{"id":"https://openalex.org/W4399772006","doi":"https://doi.org/10.3233/jcm-247185","title":"Intelligent identification system of wild animals image based on deep learning in biodiversity conservation law","display_name":"Intelligent identification system of wild animals image based on deep learning in biodiversity conservation law","publication_year":2024,"publication_date":"2024-06-17","ids":{"openalex":"https://openalex.org/W4399772006","doi":"https://doi.org/10.3233/jcm-247185"},"language":"en","primary_location":{"id":"doi:10.3233/jcm-247185","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-247185","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"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 Computational Methods in Sciences and Engineering","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/A5102690420","display_name":"Xiaolong Liang","orcid":"https://orcid.org/0000-0003-1332-6539"},"institutions":[{"id":"https://openalex.org/I4210126203","display_name":"Hubei University of Automotive Technology","ror":"https://ror.org/039m95m06","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210126203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Liang","raw_affiliation_strings":["College of Intellectual Property, Hubei University of Automotive Technology, Shiyan, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Intellectual Property, Hubei University of Automotive Technology, Shiyan, Hubei, China","institution_ids":["https://openalex.org/I4210126203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062876072","display_name":"Derun Pan","orcid":"https://orcid.org/0000-0001-7147-3970"},"institutions":[{"id":"https://openalex.org/I181903023","display_name":"Xi'an Shiyou University","ror":"https://ror.org/040c7js64","country_code":"CN","type":"education","lineage":["https://openalex.org/I181903023"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Derun Pan","raw_affiliation_strings":["College of Marxism, Xi\u2019an Shiyou University, Xi\u2019an, Shaanxi, China","College of Marxism, Xi'an Shiyou University, Xi'an, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Marxism, Xi\u2019an Shiyou University, Xi\u2019an, Shaanxi, China","institution_ids":["https://openalex.org/I181903023"]},{"raw_affiliation_string":"College of Marxism, Xi'an Shiyou University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I181903023"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102690421","display_name":"Jiayi Yu","orcid":"https://orcid.org/0009-0009-3854-1877"},"institutions":[{"id":"https://openalex.org/I189442560","display_name":"Gyeongsang National University","ror":"https://ror.org/00saywf64","country_code":"KR","type":"education","lineage":["https://openalex.org/I189442560"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jiayi Yu","raw_affiliation_strings":["College of Industrial Management, Gyeongsang National University, Jinju, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Industrial Management, Gyeongsang National University, Jinju, Korea","institution_ids":["https://openalex.org/I189442560"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102690421"],"corresponding_institution_ids":["https://openalex.org/I189442560"],"apc_list":null,"apc_paid":null,"fwci":0.3128,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60285849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"24","issue":"3","first_page":"1523","last_page":"1538"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9837999939918518,"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"}},"topics":[{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9837999939918518,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9757999777793884,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T12388","display_name":"Identification and Quantification in Food","score":0.9552000164985657,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7411831021308899},{"id":"https://openalex.org/keywords/biodiversity","display_name":"Biodiversity","score":0.7286777496337891},{"id":"https://openalex.org/keywords/biodiversity-conservation","display_name":"Biodiversity conservation","score":0.6052457094192505},{"id":"https://openalex.org/keywords/conservation-law","display_name":"Conservation law","score":0.5448117852210999},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5078509449958801},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4552347958087921},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.44313347339630127},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41151589155197144},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38883692026138306},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.36228281259536743},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.2609193027019501},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.23977172374725342},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.23736751079559326},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1937026083469391},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16790106892585754}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7411831021308899},{"id":"https://openalex.org/C130217890","wikidata":"https://www.wikidata.org/wiki/Q47041","display_name":"Biodiversity","level":2,"score":0.7286777496337891},{"id":"https://openalex.org/C2994246104","wikidata":"https://www.wikidata.org/wiki/Q641498","display_name":"Biodiversity conservation","level":3,"score":0.6052457094192505},{"id":"https://openalex.org/C3445786","wikidata":"https://www.wikidata.org/wiki/Q205805","display_name":"Conservation law","level":2,"score":0.5448117852210999},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5078509449958801},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4552347958087921},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.44313347339630127},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41151589155197144},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38883692026138306},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.36228281259536743},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2609193027019501},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.23977172374725342},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.23736751079559326},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1937026083469391},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16790106892585754},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jcm-247185","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-247185","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"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 Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W2769892801","https://openalex.org/W2790979755","https://openalex.org/W2798008558","https://openalex.org/W2883587354","https://openalex.org/W2897795150","https://openalex.org/W2901218091","https://openalex.org/W2902226007","https://openalex.org/W2911290743","https://openalex.org/W2949867260","https://openalex.org/W2950128007","https://openalex.org/W2951934944","https://openalex.org/W2952068604","https://openalex.org/W2954932437","https://openalex.org/W2968994553","https://openalex.org/W2981207549","https://openalex.org/W2990943996","https://openalex.org/W2991507433","https://openalex.org/W2993843842","https://openalex.org/W3001683732","https://openalex.org/W3006436762","https://openalex.org/W3007309629","https://openalex.org/W3010079658","https://openalex.org/W3023402713","https://openalex.org/W3027716283","https://openalex.org/W3030621456","https://openalex.org/W3041454767","https://openalex.org/W3042316884","https://openalex.org/W3042578835","https://openalex.org/W3080221164","https://openalex.org/W3098350627","https://openalex.org/W3109067582","https://openalex.org/W3120894151","https://openalex.org/W3156333129","https://openalex.org/W3165045544","https://openalex.org/W3174396085","https://openalex.org/W4214907281","https://openalex.org/W4312105654","https://openalex.org/W4384929698","https://openalex.org/W4385708752","https://openalex.org/W6738962703","https://openalex.org/W6755175326","https://openalex.org/W6809338818"],"related_works":["https://openalex.org/W1995118522","https://openalex.org/W2361080476","https://openalex.org/W4254538702","https://openalex.org/W2390581074","https://openalex.org/W2145196652","https://openalex.org/W4280534632","https://openalex.org/W2971052104","https://openalex.org/W164904174","https://openalex.org/W1498462856","https://openalex.org/W2382763056"],"abstract_inverted_index":{"This":[0],"study":[1],"aims":[2],"to":[3,58,95,109,133,159],"overcome":[4],"the":[5,12,21,134,160,170,180,188,204],"impact":[6],"of":[7,14,23,37,61,150,156,172,182,190,206],"complex":[8],"environmental":[9],"backgrounds":[10],"on":[11,43,52,87,139],"recognition":[13,29,119,184,198],"wildlife":[15,28,38,65,69,111,123,174],"in":[16,31,71,168,193],"monitoring":[17,72,194],"images,":[18,195],"thereby":[19],"exploring":[20],"role":[22],"a":[24,107,145,153],"deep":[25],"learning-based":[26],"intelligent":[27],"system":[30],"biodiversity":[32,207],"conservation.":[33],"The":[34,68,113,141,176],"automatic":[35,173],"identification":[36],"images":[39,73],"is":[40,55,93],"conducted":[41],"based":[42,51,86,138],"convolutional":[44],"neural":[45],"networks":[46],"(CNNs).":[47],"Target":[48],"detection":[49],"technology,":[50],"regression":[53],"algorithms,":[54],"initially":[56],"employed":[57],"extract":[59,96],"Regions":[60],"Interest":[62],"(ROI)":[63],"containing":[64],"from":[66,98],"images.":[67,81,100],"regions":[70],"are":[74,104],"detected,":[75],"segmented,":[76],"and":[77,130,199],"converted":[78],"into":[79,106],"ROI":[80],"A":[82],"dual-channel":[83,135],"network":[84,136,163],"model":[85,116,137,143,177],"Visual":[88],"Geometry":[89],"Group":[90],"16":[91],"(VGG16)":[92],"implemented":[94],"features":[97,103],"sample":[99],"Finally,":[101],"these":[102],"input":[105],"classifier":[108],"achieve":[110],"recognition.":[112,175],"proposed":[114],"optimized":[115,142],"demonstrates":[117],"superior":[118],"performance":[120],"for":[121,203],"five":[122],"species,":[124],"caribou,":[125],"lynx,":[126],"mule":[127],"deer,":[128],"badger,":[129],"antelope,":[131],"compared":[132,158],"VGG16.":[140],"achieves":[144],"Mean":[146],"Average":[147],"Precision":[148],"(MAP)":[149],"0.714,":[151],"with":[152],"maximum":[154],"difference":[155],"0.145":[157],"other":[161],"three":[162],"structures,":[164],"affirming":[165],"its":[166],"effectiveness":[167],"enhancing":[169],"accuracy":[171,185],"effectively":[178],"addresses":[179],"issue":[181],"low":[183],"caused":[186],"by":[187],"complexity":[189],"background":[191],"information":[192],"achieving":[196],"high-precision":[197],"holding":[200],"significant":[201],"implications":[202],"implementation":[205],"conservation":[208],"laws.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
