{"id":"https://openalex.org/W4409354433","doi":"https://doi.org/10.1088/2634-4386/adcbcb","title":"Edge neuro-statistical learning for event-based visual motion detection and tracking in roadside safety systems","display_name":"Edge neuro-statistical learning for event-based visual motion detection and tracking in roadside safety systems","publication_year":2025,"publication_date":"2025-04-11","ids":{"openalex":"https://openalex.org/W4409354433","doi":"https://doi.org/10.1088/2634-4386/adcbcb"},"language":"en","primary_location":{"id":"doi:10.1088/2634-4386/adcbcb","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/adcbcb","pdf_url":null,"source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1088/2634-4386/adcbcb","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058528561","display_name":"Cristian Axenie","orcid":"https://orcid.org/0000-0001-6184-0546"},"institutions":[{"id":"https://openalex.org/I4210100612","display_name":"Georg Simon Ohm University of Applied Sciences Nuremberg","ror":"https://ror.org/00nggaz43","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210100612"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Cristian Axenie","raw_affiliation_strings":["Department of Computer Science and Center for Artificial Intelligence, Technische Hochschule N\u00fcrnberg Georg Simon Ohm, Kelerplatz 12, 90489 N\u00fcrnberg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6184-0546","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Center for Artificial Intelligence, Technische Hochschule N\u00fcrnberg Georg Simon Ohm, Kelerplatz 12, 90489 N\u00fcrnberg, Germany","institution_ids":["https://openalex.org/I4210100612"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117108795","display_name":"Ertan Halilov","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100612","display_name":"Georg Simon Ohm University of Applied Sciences Nuremberg","ror":"https://ror.org/00nggaz43","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210100612"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ertan Halilov","raw_affiliation_strings":["Department of Computer Science and Center for Artificial Intelligence, Technische Hochschule N\u00fcrnberg Georg Simon Ohm, Kelerplatz 12, 90489 N\u00fcrnberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Center for Artificial Intelligence, Technische Hochschule N\u00fcrnberg Georg Simon Ohm, Kelerplatz 12, 90489 N\u00fcrnberg, Germany","institution_ids":["https://openalex.org/I4210100612"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112153826","display_name":"Julian Main","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100612","display_name":"Georg Simon Ohm University of Applied Sciences Nuremberg","ror":"https://ror.org/00nggaz43","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210100612"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Julian Main","raw_affiliation_strings":["Department of Computer Science and Center for Artificial Intelligence, Technische Hochschule N\u00fcrnberg Georg Simon Ohm, Kelerplatz 12, 90489 N\u00fcrnberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Center for Artificial Intelligence, Technische Hochschule N\u00fcrnberg Georg Simon Ohm, Kelerplatz 12, 90489 N\u00fcrnberg, Germany","institution_ids":["https://openalex.org/I4210100612"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057716539","display_name":"David Wei\u00df","orcid":"https://orcid.org/0000-0002-7494-2987"},"institutions":[{"id":"https://openalex.org/I4210100612","display_name":"Georg Simon Ohm University of Applied Sciences Nuremberg","ror":"https://ror.org/00nggaz43","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210100612"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"David Weiss","raw_affiliation_strings":["Department of Computer Science and Center for Artificial Intelligence, Technische Hochschule N\u00fcrnberg Georg Simon Ohm, Kelerplatz 12, 90489 N\u00fcrnberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Center for Artificial Intelligence, Technische Hochschule N\u00fcrnberg Georg Simon Ohm, Kelerplatz 12, 90489 N\u00fcrnberg, Germany","institution_ids":["https://openalex.org/I4210100612"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058528561"],"corresponding_institution_ids":["https://openalex.org/I4210100612"],"apc_list":{"value":2000,"currency":"GBP","value_usd":2453},"apc_paid":{"value":2000,"currency":"GBP","value_usd":2453},"fwci":6.1193,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.956238,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"5","issue":"2","first_page":"024003","last_page":"024003"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9007999897003174,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6567175984382629},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6480405330657959},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6089472770690918},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5712352991104126},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5679358839988708},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5613481998443604},{"id":"https://openalex.org/keywords/statistical-learning","display_name":"Statistical learning","score":0.4964445233345032},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4926145672798157},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11271139979362488}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6567175984382629},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6480405330657959},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6089472770690918},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5712352991104126},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5679358839988708},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5613481998443604},{"id":"https://openalex.org/C2982736386","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Statistical learning","level":2,"score":0.4964445233345032},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4926145672798157},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11271139979362488},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1088/2634-4386/adcbcb","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/adcbcb","pdf_url":null,"source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e52c89eb52ab4eba99ba152c7c22edbe","is_oa":true,"landing_page_url":"https://doaj.org/article/e52c89eb52ab4eba99ba152c7c22edbe","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":"Neuromorphic Computing and Engineering, Vol 5, Iss 2, p 024003 (2025)","raw_type":"article"},{"id":"pmh:oai:kobv.de-opus4-th-nuernberg:3812","is_oa":true,"landing_page_url":"https://opus4.kobv.de/opus4-ohm/frontdoor/index/index/docId/3812","pdf_url":null,"source":{"id":"https://openalex.org/S4306401730","display_name":"OHMdok (Technische Hochschule N\u00fcrnberg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210100612","host_organization_name":"Georg Simon Ohm University of Applied Sciences Nuremberg","host_organization_lineage":["https://openalex.org/I4210100612"],"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":null,"raw_type":"doc-type:article"}],"best_oa_location":{"id":"doi:10.1088/2634-4386/adcbcb","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/adcbcb","pdf_url":null,"source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2084086966","https://openalex.org/W2023861399","https://openalex.org/W2730915376","https://openalex.org/W2626306547","https://openalex.org/W2021396365","https://openalex.org/W2394134009","https://openalex.org/W2119515433","https://openalex.org/W2009561238","https://openalex.org/W1340065","https://openalex.org/W2764080676"],"abstract_inverted_index":{"Abstract":[0],"The":[1,41,72],"Vision":[2,67],"Zero":[3,68],"Program\u2019s":[4],"purpose":[5],"is":[6,26],"to":[7,27,37],"reduce":[8],"traffic-related":[9],"fatalities":[10],"and":[11,18,33,53,84,91,95,111,122],"serious":[12],"injuries":[13],"while":[14,113],"promoting":[15],"equitable,":[16],"safe,":[17],"healthy":[19],"mobility":[20],"for":[21,64,88],"all.":[22],"Ultimately,":[23],"the":[24,31,59,65,89,103,115,118],"challenge":[25],"detect":[28],"pedestrians":[29,94],"during":[30],"day":[32],"especially":[34],"at":[35],"night":[36],"implement":[38],"safety":[39],"measures.":[40],"current":[42],"study":[43],"introduces":[44],"an":[45],"award-winning":[46],"low-power":[47],"solution":[48,73,121],"employing":[49],"neuromorphic":[50,77],"visual":[51],"sensing":[52],"hybrid":[54],"neuro-statistical":[55,119],"processing":[56],"developed":[57],"by":[58],"Technische":[60],"Hochschule":[61],"N\u00fcrnberg":[62],"team":[63],"TinyML":[66],"San":[69],"Jose":[70],"Competition.":[71],"proposes":[74],"a":[75,99],"novel":[76],"edge":[78,120],"fusion":[79],"of":[80,93,102,117],"spiking":[81],"neural":[82],"networks":[83],"event-based":[85],"expectation":[86],"maximization":[87],"detection":[90,104],"tracking":[92],"bicyclists.":[96],"We":[97],"provide":[98],"deployment-ready":[100],"evaluation":[101],"performance":[105],"along":[106],"with":[107],"robustness,":[108],"energy":[109],"footprint,":[110],"weatherization":[112],"emphasizing":[114],"advantages":[116],"its":[123],"city-level":[124],"scaling":[125],"capabilities.":[126]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-08T15:41:06.802602","created_date":"2025-10-10T00:00:00"}