{"id":"https://openalex.org/W4297491117","doi":"https://doi.org/10.3390/s22197308","title":"Recent Advances in Counterfeit Art, Document, Photo, Hologram, and Currency Detection Using Hyperspectral Imaging","display_name":"Recent Advances in Counterfeit Art, Document, Photo, Hologram, and Currency Detection Using Hyperspectral Imaging","publication_year":2022,"publication_date":"2022-09-26","ids":{"openalex":"https://openalex.org/W4297491117","doi":"https://doi.org/10.3390/s22197308","pmid":"https://pubmed.ncbi.nlm.nih.gov/36236407"},"language":"en","primary_location":{"id":"doi:10.3390/s22197308","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197308","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7308/pdf?version=1664250520","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/19/7308/pdf?version=1664250520","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102923524","display_name":"Shuan-Yu Huang","orcid":"https://orcid.org/0009-0006-2639-9031"},"institutions":[{"id":"https://openalex.org/I882009436","display_name":"Central Taiwan University of Science and Technology","ror":"https://ror.org/03d4d3711","country_code":"TW","type":"education","lineage":["https://openalex.org/I882009436"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shuan-Yu Huang","raw_affiliation_strings":["Department of Optometry, Central Taiwan University of Science and Technology, No. 666, Buzih Road, Beitun District, Taichung City 406053, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Optometry, Central Taiwan University of Science and Technology, No. 666, Buzih Road, Beitun District, Taichung City 406053, Taiwan","institution_ids":["https://openalex.org/I882009436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069872673","display_name":"Arvind Mukundan","orcid":"https://orcid.org/0000-0002-7741-3722"},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]},{"id":"https://openalex.org/I4210155601","display_name":"Innovative Research (United States)","ror":"https://ror.org/04dec0k98","country_code":"US","type":"company","lineage":["https://openalex.org/I4210155601"]}],"countries":["TW","US"],"is_corresponding":false,"raw_author_name":"Arvind Mukundan","raw_affiliation_strings":["Department of Mechanical Engineering, Advanced Institute of Manufacturing with High Tech Innovations (AIM-HI), Center for Innovative Research on Aging Society (CIRAS), National Chung Cheng University, 168, University Rd., Min Hsiung, Chia Yi 62102, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-7741-3722","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Advanced Institute of Manufacturing with High Tech Innovations (AIM-HI), Center for Innovative Research on Aging Society (CIRAS), National Chung Cheng University, 168, University Rd., Min Hsiung, Chia Yi 62102, Taiwan","institution_ids":["https://openalex.org/I148099254","https://openalex.org/I4210155601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034165582","display_name":"Yu-Ming Tsao","orcid":null},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]},{"id":"https://openalex.org/I4210155601","display_name":"Innovative Research (United States)","ror":"https://ror.org/04dec0k98","country_code":"US","type":"company","lineage":["https://openalex.org/I4210155601"]}],"countries":["TW","US"],"is_corresponding":false,"raw_author_name":"Yu-Ming Tsao","raw_affiliation_strings":["Department of Mechanical Engineering, Advanced Institute of Manufacturing with High Tech Innovations (AIM-HI), Center for Innovative Research on Aging Society (CIRAS), National Chung Cheng University, 168, University Rd., Min Hsiung, Chia Yi 62102, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Advanced Institute of Manufacturing with High Tech Innovations (AIM-HI), Center for Innovative Research on Aging Society (CIRAS), National Chung Cheng University, 168, University Rd., Min Hsiung, Chia Yi 62102, Taiwan","institution_ids":["https://openalex.org/I148099254","https://openalex.org/I4210155601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048739111","display_name":"Youngjo Kim","orcid":"https://orcid.org/0000-0001-5157-4010"},"institutions":[{"id":"https://openalex.org/I4210140868","display_name":"Far Eastern University","ror":"https://ror.org/045dhqd98","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210140868"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Youngjo Kim","raw_affiliation_strings":["Department of Mechanical Engineering, Far Eastern University, P. Paredes St., Sampaloc, Manila 1015, Philippines"],"raw_orcid":"https://orcid.org/0000-0001-5157-4010","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Far Eastern University, P. Paredes St., Sampaloc, Manila 1015, Philippines","institution_ids":["https://openalex.org/I4210140868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089714231","display_name":"Fen-Chi Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118607","display_name":"Kaohsiung Armed Forces General Hospital","ror":"https://ror.org/026zpz859","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210118607"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Fen-Chi Lin","raw_affiliation_strings":["Department of Ophthalmology, Kaohsiung Armed Forces General Hospital, 2, Zhongzheng 1st Rd., Lingya District, Kaohsiung City 80284, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Kaohsiung Armed Forces General Hospital, 2, Zhongzheng 1st Rd., Lingya District, Kaohsiung City 80284, Taiwan","institution_ids":["https://openalex.org/I4210118607"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052246876","display_name":"Hsiang\u2010Chen Wang","orcid":"https://orcid.org/0000-0003-4107-2062"},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]},{"id":"https://openalex.org/I4210155601","display_name":"Innovative Research (United States)","ror":"https://ror.org/04dec0k98","country_code":"US","type":"company","lineage":["https://openalex.org/I4210155601"]}],"countries":["TW","US"],"is_corresponding":true,"raw_author_name":"Hsiang-Chen Wang","raw_affiliation_strings":["Department of Mechanical Engineering, Advanced Institute of Manufacturing with High Tech Innovations (AIM-HI), Center for Innovative Research on Aging Society (CIRAS), National Chung Cheng University, 168, University Rd., Min Hsiung, Chia Yi 62102, Taiwan"],"raw_orcid":"https://orcid.org/0000-0003-4107-2062","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Advanced Institute of Manufacturing with High Tech Innovations (AIM-HI), Center for Innovative Research on Aging Society (CIRAS), National Chung Cheng University, 168, University Rd., Min Hsiung, Chia Yi 62102, Taiwan","institution_ids":["https://openalex.org/I148099254","https://openalex.org/I4210155601"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5052246876","https://openalex.org/A5089714231"],"corresponding_institution_ids":["https://openalex.org/I148099254","https://openalex.org/I4210118607","https://openalex.org/I4210155601"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":4.5362,"has_fulltext":true,"cited_by_count":63,"citation_normalized_percentile":{"value":0.96345397,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"22","issue":"19","first_page":"7308","last_page":"7308"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection","score":0.9976999759674072,"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/T14319","display_name":"Currency Recognition and Detection","score":0.9976999759674072,"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/T11212","display_name":"Cultural Heritage Materials Analysis","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/counterfeit","display_name":"Counterfeit","score":0.9004303216934204},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.7820343375205994},{"id":"https://openalex.org/keywords/sophistication","display_name":"Sophistication","score":0.7392371296882629},{"id":"https://openalex.org/keywords/currency","display_name":"Currency","score":0.638124942779541},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5949663519859314},{"id":"https://openalex.org/keywords/holography","display_name":"Holography","score":0.46400800347328186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28890442848205566},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11061564087867737},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.10722312331199646},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.08144891262054443}],"concepts":[{"id":"https://openalex.org/C2779356469","wikidata":"https://www.wikidata.org/wiki/Q502918","display_name":"Counterfeit","level":2,"score":0.9004303216934204},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.7820343375205994},{"id":"https://openalex.org/C168725872","wikidata":"https://www.wikidata.org/wiki/Q991663","display_name":"Sophistication","level":2,"score":0.7392371296882629},{"id":"https://openalex.org/C141121606","wikidata":"https://www.wikidata.org/wiki/Q8142","display_name":"Currency","level":2,"score":0.638124942779541},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5949663519859314},{"id":"https://openalex.org/C187590223","wikidata":"https://www.wikidata.org/wiki/Q527628","display_name":"Holography","level":2,"score":0.46400800347328186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28890442848205566},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11061564087867737},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.10722312331199646},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.08144891262054443},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C556758197","wikidata":"https://www.wikidata.org/wiki/Q580018","display_name":"Monetary economics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000081862","descriptor_name":"Hyperspectral Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000081862","descriptor_name":"Hyperspectral Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000081862","descriptor_name":"Hyperspectral Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000081862","descriptor_name":"Hyperspectral Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22197308","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197308","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7308/pdf?version=1664250520","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36236407","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36236407","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:b7b1d42948f84c2d93d4d42e7c0260ba","is_oa":true,"landing_page_url":"https://doaj.org/article/b7b1d42948f84c2d93d4d42e7c0260ba","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 19, p 7308 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/19/7308/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22197308","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 19; Pages: 7308","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9571956","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9571956","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22197308","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197308","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7308/pdf?version=1664250520","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1237566063","display_name":null,"funder_award_id":"111-2221-E-194-007","funder_id":"https://openalex.org/F4320328787","funder_display_name":"Kaohsiung Armed Forces General Hospital"},{"id":"https://openalex.org/G20783840","display_name":null,"funder_award_id":"NSTC 111-2221-E-194-007","funder_id":"https://openalex.org/F2461203286","funder_display_name":"National Science and Technology Council"},{"id":"https://openalex.org/G2667145588","display_name":null,"funder_award_id":"NSTC 110-2634-F-194-006","funder_id":"https://openalex.org/F2461203286","funder_display_name":"National Science and Technology Council"},{"id":"https://openalex.org/G4117167767","display_name":null,"funder_award_id":"NSTC 110-2634-F-194-006","funder_id":"https://openalex.org/F4320328787","funder_display_name":"Kaohsiung Armed Forces General Hospital"},{"id":"https://openalex.org/G5001066888","display_name":null,"funder_award_id":"NSTC 110-2634-F-194-006","funder_id":"https://openalex.org/F1253847380","funder_display_name":"Center for Industrial Research and Service, Iowa State University"},{"id":"https://openalex.org/G5014223545","display_name":null,"funder_award_id":"109-032","funder_id":"https://openalex.org/F1253847380","funder_display_name":"Center for Industrial Research and Service, Iowa State University"},{"id":"https://openalex.org/G6481524522","display_name":null,"funder_award_id":"109-032","funder_id":"https://openalex.org/F4320328787","funder_display_name":"Kaohsiung Armed Forces General Hospital"},{"id":"https://openalex.org/G8405301601","display_name":null,"funder_award_id":"111-2221-E-194-007","funder_id":"https://openalex.org/F1253847380","funder_display_name":"Center for Industrial Research and Service, Iowa State University"}],"funders":[{"id":"https://openalex.org/F1253847380","display_name":"Center for Industrial Research and Service, Iowa State University","ror":null},{"id":"https://openalex.org/F2461203286","display_name":"National Science and Technology Council","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320328787","display_name":"Kaohsiung Armed Forces General Hospital","ror":"https://ror.org/026zpz859"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4297491117.pdf","grobid_xml":"https://content.openalex.org/works/W4297491117.grobid-xml"},"referenced_works_count":188,"referenced_works":["https://openalex.org/W118877275","https://openalex.org/W344211390","https://openalex.org/W862884309","https://openalex.org/W1522437597","https://openalex.org/W1563088657","https://openalex.org/W1567576711","https://openalex.org/W1600877088","https://openalex.org/W1963707053","https://openalex.org/W1964315230","https://openalex.org/W1982644157","https://openalex.org/W1988627293","https://openalex.org/W1990302003","https://openalex.org/W1993047297","https://openalex.org/W1994574823","https://openalex.org/W1998093007","https://openalex.org/W2000585886","https://openalex.org/W2001058351","https://openalex.org/W2001298023","https://openalex.org/W2007449884","https://openalex.org/W2010425362","https://openalex.org/W2012797058","https://openalex.org/W2013482901","https://openalex.org/W2013932364","https://openalex.org/W2016268312","https://openalex.org/W2021355097","https://openalex.org/W2022292358","https://openalex.org/W2024458339","https://openalex.org/W2027669970","https://openalex.org/W2028322699","https://openalex.org/W2036129714","https://openalex.org/W2042436931","https://openalex.org/W2045032759","https://openalex.org/W2045540557","https://openalex.org/W2046949580","https://openalex.org/W2046995795","https://openalex.org/W2047667198","https://openalex.org/W2052195912","https://openalex.org/W2055069115","https://openalex.org/W2057119898","https://openalex.org/W2060200379","https://openalex.org/W2069231830","https://openalex.org/W2071669330","https://openalex.org/W2073144795","https://openalex.org/W2076356939","https://openalex.org/W2079110872","https://openalex.org/W2082569033","https://openalex.org/W2084243822","https://openalex.org/W2087080155","https://openalex.org/W2087227497","https://openalex.org/W2087263574","https://openalex.org/W2091083791","https://openalex.org/W2091650778","https://openalex.org/W2098136451","https://openalex.org/W2103090608","https://openalex.org/W2103304742","https://openalex.org/W2104033477","https://openalex.org/W2104137309","https://openalex.org/W2104417513","https://openalex.org/W2104437233","https://openalex.org/W2104877815","https://openalex.org/W2112229432","https://openalex.org/W2119681632","https://openalex.org/W2128400733","https://openalex.org/W2133903890","https://openalex.org/W2138134395","https://openalex.org/W2143277109","https://openalex.org/W2164847484","https://openalex.org/W2167110990","https://openalex.org/W2168809519","https://openalex.org/W2172245149","https://openalex.org/W2287681613","https://openalex.org/W2309346848","https://openalex.org/W2315408420","https://openalex.org/W2338189109","https://openalex.org/W2338459354","https://openalex.org/W2353562050","https://openalex.org/W2409433819","https://openalex.org/W2409737645","https://openalex.org/W2429883782","https://openalex.org/W2433982150","https://openalex.org/W2468701504","https://openalex.org/W2481105521","https://openalex.org/W2499682827","https://openalex.org/W2506092911","https://openalex.org/W2506166552","https://openalex.org/W2523117346","https://openalex.org/W2526455546","https://openalex.org/W2536776423","https://openalex.org/W2541546981","https://openalex.org/W2563958891","https://openalex.org/W2572150292","https://openalex.org/W2580200529","https://openalex.org/W2587839877","https://openalex.org/W2591916814","https://openalex.org/W2594101202","https://openalex.org/W2597943773","https://openalex.org/W2602899523","https://openalex.org/W2604248315","https://openalex.org/W2728281565","https://openalex.org/W2744313070","https://openalex.org/W2753951468","https://openalex.org/W2766359225","https://openalex.org/W2790349931","https://openalex.org/W2790757392","https://openalex.org/W2795543531","https://openalex.org/W2799907662","https://openalex.org/W2803552875","https://openalex.org/W2874101799","https://openalex.org/W2885245418","https://openalex.org/W2887607052","https://openalex.org/W2890455271","https://openalex.org/W2890748224","https://openalex.org/W2893209228","https://openalex.org/W2898377522","https://openalex.org/W2909214391","https://openalex.org/W2911953879","https://openalex.org/W2912485667","https://openalex.org/W2912940386","https://openalex.org/W2916564579","https://openalex.org/W2943974150","https://openalex.org/W2947976683","https://openalex.org/W2955060354","https://openalex.org/W2964146055","https://openalex.org/W2969594882","https://openalex.org/W2980960531","https://openalex.org/W2987749076","https://openalex.org/W2992889936","https://openalex.org/W2998181483","https://openalex.org/W3003930371","https://openalex.org/W3014157620","https://openalex.org/W3022867133","https://openalex.org/W3024589943","https://openalex.org/W3029912995","https://openalex.org/W3031041029","https://openalex.org/W3034097172","https://openalex.org/W3035597286","https://openalex.org/W3036803677","https://openalex.org/W3041376937","https://openalex.org/W3044300528","https://openalex.org/W3076236071","https://openalex.org/W3083607851","https://openalex.org/W3084659480","https://openalex.org/W3084837759","https://openalex.org/W3091771023","https://openalex.org/W3092583018","https://openalex.org/W3093135044","https://openalex.org/W3098673550","https://openalex.org/W3115490817","https://openalex.org/W3119839606","https://openalex.org/W3124178147","https://openalex.org/W3127159357","https://openalex.org/W3133496398","https://openalex.org/W3161071332","https://openalex.org/W3185975515","https://openalex.org/W3198173103","https://openalex.org/W3199596098","https://openalex.org/W3200382229","https://openalex.org/W3202558614","https://openalex.org/W3209174539","https://openalex.org/W3217775455","https://openalex.org/W4205320572","https://openalex.org/W4206390172","https://openalex.org/W4213156767","https://openalex.org/W4224296459","https://openalex.org/W4224865297","https://openalex.org/W4233367343","https://openalex.org/W4246593473","https://openalex.org/W4282572406","https://openalex.org/W4287218132","https://openalex.org/W4288456981","https://openalex.org/W4292974999","https://openalex.org/W4294131628","https://openalex.org/W4296424439","https://openalex.org/W6608341004","https://openalex.org/W6611558821","https://openalex.org/W6641337122","https://openalex.org/W6662101596","https://openalex.org/W6662281269","https://openalex.org/W6673230843","https://openalex.org/W6698126054","https://openalex.org/W6713914433","https://openalex.org/W6735713313","https://openalex.org/W6754479038","https://openalex.org/W6782918030","https://openalex.org/W6788326124","https://openalex.org/W6789444787","https://openalex.org/W6828434298","https://openalex.org/W7065335535"],"related_works":["https://openalex.org/W2361012381","https://openalex.org/W4285273740","https://openalex.org/W4306877159","https://openalex.org/W1641407449","https://openalex.org/W2888197513","https://openalex.org/W2793764186","https://openalex.org/W3209719763","https://openalex.org/W2350543474","https://openalex.org/W4318406995","https://openalex.org/W2567711845"],"abstract_inverted_index":{"Forgery":[0],"and":[1,12,69,78,86,115],"tampering":[2],"continue":[3],"to":[4,19,27,50],"provide":[5],"unnecessary":[6],"economic":[7],"burdens.":[8],"Although":[9],"new":[10],"anti-forgery":[11],"counterfeiting":[13],"technologies":[14],"arise,":[15],"they":[16],"inadvertently":[17],"lead":[18],"the":[20,40,46,66,73,104],"sophistication":[21],"of":[22,45,60,72,91,94],"forgery":[23],"techniques":[24,49],"over":[25],"time,":[26],"a":[28,58,88],"point":[29],"where":[30],"detection":[31],"is":[32,54],"no":[33],"longer":[34],"viable":[35],"without":[36],"technological":[37],"aid.":[38],"Among":[39],"various":[41],"optical":[42],"techniques,":[43],"one":[44],"recently":[47],"used":[48,108],"detect":[51],"counterfeit":[52,110],"products":[53],"HSI,":[55],"which":[56],"captures":[57],"range":[59],"electromagnetic":[61],"data.":[62],"To":[63],"aid":[64],"in":[65,109],"further":[67],"exploration":[68],"eventual":[70],"application":[71],"technique,":[74],"this":[75,92],"study":[76],"categorizes":[77],"summarizes":[79],"existing":[80],"related":[81],"studies":[82],"on":[83,103],"hyperspectral":[84],"imaging":[85],"creates":[87],"mini":[89],"meta-analysis":[90],"stream":[93],"literature.":[95],"The":[96],"literature":[97],"review":[98],"has":[99,107],"been":[100],"classified":[101],"based":[102],"product":[105],"HSI":[106],"documents,":[111],"photos,":[112],"holograms,":[113],"artwork,":[114],"currency":[116],"detection.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":26},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}