{"id":"https://openalex.org/W4313597705","doi":"https://doi.org/10.3233/jifs-222672","title":"Computer vision based knowledge distillation model for animal classification and re-identification using Siamese Neural Network","display_name":"Computer vision based knowledge distillation model for animal classification and re-identification using Siamese Neural Network","publication_year":2023,"publication_date":"2023-01-06","ids":{"openalex":"https://openalex.org/W4313597705","doi":"https://doi.org/10.3233/jifs-222672"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-222672","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-222672","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-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/A5027785359","display_name":"L. Ashok Kumar","orcid":"https://orcid.org/0000-0001-5962-2961"},"institutions":[{"id":"https://openalex.org/I4210109528","display_name":"PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH","ror":"https://ror.org/01sa9ng67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109528"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"L. Ashok Kumar","raw_affiliation_strings":["Department of EEE, PSG College of Technology, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Department of EEE, PSG College of Technology, Tamil Nadu, India","institution_ids":["https://openalex.org/I4210109528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043112154","display_name":"D. Karthika Renuka","orcid":"https://orcid.org/0000-0002-6519-4673"},"institutions":[{"id":"https://openalex.org/I4210109528","display_name":"PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH","ror":"https://ror.org/01sa9ng67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109528"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D. Karthika Renuka","raw_affiliation_strings":["Department of IT, PSG College of Technology, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Department of IT, PSG College of Technology, Tamil Nadu, India","institution_ids":["https://openalex.org/I4210109528"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103808909","display_name":"S. Saravana Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109528","display_name":"PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH","ror":"https://ror.org/01sa9ng67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109528"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Saravana Kumar","raw_affiliation_strings":["Department of EEE, PSG College of Technology, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Department of EEE, PSG College of Technology, Tamil Nadu, India","institution_ids":["https://openalex.org/I4210109528"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027785359"],"corresponding_institution_ids":["https://openalex.org/I4210109528"],"apc_list":null,"apc_paid":null,"fwci":0.7661,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71671132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"44","issue":"4","first_page":"5731","last_page":"5743"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10199","display_name":"Wildlife Ecology and Conservation","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10199","display_name":"Wildlife Ecology and Conservation","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9775999784469604,"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/computer-science","display_name":"Computer science","score":0.7573506832122803},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6733402013778687},{"id":"https://openalex.org/keywords/foraging","display_name":"Foraging","score":0.6453019380569458},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.638495922088623},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.571099579334259},{"id":"https://openalex.org/keywords/guard","display_name":"Guard (computer science)","score":0.49657613039016724},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47177791595458984},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4130125939846039},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.15625646710395813}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7573506832122803},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6733402013778687},{"id":"https://openalex.org/C165287380","wikidata":"https://www.wikidata.org/wiki/Q2916569","display_name":"Foraging","level":2,"score":0.6453019380569458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.638495922088623},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.571099579334259},{"id":"https://openalex.org/C141141315","wikidata":"https://www.wikidata.org/wiki/Q2379942","display_name":"Guard (computer science)","level":2,"score":0.49657613039016724},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47177791595458984},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4130125939846039},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.15625646710395813},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-222672","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-222672","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1988931354","https://openalex.org/W2093055946","https://openalex.org/W2614724909","https://openalex.org/W2769210209","https://openalex.org/W2810392933","https://openalex.org/W3005201565","https://openalex.org/W3039876082","https://openalex.org/W3047713023","https://openalex.org/W3111484680","https://openalex.org/W3157999629","https://openalex.org/W3213403863","https://openalex.org/W4206990000","https://openalex.org/W4241320620"],"related_works":["https://openalex.org/W4200081355","https://openalex.org/W2135179174","https://openalex.org/W3081944365","https://openalex.org/W1932300341","https://openalex.org/W2294784349","https://openalex.org/W2890381285","https://openalex.org/W2048910501","https://openalex.org/W1979659965","https://openalex.org/W2136432055","https://openalex.org/W4380075502"],"abstract_inverted_index":{"Human-wildlife":[0],"conflicts":[1],"in":[2,67,83,165],"the":[3,6,37,85,89,94,100,108,112,135,145,178],"habitats":[4],"along":[5],"forest":[7],"fringes":[8],"are":[9],"a":[10,41,49],"substantial":[11],"issue.":[12],"An":[13],"automated":[14],"monitoring":[15,171],"system":[16,76,117],"that":[17],"can":[18,103,162],"find":[19],"animal":[20,142,152,159,173],"breaches":[21],"and":[22,155,172],"deter":[23],"them":[24],"from":[25],"foraging":[26],"fields":[27],"is":[28,40,81,118,127],"essential":[29],"to":[30,92,106,120,134,175],"solve":[31],"this":[32,45],"conflict.":[33],"However,":[34],"automatically":[35],"forefending":[36],"intruding":[38],"animals":[39],"challenging":[42],"task.":[43],"In":[44],"paper,":[46],"we":[47],"propose":[48,72],"deep":[50,156],"learning":[51,157],"model":[52,154,161],"for":[53,111,141,168],"elephant":[54,74,90,102],"identification":[55,153],"using":[56,77],"YOLO":[57],"lite":[58,147],"with":[59],"knowledge":[60,149],"distillation":[61,150],"which":[62,80,126],"could":[63],"be":[64,104,163],"easily":[65],"deployed":[66],"edge":[68,166],"devices.":[69],"We":[70],"also":[71],"an":[73,122],"re-identification":[75,160],"Siamese":[78],"network":[79],"helpful":[82],"tracking":[84],"number":[86],"of":[87,124,137],"times":[88],"tries":[91],"forage":[93],"field.":[95],"This":[96],"re-encounter":[97],"information":[98],"about":[99],"same":[101],"used":[105],"decide":[107],"averting":[109],"sound":[110],"particular":[113],"elephant.":[114],"The":[115],"proposed":[116,140,146],"found":[119],"show":[121],"accuracy":[123],"89%,":[125],"provides":[128],"good":[129],"performance":[130],"improvement":[131],"when":[132],"compared":[133],"state":[136],"art":[138],"models":[139],"identification.":[143],"Thus":[144],"weight":[148],"based":[151,158],"employed":[164],"devices":[167],"real":[169],"time":[170],"deterring":[174],"safe":[176],"guard":[177],"farm":[179],"fields.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
