{"id":"https://openalex.org/W2946374798","doi":"https://doi.org/10.1177/1550147719845276","title":"A novel pedestrian detection algorithm based on data fusion of face images","display_name":"A novel pedestrian detection algorithm based on data fusion of face images","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2946374798","doi":"https://doi.org/10.1177/1550147719845276","mag":"2946374798"},"language":"en","primary_location":{"id":"doi:10.1177/1550147719845276","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147719845276","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1177/1550147719845276","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100717376","display_name":"Jianhu Zheng","orcid":"https://orcid.org/0000-0002-3018-8038"},"institutions":[{"id":"https://openalex.org/I354108","display_name":"Minjiang University","ror":"https://ror.org/00s7tkw17","country_code":"CN","type":"education","lineage":["https://openalex.org/I354108"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianhu Zheng","raw_affiliation_strings":["School of Economic and Management, Fujian College\u2019s Research Base of Humanities and Social Science for Internet Innovation Research Center, Minjiang University, Fuzhou, China","School of Economic and Management, Fujian College's Research Base of Humanities and Social Science for Internet Innovation Research Center, Minjiang University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3018-8038","affiliations":[{"raw_affiliation_string":"School of Economic and Management, Fujian College\u2019s Research Base of Humanities and Social Science for Internet Innovation Research Center, Minjiang University, Fuzhou, China","institution_ids":["https://openalex.org/I354108"]},{"raw_affiliation_string":"School of Economic and Management, Fujian College's Research Base of Humanities and Social Science for Internet Innovation Research Center, Minjiang University, Fuzhou, China","institution_ids":["https://openalex.org/I354108"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018121089","display_name":"Jinshuan Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinshuan Peng","raw_affiliation_strings":["Chongqing Key Laboratory of Traffic and Transportation, Chongqing Jiaotong University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Traffic and Transportation, Chongqing Jiaotong University, Chongqing, China","institution_ids":["https://openalex.org/I63371133"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100717376"],"corresponding_institution_ids":["https://openalex.org/I354108"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":0.58,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.68354529,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":"15","issue":"5","first_page":"155014771984527","last_page":"155014771984527"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9983000159263611,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9983000159263611,"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/T10057","display_name":"Face and Expression Recognition","score":0.9933000206947327,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8551756143569946},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.607345700263977},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5872119069099426},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5342874526977539},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.4615817666053772},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45999133586883545},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45277079939842224},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44978272914886475},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.4374852776527405},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4049341082572937},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3829506039619446},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33700448274612427}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8551756143569946},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.607345700263977},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5872119069099426},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5342874526977539},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.4615817666053772},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45999133586883545},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45277079939842224},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44978272914886475},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.4374852776527405},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4049341082572937},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3829506039619446},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33700448274612427},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/1550147719845276","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147719845276","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:sae:intdis:v:15:y:2019:i:5:p:1550147719845276","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1177/1550147719845276","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:6bcd7c378d5440b5ba9d12eb739f31ed","is_oa":true,"landing_page_url":"https://doaj.org/article/6bcd7c378d5440b5ba9d12eb739f31ed","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":"International Journal of Distributed Sensor Networks, Vol 15 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1177/1550147719845276","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147719845276","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G1087141778","display_name":null,"funder_award_id":"2016J01757","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G6048791090","display_name":null,"funder_award_id":"61503049","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1504081580","https://openalex.org/W1721634477","https://openalex.org/W1966759576","https://openalex.org/W1968467469","https://openalex.org/W1973561392","https://openalex.org/W1983474530","https://openalex.org/W1999597776","https://openalex.org/W2013261143","https://openalex.org/W2013661714","https://openalex.org/W2058810853","https://openalex.org/W2123042102","https://openalex.org/W2140224582","https://openalex.org/W2152788298","https://openalex.org/W2159693110","https://openalex.org/W2521788491","https://openalex.org/W2591940486","https://openalex.org/W2606794139","https://openalex.org/W2783499052","https://openalex.org/W2793837308","https://openalex.org/W2887547408","https://openalex.org/W2963689635"],"related_works":["https://openalex.org/W1967587236","https://openalex.org/W2098693229","https://openalex.org/W2132337154","https://openalex.org/W2384651879","https://openalex.org/W2336272890","https://openalex.org/W4308999381","https://openalex.org/W3183843611","https://openalex.org/W4312238398","https://openalex.org/W3211418293","https://openalex.org/W4308999963"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,8,21,39,68,79,131,140,169],"facilitate":[3],"effective":[4],"crime":[5],"prevention":[6],"and":[7,41,53,196],"issue":[9],"timely":[10],"warnings":[11],"for":[12,65],"the":[13,23,35,46,58,74,107,136,156,163,171,174],"sake":[14],"of":[15,26,82,126,173],"public":[16],"security,":[17],"it":[18],"is":[19,34,67,77,122],"important":[20],"pinpoint":[22],"accurate":[24],"position":[25],"particular":[27],"pedestrians":[28],"in":[29],"crowded":[30],"areas.":[31],"Face":[32],"recognition":[33,48,103,176],"most":[36],"popular":[37],"method":[38],"detect":[40],"track":[42],"pedestrian":[43,92],"movement.":[44],"During":[45],"face":[47,76,97,102],"process,":[49],"feature":[50,59],"classification":[51],"ability":[52],"reliability":[54],"are":[55],"determined":[56],"by":[57],"extraction":[60],"methods.":[61],"The":[62,178],"primary":[63],"challenge":[64],"researchers":[66],"obtain":[69],"a":[70,90,101,115,123,145],"stable":[71],"result":[72,180],"while":[73],"targeted":[75],"subject":[78],"varying":[80],"conditions\u2014particularly":[81],"illumination.":[83],"To":[84],"address":[85],"this":[86,152],"issue,":[87],"we":[88,154],"propose":[89],"novel":[91],"detection":[93],"algorithm":[94,104,168,184],"with":[95,162,190],"multisource":[96],"images,":[98],"which":[99],"involves":[100],"based":[105],"on":[106],"conjugate":[108,157],"orthonormalized":[109,158],"partial":[110,159],"least-squares":[111,160],"regression":[112,161],"analysis":[113],"under":[114],"complex":[116],"lighting":[117],"environment.":[118],"Statistical":[119],"learning":[120],"theory":[121],"research":[124],"specialization":[125],"machine":[127,167],"learning,":[128],"especially":[129],"applicable":[130],"small":[132],"samples.":[133],"Building":[134],"upon":[135],"theoretical":[137],"principles":[138],"used":[139],"solve":[141],"small-sample":[142],"statistical":[143],"problems,":[144],"new":[146],"hypothesis":[147],"has":[148],"been":[149],"developed;":[150],"using":[151],"concept,":[153],"integrate":[155],"revised":[164],"support":[165],"vector":[166],"undertake":[170],"solution":[172],"facial":[175],"problem.":[177],"experimental":[179],"proves":[181],"that":[182],"our":[183],"achieves":[185],"better":[186],"performance":[187],"when":[188],"compared":[189],"other":[191],"state-of-the-art":[192],"methodologies,":[193],"both":[194],"numerically":[195],"visually.":[197]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
