{"id":"https://openalex.org/W1966936968","doi":"https://doi.org/10.1145/1108590.1108619","title":"The identification of mammalian species through the classification of hair patterns using image pattern recognition","display_name":"The identification of mammalian species through the classification of hair patterns using image pattern recognition","publication_year":2006,"publication_date":"2006-01-25","ids":{"openalex":"https://openalex.org/W1966936968","doi":"https://doi.org/10.1145/1108590.1108619","mag":"1966936968"},"language":"en","primary_location":{"id":"doi:10.1145/1108590.1108619","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1108590.1108619","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th international conference on Computer graphics, virtual reality, visualisation and interaction in Africa","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/A5109922430","display_name":"Thamsanqa Moyo","orcid":null},"institutions":[{"id":"https://openalex.org/I203238179","display_name":"Rhodes University","ror":"https://ror.org/016sewp10","country_code":"ZA","type":"education","lineage":["https://openalex.org/I203238179"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Thamsanqa Moyo","raw_affiliation_strings":["Rhodes University, Grahamstown, South Africa","Rhodes University,, Grahamstown, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rhodes University, Grahamstown, South Africa","institution_ids":["https://openalex.org/I203238179"]},{"raw_affiliation_string":"Rhodes University,, Grahamstown, South Africa","institution_ids":["https://openalex.org/I203238179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012403620","display_name":"Shaun Bangay","orcid":"https://orcid.org/0009-0002-2117-9970"},"institutions":[{"id":"https://openalex.org/I203238179","display_name":"Rhodes University","ror":"https://ror.org/016sewp10","country_code":"ZA","type":"education","lineage":["https://openalex.org/I203238179"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Shaun Bangay","raw_affiliation_strings":["Rhodes University, Grahamstown, South Africa","Rhodes University,, Grahamstown, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rhodes University, Grahamstown, South Africa","institution_ids":["https://openalex.org/I203238179"]},{"raw_affiliation_string":"Rhodes University,, Grahamstown, South Africa","institution_ids":["https://openalex.org/I203238179"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081438255","display_name":"Greg Foster","orcid":"https://orcid.org/0000-0002-5272-8138"},"institutions":[{"id":"https://openalex.org/I203238179","display_name":"Rhodes University","ror":"https://ror.org/016sewp10","country_code":"ZA","type":"education","lineage":["https://openalex.org/I203238179"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Greg Foster","raw_affiliation_strings":["Rhodes University, Grahamstown, South Africa","Rhodes University,, Grahamstown, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rhodes University, Grahamstown, South Africa","institution_ids":["https://openalex.org/I203238179"]},{"raw_affiliation_string":"Rhodes University,, Grahamstown, South Africa","institution_ids":["https://openalex.org/I203238179"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6819,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.66550136,"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":"177","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9840999841690063,"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/T10828","display_name":"Biometric Identification and Security","score":0.9509000182151794,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7254061102867126},{"id":"https://openalex.org/keywords/filter-bank","display_name":"Filter bank","score":0.6662886142730713},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6641470789909363},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.662554919719696},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.6406863331794739},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6355836391448975},{"id":"https://openalex.org/keywords/gabor-filter","display_name":"Gabor filter","score":0.6318272352218628},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5079620480537415},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.499406099319458},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4742942154407501},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41481366753578186},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.41242915391921997},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.34483420848846436},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12544655799865723},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10619086027145386},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.07998716831207275},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.06584414839744568}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7254061102867126},{"id":"https://openalex.org/C100515483","wikidata":"https://www.wikidata.org/wiki/Q3268235","display_name":"Filter bank","level":3,"score":0.6662886142730713},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6641470789909363},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.662554919719696},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.6406863331794739},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6355836391448975},{"id":"https://openalex.org/C2779883129","wikidata":"https://www.wikidata.org/wiki/Q2447890","display_name":"Gabor filter","level":3,"score":0.6318272352218628},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5079620480537415},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.499406099319458},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4742942154407501},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41481366753578186},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.41242915391921997},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.34483420848846436},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12544655799865723},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10619086027145386},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.07998716831207275},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.06584414839744568},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1108590.1108619","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1108590.1108619","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th international conference on Computer graphics, virtual reality, visualisation and interaction in Africa","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30039191","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W198953946","https://openalex.org/W1971824478","https://openalex.org/W1974821667","https://openalex.org/W2028563442","https://openalex.org/W2093354131","https://openalex.org/W2099123489","https://openalex.org/W2109131581","https://openalex.org/W2138584058","https://openalex.org/W2163644233","https://openalex.org/W2940196247","https://openalex.org/W2942145623"],"related_works":["https://openalex.org/W2356578509","https://openalex.org/W2350842752","https://openalex.org/W1557887402","https://openalex.org/W2127352224","https://openalex.org/W2126328176","https://openalex.org/W2139727660","https://openalex.org/W1999926881","https://openalex.org/W2110603634","https://openalex.org/W21556450","https://openalex.org/W2040530544"],"abstract_inverted_index":{"The":[0,19,55],"identification":[1],"of":[2,7,15,21,32,47,58,66,86,94,105,112,122,146],"mammals":[3],"through":[4],"the":[5,13,34,38,45,64,84],"use":[6,85],"their":[8],"hair":[9,71,90,100,142],"is":[10,73],"important":[11],"in":[12,37],"fields":[14],"forensics":[16],"and":[17,82,115],"ecology.":[18],"application":[20,57,76],"computer":[22],"pattern":[23,60],"recognition":[24,61],"techniques":[25,42,62],"to":[26,63,88,99,140,144],"this":[27],"process":[28],"provides":[29,103],"a":[30,48,78,95,110,120],"means":[31],"reducing":[33],"subjectivity":[35],"found":[36],"process,":[39],"as":[40],"manual":[41],"rely":[43],"on":[44],"interpretation":[46],"human":[49],"expert":[50],"rather":[51],"than":[52],"quantitative":[53],"measures.":[54],"first":[56],"image":[59],"classification":[65],"African":[67],"mammalian":[68],"species":[69],"using":[70,109,119],"patterns":[72],"presented.":[74],"This":[75],"uses":[77],"2D":[79,96,130],"Gabor":[80,97,131],"filter-bank":[81,98,111,121],"motivates":[83],"moments":[87],"classify":[89,141],"scale":[91,101],"patterns.":[92,148],"Application":[93],"processing":[102],"results":[104,127],"52%":[106],"accuracy":[107,117],"when":[108,118],"size":[113,123],"four":[114],"72%":[116],"eight.":[124],"These":[125],"initial":[126],"indicate":[128],"that":[129,135],"filters":[132],"produce":[133],"information":[134],"may":[136],"be":[137],"successfully":[138],"used":[139],"according":[143],"images":[145],"its":[147]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}