{"id":"https://openalex.org/W4390811437","doi":"https://doi.org/10.1007/s00521-023-09390-3","title":"Biometric systems for identification and verification scenarios using spatial footsteps components","display_name":"Biometric systems for identification and verification scenarios using spatial footsteps components","publication_year":2024,"publication_date":"2024-01-13","ids":{"openalex":"https://openalex.org/W4390811437","doi":"https://doi.org/10.1007/s00521-023-09390-3"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-023-09390-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-023-09390-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-023-09390-3.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"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":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00521-023-09390-3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090446336","display_name":"Ayman Iskandar","orcid":"https://orcid.org/0009-0003-9238-5875"},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Ayman Iskandar","raw_affiliation_strings":["Computer Science Department, Faculty of Computer and Information Sciences, Ain Shams University, Cairo, Egypt"],"raw_orcid":"https://orcid.org/0009-0003-9238-5875","affiliations":[{"raw_affiliation_string":"Computer Science Department, Faculty of Computer and Information Sciences, Ain Shams University, Cairo, Egypt","institution_ids":["https://openalex.org/I107720978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041720905","display_name":"Marco Alfonse","orcid":"https://orcid.org/0000-0003-0722-3218"},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]},{"id":"https://openalex.org/I50050410","display_name":"French University of Egypt","ror":"https://ror.org/017n1k193","country_code":"EG","type":"education","lineage":["https://openalex.org/I50050410"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Marco Alfonse","raw_affiliation_strings":["Computer Science Department, Faculty of Computer and Information Sciences, Ain Shams University, Cairo, Egypt","Laboratoire Interdisciplinaire de L\u2019Universit\u00e9 Fran\u00e7aise d\u2019\u00c9gypte (UFEID LAB), Universit\u00e9 Fran\u00e7aise d\u2019\u00c9gypte, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Faculty of Computer and Information Sciences, Ain Shams University, Cairo, Egypt","institution_ids":["https://openalex.org/I107720978"]},{"raw_affiliation_string":"Laboratoire Interdisciplinaire de L\u2019Universit\u00e9 Fran\u00e7aise d\u2019\u00c9gypte (UFEID LAB), Universit\u00e9 Fran\u00e7aise d\u2019\u00c9gypte, Cairo, Egypt","institution_ids":["https://openalex.org/I50050410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034587442","display_name":"Mohamed Roushdy","orcid":"https://orcid.org/0000-0002-9655-3229"},"institutions":[{"id":"https://openalex.org/I186217134","display_name":"Future University in Egypt","ror":"https://ror.org/03s8c2x09","country_code":"EG","type":"education","lineage":["https://openalex.org/I186217134"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohamed Roushdy","raw_affiliation_strings":["Computer Science Department, Faculty of Computers and Information Technology, Future University in Egypt, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Faculty of Computers and Information Technology, Future University in Egypt, Cairo, Egypt","institution_ids":["https://openalex.org/I186217134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047440961","display_name":"El-Sayed M. El-Horbaty","orcid":null},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"El-Sayed M. El-Horbaty","raw_affiliation_strings":["Computer Science Department, Faculty of Computer and Information Sciences, Ain Shams University, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Faculty of Computer and Information Sciences, Ain Shams University, Cairo, Egypt","institution_ids":["https://openalex.org/I107720978"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090446336"],"corresponding_institution_ids":["https://openalex.org/I107720978"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":0.8389,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.65317306,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"36","issue":"7","first_page":"3817","last_page":"3836"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9998000264167786,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9768000245094299,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.8843523859977722},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7647173404693604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6235882043838501},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6134842038154602},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5272951126098633},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.47561150789260864},{"id":"https://openalex.org/keywords/hand-geometry","display_name":"Hand geometry","score":0.44568926095962524},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4362605810165405},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4188563823699951},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.41255465149879456},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3749610185623169},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3514597415924072},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3447510302066803}],"concepts":[{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.8843523859977722},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7647173404693604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6235882043838501},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6134842038154602},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5272951126098633},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.47561150789260864},{"id":"https://openalex.org/C146318809","wikidata":"https://www.wikidata.org/wiki/Q3398332","display_name":"Hand geometry","level":3,"score":0.44568926095962524},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4362605810165405},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4188563823699951},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.41255465149879456},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3749610185623169},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3514597415924072},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3447510302066803},{"id":"https://openalex.org/C42407357","wikidata":"https://www.wikidata.org/wiki/Q521","display_name":"Physiology","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/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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-023-09390-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-023-09390-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-023-09390-3.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00521-023-09390-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-023-09390-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-023-09390-3.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"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":"Neural Computing and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321119","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390811437.pdf","grobid_xml":"https://content.openalex.org/works/W4390811437.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1479759015","https://openalex.org/W1586405805","https://openalex.org/W1616375282","https://openalex.org/W1646021195","https://openalex.org/W1988575427","https://openalex.org/W2030935251","https://openalex.org/W2073058541","https://openalex.org/W2075020252","https://openalex.org/W2097959561","https://openalex.org/W2117539524","https://openalex.org/W2145886116","https://openalex.org/W2487770199","https://openalex.org/W2576876098","https://openalex.org/W2786185471","https://openalex.org/W2903434285","https://openalex.org/W2949650786","https://openalex.org/W2981647338","https://openalex.org/W2989614433","https://openalex.org/W3008919732","https://openalex.org/W3035236770","https://openalex.org/W3116860964","https://openalex.org/W3136983700","https://openalex.org/W3202406646","https://openalex.org/W4231944402","https://openalex.org/W4307135222","https://openalex.org/W4312443924","https://openalex.org/W4316843156","https://openalex.org/W4318476511","https://openalex.org/W4385196142"],"related_works":["https://openalex.org/W4226022728","https://openalex.org/W3185413894","https://openalex.org/W2157001278","https://openalex.org/W2138832667","https://openalex.org/W1905194803","https://openalex.org/W1508148916","https://openalex.org/W2137411393","https://openalex.org/W2400094997","https://openalex.org/W2029196208","https://openalex.org/W1226648629"],"abstract_inverted_index":{"Abstract":[0],"Humans":[1],"are":[2,117,176,314],"distinguished":[3],"by":[4,74],"their":[5],"walking":[6,21],"patterns;":[7],"many":[8],"approaches,":[9],"including":[10],"using":[11,88,126,131,150,209],"various":[12],"types":[13],"of":[14,30,55,147,248,260,274,281,303,331,353],"sensors,":[15],"have":[16],"been":[17,163],"used":[18,177,315],"to":[19,165,178,204,239,316],"establish":[20],"patterns":[22],"as":[23,44,154,201],"biometrics.":[24],"By":[25],"studying":[26],"the":[27,81,85,89,104,120,127,155,180,241,261,284,321,336,343,358],"distinguishing":[28],"features":[29],"a":[31,72,144,202,245,265,271,278,293,300],"person's":[32],"footsteps,":[33],"footstep":[34,97,112,134],"recognition":[35],"may":[36],"be":[37],"utilized":[38],"in":[39,47,136,342],"numerous":[40],"security":[41],"applications,":[42],"such":[43],"managing":[45],"access":[46],"protected":[48],"locations":[49],"or":[50],"giving":[51],"an":[52,140,296,327,349],"additional":[53],"layer":[54],"biometric":[56,66,187,191,225,322,344],"verification":[57,345],"for":[58,68,111,212,216,221,236,283,295,307,335,357],"secure":[59],"admittance":[60],"into":[61,119],"restricted":[62],"regions.":[63],"We":[64,184],"proposed":[65,159],"systems":[67],"verifying":[69],"and":[70,102,143,149,172,218,255,270,290,299,311,333,338,355,360],"identifying":[71],"person":[73],"acquiring":[75],"spatial":[76],"foot":[77],"pressure":[78],"images":[79,115],"from":[80,84,99],"values":[82],"obtained":[83,326,348],"piezoelectric":[86],"sensors":[87],"Swansea":[90],"Foot":[91],"Biometric":[92],"Database,":[93],"which":[94,123],"contains":[95],"19,980":[96],"signals":[98,135,211,215,220,275,282,304],"127":[100],"users":[101,208],"is":[103,193,227],"most":[105],"prominent":[106],"open-source":[107],"gait":[108],"database":[109],"available":[110],"recognition.":[113],"The":[114,158,189,223],"acquired":[116],"fed":[118],"ConvNeXt":[121,160],"model,":[122],"was":[124],"trained":[125],"transfer":[128],"learning":[129,145],"technique,":[130],"16":[132],"stride":[133],"each":[137,237],"batch":[138],"with":[139,244],"Adam":[141],"optimizer":[142],"rate":[146,330,352],"0.0001,":[148],"sparse":[151],"categorical":[152],"cross-entropy":[153],"loss":[156],"function.":[157],"model":[161,200],"has":[162,264],"adjusted":[164],"acquire":[166],"512":[167],"feature":[168,174],"vectors":[169,175],"per":[170,268,276,305],"image,":[171],"these":[173],"train":[179],"logistic":[181,198,232],"regression":[182,199,233],"models.":[183],"propose":[185],"two":[186],"systems.":[188,319],"first":[190],"system":[192,226],"based":[194,228],"on":[195,229],"training":[196,230,250],"one":[197,235],"classifier":[203],"identify":[205],"40":[206,231,262],"different":[207,272,279,301],"1600":[210],"training,":[213],"6697":[214],"validation,":[217],"200":[219],"evaluation.":[222,308],"second":[224],"models,":[234],"user,":[238],"validate":[240],"user's":[242],"authenticity,":[243],"total":[246],"number":[247,273,280,302],"2363":[249],"signals,":[251,254,292],"7077":[252],"validation":[253,285,310,337,359],"500":[256],"evaluation":[257,312,339,361],"signals.":[258],"Each":[259],"models":[263],"40-training":[266],"signal":[267],"client":[269],"imposter,":[277],"that":[286],"ranges":[287],"between":[288],"8":[289],"650":[291],"5-signal":[294],"authenticated":[297],"client,":[298],"imposter":[306],"Independent":[309],"sets":[313],"evaluate":[317],"our":[318],"In":[320],"identification":[323],"system,":[324,346],"we":[325,347],"equal":[328,350],"error":[329,351],"15.30%":[332],"21.72%":[334],"sets,":[340],"while":[341],"6.97%":[354],"10.25%":[356],"sets.":[362]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
