{"id":"https://openalex.org/W4283166328","doi":"https://doi.org/10.1007/s40747-022-00771-0","title":"Person identification from arm\u2019s hair patterns using CT-twofold Siamese network in forensic psychiatric hospitals","display_name":"Person identification from arm\u2019s hair patterns using CT-twofold Siamese network in forensic psychiatric hospitals","publication_year":2022,"publication_date":"2022-06-20","ids":{"openalex":"https://openalex.org/W4283166328","doi":"https://doi.org/10.1007/s40747-022-00771-0"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-022-00771-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-022-00771-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-022-00771-0.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-022-00771-0.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016695053","display_name":"Rohan Don Salins","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163767","display_name":"Sahyadri Hospital","ror":"https://ror.org/053kxry22","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210163767"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rohan Don Salins","raw_affiliation_strings":["Sahyadri College of Engineering and Management, Adyar, Mangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sahyadri College of Engineering and Management, Adyar, Mangalore, India","institution_ids":["https://openalex.org/I4210163767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076771617","display_name":"T. S. Ashwin","orcid":null},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"T. S. Ashwin","raw_affiliation_strings":["IIT Bombay, Mumbai, India"],"raw_orcid":"https://orcid.org/0000-0002-1690-1626","affiliations":[{"raw_affiliation_string":"IIT Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065109345","display_name":"G. Ananth Prabhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163767","display_name":"Sahyadri Hospital","ror":"https://ror.org/053kxry22","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210163767"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G. Ananth Prabhu","raw_affiliation_strings":["Sahyadri College of Engineering and Management, Adyar, Mangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sahyadri College of Engineering and Management, Adyar, Mangalore, India","institution_ids":["https://openalex.org/I4210163767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000851107","display_name":"Mustafa Basthikodi","orcid":"https://orcid.org/0000-0001-7443-4774"},"institutions":[{"id":"https://openalex.org/I4210163767","display_name":"Sahyadri Hospital","ror":"https://ror.org/053kxry22","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210163767"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mustafa Basthikodi","raw_affiliation_strings":["Sahyadri College of Engineering and Management, Adyar, Mangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sahyadri College of Engineering and Management, Adyar, Mangalore, India","institution_ids":["https://openalex.org/I4210163767"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082793457","display_name":"Chaitra K. Mallikarjun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chaitra K. Mallikarjun","raw_affiliation_strings":["JSS Academy of Technical Education, Noida, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JSS Academy of Technical Education, Noida, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076771617"],"corresponding_institution_ids":["https://openalex.org/I162827531"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":0.5102,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.6319924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"8","issue":"4","first_page":"3185","last_page":"3197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9988999962806702,"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":0.9988999962806702,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9973999857902527,"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/identification","display_name":"Identification (biology)","score":0.7651568055152893},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7235597968101501},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.6432198882102966},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5805984735488892},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5731726884841919},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5605059266090393},{"id":"https://openalex.org/keywords/forensic-identification","display_name":"Forensic identification","score":0.44124269485473633},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36704692244529724},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3282194137573242},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13722482323646545}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7651568055152893},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7235597968101501},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.6432198882102966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5805984735488892},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5731726884841919},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5605059266090393},{"id":"https://openalex.org/C2780732888","wikidata":"https://www.wikidata.org/wiki/Q2314618","display_name":"Forensic identification","level":2,"score":0.44124269485473633},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36704692244529724},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3282194137573242},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13722482323646545},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s40747-022-00771-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-022-00771-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-022-00771-0.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s40747-022-00771-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-022-00771-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-022-00771-0.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283166328.pdf","grobid_xml":"https://content.openalex.org/works/W4283166328.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W297909767","https://openalex.org/W1982925187","https://openalex.org/W2031246404","https://openalex.org/W2035725550","https://openalex.org/W2068042582","https://openalex.org/W2220271458","https://openalex.org/W2247786075","https://openalex.org/W2463071499","https://openalex.org/W2467139031","https://openalex.org/W2470394683","https://openalex.org/W2491664569","https://openalex.org/W2584637367","https://openalex.org/W2585635281","https://openalex.org/W2736410039","https://openalex.org/W2747359207","https://openalex.org/W2776035257","https://openalex.org/W2780564062","https://openalex.org/W2796417745","https://openalex.org/W2798775284","https://openalex.org/W2808631503","https://openalex.org/W2886576616","https://openalex.org/W2896888563","https://openalex.org/W2907011586","https://openalex.org/W2912406707","https://openalex.org/W2946480720","https://openalex.org/W2962706983","https://openalex.org/W2962858109","https://openalex.org/W2962926870","https://openalex.org/W2963574614","https://openalex.org/W2963690547","https://openalex.org/W2963854930","https://openalex.org/W2963901085","https://openalex.org/W2964163358","https://openalex.org/W2964260687","https://openalex.org/W2979938149","https://openalex.org/W2980547949","https://openalex.org/W2982670714","https://openalex.org/W2984040540","https://openalex.org/W2998074693","https://openalex.org/W2998792609","https://openalex.org/W3046105796","https://openalex.org/W3094649831","https://openalex.org/W3119270235","https://openalex.org/W3125736290","https://openalex.org/W3160695677","https://openalex.org/W6600157417","https://openalex.org/W6600710366"],"related_works":["https://openalex.org/W4287776258","https://openalex.org/W3159181387","https://openalex.org/W3027997911","https://openalex.org/W4280544563","https://openalex.org/W2112326807","https://openalex.org/W2767651786","https://openalex.org/W3021430260","https://openalex.org/W2912288872","https://openalex.org/W564581980","https://openalex.org/W4377042907"],"abstract_inverted_index":{"Abstract":[0],"Identifying":[1],"criminals":[2,39],"in":[3,20,52,58,217],"serious":[4],"crimes":[5],"from":[6,40,146],"digital":[7],"images":[8],"is":[9],"a":[10,46,117,152],"challenging":[11],"forensic":[12],"task":[13],"as":[14,57],"their":[15,160],"faces":[16],"will":[17,29],"be":[18,30,45,103],"covered":[19],"most":[21],"cases.":[22],"In":[23],"addition,":[24],"the":[25,38,99,172,181,187,207],"only":[26,124],"available":[27],"information":[28],"hand.":[31],"A":[32],"single":[33],"robust":[34],"technique":[35],"to":[36,64,102,170],"identify":[37,65],"arm\u2019s":[41,147],"hair":[42,148],"patterns":[43],"can":[44],"potential":[47],"cost-effective":[48],"and":[49,66,77,91,193,198],"unobtrusive":[50],"solution":[51],"various":[53],"other":[54],"areas":[55],"such":[56],"criminal":[59],"psychiatric":[60],"hospitals":[61],"during":[62],"rehabilitation":[63],"track":[67],"patients":[68],"instead":[69],"of":[70,195],"using":[71,213],"barcoding,":[72],"radio":[73],"frequency":[74],"identification":[75,85,145],"(RFID),":[76],"biometrics.":[78],"The":[79,176,201],"existing":[80,135],"state-of-the-art":[81],"methods":[82],"for":[83,143,186,206],"person":[84,144,210],"uses":[86],"convolutional":[87],"neural":[88],"network":[89],"(CNN)":[90],"long":[92],"short-term":[93],"memory":[94],"(LSTM)-based":[95],"architectures":[96],"which":[97,122],"require":[98],"entire":[100],"data":[101,109,164],"trained":[104],"once":[105],"again":[106],"when":[107],"new":[108],"comes.":[110],"To":[111],"address":[112],"these":[113],"issues,":[114],"we":[115,150],"proposed":[116,182,202],"novel":[118],"Siamese":[119],"network-based":[120],"architecture":[121,183],"not":[123],"reduces":[125],"this":[126],"training":[127],"paradigm":[128],"but":[129],"also":[130,168],"performs":[131,184,204],"better":[132,185],"than":[133],"several":[134,155],"methods.":[136],"Since":[137],"there":[138],"were":[139],"no":[140],"standard":[141],"datasets":[142],"patterns,":[149],"created":[151,188],"database":[153,173,189],"with":[154,190],"voluntary":[156],"participants":[157],"by":[158],"collecting":[159],"hands\u2019":[161],"images.":[162],"Several":[163],"augmentation":[165],"techniques":[166],"are":[167],"used":[169],"make":[171],"more":[174],"robust.":[175],"experimental":[177],"results":[178],"show":[179],"that":[180],"mAP,":[191],"mINP,":[192],"R1":[194],"94.8,":[196],"90.0,":[197],"93.5,":[199],"respectively.":[200],"CTTSN":[203],"well":[205],"closed":[208],"world":[209],"re-identification":[211],"problem":[212],"soft":[214],"biometric":[215],"features":[216],"real":[218],"time":[219],"(52":[220],"frames":[221],"per":[222],"second).":[223]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}