{"id":"https://openalex.org/W4400230271","doi":"https://doi.org/10.1109/iscas58744.2024.10558174","title":"Live Demonstration: Real-Time Object Detection &amp; Classification System in IoT with Dynamic Neuromorphic Vision Sensors","display_name":"Live Demonstration: Real-Time Object Detection &amp; Classification System in IoT with Dynamic Neuromorphic Vision Sensors","publication_year":2024,"publication_date":"2024-05-19","ids":{"openalex":"https://openalex.org/W4400230271","doi":"https://doi.org/10.1109/iscas58744.2024.10558174"},"language":"en","primary_location":{"id":"doi:10.1109/iscas58744.2024.10558174","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iscas58744.2024.10558174","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"},"type":"article","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/A5102884475","display_name":"Zehao Li","orcid":"https://orcid.org/0000-0002-2003-1125"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Zehao Li","raw_affiliation_strings":["Nanyang Technological University,School of Electrical and Electronic Engineering"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,School of Electrical and Electronic Engineering","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023237216","display_name":"Wenhao Lu","orcid":"https://orcid.org/0000-0001-8660-2886"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wenhao Lu","raw_affiliation_strings":["Nanyang Technological University,School of Electrical and Electronic Engineering"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,School of Electrical and Electronic Engineering","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036989019","display_name":"Yuncheng Lu","orcid":"https://orcid.org/0000-0003-0465-942X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuncheng Lu","raw_affiliation_strings":["Nanyang Technological University,School of Electrical and Electronic Engineering"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,School of Electrical and Electronic Engineering","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100759021","display_name":"Junying Li","orcid":"https://orcid.org/0000-0003-0405-9352"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Junying Li","raw_affiliation_strings":["Nanyang Technological University,School of Electrical and Electronic Engineering"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,School of Electrical and Electronic Engineering","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033093496","display_name":"Yucen Shi","orcid":"https://orcid.org/0000-0002-5717-4090"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yucen Shi","raw_affiliation_strings":["Nanyang Technological University,School of Electrical and Electronic Engineering"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,School of Electrical and Electronic Engineering","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016044907","display_name":"Yuanjin Zheng","orcid":"https://orcid.org/0000-0002-5768-367X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuanjin Zheng","raw_affiliation_strings":["Nanyang Technological University,School of Electrical and Electronic Engineering"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,School of Electrical and Electronic Engineering","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076628109","display_name":"Tony Tae-Hyoung Kim","orcid":"https://orcid.org/0000-0002-1779-1799"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tony Tae-Hyoung Kim","raw_affiliation_strings":["Nanyang Technological University,School of Electrical and Electronic Engineering"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,School of Electrical and Electronic Engineering","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5102884475"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07293028,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9070000052452087,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9070000052452087,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.938477635383606},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7307327389717102},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6058942079544067},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5675492882728577},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5625346899032593},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5463770031929016},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5188830494880676},{"id":"https://openalex.org/keywords/cognitive-neuroscience-of-visual-object-recognition","display_name":"Cognitive neuroscience of visual object recognition","score":0.42584702372550964},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3618702292442322},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35283565521240234},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.23733052611351013},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1876842975616455}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.938477635383606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7307327389717102},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6058942079544067},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5675492882728577},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5625346899032593},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5463770031929016},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5188830494880676},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.42584702372550964},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3618702292442322},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35283565521240234},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.23733052611351013},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1876842975616455}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas58744.2024.10558174","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iscas58744.2024.10558174","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"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/W2114275278","https://openalex.org/W4292830139","https://openalex.org/W4319309705","https://openalex.org/W1489511283","https://openalex.org/W4387272257","https://openalex.org/W2769899322","https://openalex.org/W2974914859","https://openalex.org/W2026565050","https://openalex.org/W2110244802","https://openalex.org/W949345935"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"demonstrate":[4],"an":[5,41],"energy-efficient":[6],"real-time":[7],"object":[8,57],"detection":[9,74,98],"and":[10,20,56,67],"classification":[11],"system":[12,78,95],"featuring":[13],"a":[14,21,36,86],"hybrid":[15],"event-based":[16,27,42,107],"frame":[17,28],"generation":[18],"pipeline":[19],"background-removal":[22,60],"region":[23,61],"proposal":[24,62],"algorithm.":[25],"The":[26,59,76],"is":[29,79],"generated":[30],"by":[31],"aggregating":[32],"active":[33],"events":[34],"within":[35],"programmable":[37],"time":[38],"interval,":[39],"generating":[40],"binary":[43],"image":[44],"(EBBI).":[45],"This":[46],"approach":[47],"enables":[48],"the":[49,93],"utilization":[50],"of":[51],"low-complexity":[52],"algorithms":[53],"for":[54],"denoising":[55],"detection.":[58],"algorithm":[63],"reduces":[64],"memory":[65],"requirements":[66],"removes":[68],"dynamic":[69],"backgrounds,":[70],"leading":[71],"to":[72],"better":[73],"performance.":[75],"proposed":[77,94],"demonstrated":[80],"on":[81],"Zynq-7000":[82],"FPGA":[83],"device":[84],"with":[85],"DAVIS346":[87],"sensor.":[88],"Experimental":[89],"results":[90],"show":[91],"that":[92],"achieves":[96],"comparable":[97],"accuracy":[99],"while":[100],"requiring":[101],"significantly":[102],"less":[103],"computation":[104],"than":[105],"existing":[106],"trackers.":[108]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
