{"id":"https://openalex.org/W2006404449","doi":"https://doi.org/10.1109/icb.2012.6199789","title":"Identification of multi-spectral palmprints using energy compaction by Hybrid wavelet","display_name":"Identification of multi-spectral palmprints using energy compaction by Hybrid wavelet","publication_year":2012,"publication_date":"2012-03-01","ids":{"openalex":"https://openalex.org/W2006404449","doi":"https://doi.org/10.1109/icb.2012.6199789","mag":"2006404449"},"language":"en","primary_location":{"id":"doi:10.1109/icb.2012.6199789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icb.2012.6199789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 5th IAPR International Conference on Biometrics (ICB)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5111875208","display_name":"H. B. Kekre","orcid":null},"institutions":[{"id":"https://openalex.org/I226983648","display_name":"Narsee Monjee Institute of Management Studies","ror":"https://ror.org/04qksbm30","country_code":"IN","type":"education","lineage":["https://openalex.org/I226983648"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"H. B. Kekre","raw_affiliation_strings":["MPSTME, NMIMS, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MPSTME, NMIMS, Mumbai, India","institution_ids":["https://openalex.org/I226983648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015784664","display_name":"Rekha Vig","orcid":"https://orcid.org/0000-0002-0789-8840"},"institutions":[{"id":"https://openalex.org/I226983648","display_name":"Narsee Monjee Institute of Management Studies","ror":"https://ror.org/04qksbm30","country_code":"IN","type":"education","lineage":["https://openalex.org/I226983648"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rekha Vig","raw_affiliation_strings":["TSEC, Mumbai, India","MPSTME, NMIMS, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TSEC, Mumbai, India","institution_ids":[]},{"raw_affiliation_string":"MPSTME, NMIMS, Mumbai, India","institution_ids":["https://openalex.org/I226983648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087971296","display_name":"Saurabh Bisani","orcid":null},"institutions":[{"id":"https://openalex.org/I226983648","display_name":"Narsee Monjee Institute of Management Studies","ror":"https://ror.org/04qksbm30","country_code":"IN","type":"education","lineage":["https://openalex.org/I226983648"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saurabh Bisani","raw_affiliation_strings":["MPSTME, NMIMS, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MPSTME, NMIMS, Mumbai, India","institution_ids":["https://openalex.org/I226983648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028806333","display_name":"Tanuja Sarode","orcid":"https://orcid.org/0000-0002-2167-8289"},"institutions":[{"id":"https://openalex.org/I226983648","display_name":"Narsee Monjee Institute of Management Studies","ror":"https://ror.org/04qksbm30","country_code":"IN","type":"education","lineage":["https://openalex.org/I226983648"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tanuja Sarode","raw_affiliation_strings":["MPSTME, NMIMS, Mumbai, India","TSEC, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MPSTME, NMIMS, Mumbai, India","institution_ids":["https://openalex.org/I226983648"]},{"raw_affiliation_string":"TSEC, Mumbai, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057990286","display_name":"Pranay Naresh Arya","orcid":null},"institutions":[{"id":"https://openalex.org/I226983648","display_name":"Narsee Monjee Institute of Management Studies","ror":"https://ror.org/04qksbm30","country_code":"IN","type":"education","lineage":["https://openalex.org/I226983648"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pranay Arya","raw_affiliation_strings":["MPSTME, NMIMS, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MPSTME, NMIMS, Mumbai, India","institution_ids":["https://openalex.org/I226983648"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014835506","display_name":"Aashita Irani","orcid":null},"institutions":[{"id":"https://openalex.org/I226983648","display_name":"Narsee Monjee Institute of Management Studies","ror":"https://ror.org/04qksbm30","country_code":"IN","type":"education","lineage":["https://openalex.org/I226983648"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aashita Irani","raw_affiliation_strings":["MPSTME, NMIMS, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MPSTME, NMIMS, Mumbai, India","institution_ids":["https://openalex.org/I226983648"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I226983648"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"433","last_page":"438"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":1.0,"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"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9815999865531921,"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/T13192","display_name":"Forensic Fingerprint Detection Methods","score":0.9549999833106995,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.6886831521987915},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.6873947978019714},{"id":"https://openalex.org/keywords/kronecker-product","display_name":"Kronecker product","score":0.686065673828125},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6697673797607422},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6313872337341309},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6312973499298096},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.5817333459854126},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5699143409729004},{"id":"https://openalex.org/keywords/discrete-cosine-transform","display_name":"Discrete cosine transform","score":0.5606672763824463},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4841533303260803},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4742885231971741},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.4517495036125183},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.42196232080459595},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37704217433929443},{"id":"https://openalex.org/keywords/kronecker-delta","display_name":"Kronecker delta","score":0.3674079179763794},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.36498045921325684},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.333126425743103},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09949374198913574},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08638647198677063}],"concepts":[{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.6886831521987915},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.6873947978019714},{"id":"https://openalex.org/C46030957","wikidata":"https://www.wikidata.org/wiki/Q1238125","display_name":"Kronecker product","level":3,"score":0.686065673828125},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6697673797607422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6313872337341309},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6312973499298096},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.5817333459854126},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5699143409729004},{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.5606672763824463},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4841533303260803},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4742885231971741},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.4517495036125183},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.42196232080459595},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37704217433929443},{"id":"https://openalex.org/C39482219","wikidata":"https://www.wikidata.org/wiki/Q192826","display_name":"Kronecker delta","level":2,"score":0.3674079179763794},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.36498045921325684},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.333126425743103},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09949374198913574},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08638647198677063},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icb.2012.6199789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icb.2012.6199789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 5th IAPR International Conference on Biometrics (ICB)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1492614353","https://openalex.org/W1512114279","https://openalex.org/W1601727326","https://openalex.org/W1998008708","https://openalex.org/W2057093622","https://openalex.org/W2098052318","https://openalex.org/W2114214092","https://openalex.org/W2131801630","https://openalex.org/W2134909771","https://openalex.org/W2143407225","https://openalex.org/W2144025519","https://openalex.org/W2182966431","https://openalex.org/W2414790594","https://openalex.org/W3112293456","https://openalex.org/W4212783130","https://openalex.org/W4232894617","https://openalex.org/W4256555983","https://openalex.org/W6679254861","https://openalex.org/W6716293548"],"related_works":["https://openalex.org/W123417539","https://openalex.org/W4233239985","https://openalex.org/W2079407403","https://openalex.org/W2060299328","https://openalex.org/W2117336295","https://openalex.org/W2073634779","https://openalex.org/W3102722572","https://openalex.org/W2090103374","https://openalex.org/W1564288589","https://openalex.org/W577870507"],"abstract_inverted_index":{"Orthogonal":[0],"Transforms":[1],"and":[2,56,107],"Wavelets":[3],"can":[4,25,128],"be":[5,26],"used":[6,27,98],"to":[7,28,58,68,99],"extract":[8],"features":[9,33],"of":[10,21,34,41,50,88,103,112,116],"a":[11,42,82],"biometric":[12],"in":[13,110],"frequency":[14],"domain.":[15],"They":[16],"also":[17],"exhibit":[18],"the":[19,101,104,131],"property":[20],"energy":[22,64,74],"compaction":[23],"which":[24],"select":[29,69],"few":[30],"coefficients":[31,71],"as":[32],"an":[35],"image.":[36],"Here":[37],"we":[38],"make":[39],"use":[40],"Hybrid":[43],"wavelet,":[44],"generated":[45],"by":[46],"using":[47,118],"Kronecker":[48],"product":[49],"two":[51],"existing":[52],"orthogonal":[53],"transforms,":[54],"Walsh":[55],"DCT":[57],"identify":[59],"multi-spectral":[60,90],"palmprints.":[61],"A":[62],"threshold":[63],"value":[65],"is":[66,75,97],"chosen":[67],"all":[70],"whose":[72],"total":[73],"above":[76],"that":[77],"value.":[78],"One-to-many":[79],"identification":[80,132],"on":[81],"large":[83],"database":[84],"containing":[85],"3":[86],"sets":[87],"6000":[89],"palmprint":[91,135],"images":[92],"from":[93],"500":[94],"different":[95],"palms":[96],"validate":[100],"performance":[102],"proposed":[105],"method":[106,127],"matching":[108],"accuracy":[109],"terms":[111],"genuine":[113],"acceptance":[114],"ratio":[115],"99.979%":[117],"score":[119],"level":[120],"fusion":[121],"has":[122],"been":[123],"obtained.":[124],"Hence":[125],"this":[126],"significantly":[129],"improve":[130],"rates":[133],"for":[134],"images.":[136]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":7}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}