org/keywords/local-phase-quantization","display_name":"local phase quantization","score":0.9210000038146973},{"id":"https://openalex.org/keywords/local-directional-pattern","display_name":"local directional pattern","score":0.9430000185966492},{"id":"https://openalex.org/keywords/multi-level-feature-representation","display_name":"multi-level feature representation","score":0.6489999890327454},{"id":"https://openalex.org/keywords/face-recognition","display_name":"face recognition","score":0.6299999952316284},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.6000000238418579}],"concepts":[{"id":"https://openalex.org/C144348335","wikidata":"https://www.wikidata.org/wiki/Q171318","display_name":"Kinship","level":2,"score":0.8982241153717041},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.581153392791748},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5805961489677429},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5652614831924438},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5495280027389526},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5305728316307068},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.5233537554740906},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.43191832304000854},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.4318305552005768},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35052865743637085},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.098406583070755},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0656796395778656},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2806201494","doi":null,"is_oa":false,"landing_page_url":"http://salah.bekhouche.com/publications/international-conference-papers/sigpromd2018.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2921765175","https://openalex.org/W3014444173","https://openalex.org/W4386393426","https://openalex.org/W2997530270","https://openalex.org/W2981119782","https://openalex.org/W2969219352","https://openalex.org/W2108909793","https://openalex.org/W2888332482","https://openalex.org/W2942946284","https://openalex.org/W2079742827"],"abstract_inverted_index":{"The":[0,144],"automatic":[1],"verification":[2,19,95],"of":[3,45],"kinship":[4,18,64,94,127],"is":[5],"a":[6],"challenging":[7],"problem":[8],"that":[9],"recently":[10],"attracted":[11],"much":[12],"interest":[13],"in":[14],"computer":[15],"vision,":[16],"the":[17,75,88,93],"has":[20],"become":[21],"an":[22,53,60,70],"active":[23],"research":[24],"field":[25],"due":[26],"to":[27],"its":[28],"potential":[29],"applications":[30],"such":[31],"as":[32,59,69],"organizing":[33],"photo":[34],"albums":[35],"and":[36,43,80,87,120,125,142],"images":[37,58],"annotation,":[38],"recognizing":[39],"resemblances":[40],"among":[41],"humans":[42],"finding":[44],"missing":[46],"children.":[47],"In":[48],"this":[49,99],"paper,":[50],"we":[51],"propose":[52],"approach":[54,72],"which":[55,104],"takes":[56],"two":[57],"input":[61],"then":[62],"give":[63],"result":[65],"(kinship":[66],"/":[67],"non-kinship)":[68],"output.This":[71],"based":[73],"on":[74,132],"Local":[76,81],"Phase":[77],"Quantization":[78],"(LPQ)":[79],"directional":[82],"pattern":[83],"(LDP)":[84],"features":[85,111,118,123],"descriptors":[86],"ML":[89],"(Multi-Level)":[90],"representation":[91,115,119],"for":[92],"from":[96],"facial":[97],"images,":[98],"work":[100],"consists":[101],"six":[102],"stages":[103],"are":[105,130,147],":":[106],"(i)":[107],"face":[108,114],"preprocessing,":[109],"(ii)":[110],"extraction,":[112],"(iii)":[113],"(iv)":[116],"pair":[117],"normalization,":[121],"(v)":[122],"selection":[124],"(vi)":[126],"verification.":[128],"Experiments":[129],"conducted":[131],"four":[133],"public":[134],"databases":[135],"(Cornell":[136],"KinFace,":[137],"UB":[138],"Kin":[139],"database,":[140],"KinFace-I,":[141],"KinFace-II).":[143],"obtained":[145],"results":[146],"good":[148],"compared":[149],"with":[150],"state-of-the-art":[151],"approaches.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2018-06-13T00:00:00"}
