{"id":"https://openalex.org/W4297818349","doi":"https://doi.org/10.1109/icis54925.2022.9882480","title":"Performance analysis of real-time object detection on Jetson device","display_name":"Performance analysis of real-time object detection on Jetson device","publication_year":2022,"publication_date":"2022-06-26","ids":{"openalex":"https://openalex.org/W4297818349","doi":"https://doi.org/10.1109/icis54925.2022.9882480"},"language":"en","primary_location":{"id":"doi:10.1109/icis54925.2022.9882480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icis54925.2022.9882480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE/ACIS 22nd International Conference on Computer and Information Science (ICIS)","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/A5003813154","display_name":"Jiawei Zhu","orcid":"https://orcid.org/0000-0002-2961-1302"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiawei Zhu","raw_affiliation_strings":["Shenzhen University,College Electron. Inf. Eng. Millimeter-Wave Antenna Engineering Research Center,Shenzhen,China","College Electron. Inf. Eng. Millimeter-Wave Antenna Engineering Research Center, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,College Electron. Inf. Eng. Millimeter-Wave Antenna Engineering Research Center,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College Electron. Inf. Eng. Millimeter-Wave Antenna Engineering Research Center, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072202898","display_name":"Haogang Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haogang Feng","raw_affiliation_strings":["Shenzhen University,College Electron. Inf. Eng. Millimeter-Wave Antenna Engineering Research Center,Shenzhen,China","College Electron. Inf. Eng. Millimeter-Wave Antenna Engineering Research Center, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,College Electron. Inf. Eng. Millimeter-Wave Antenna Engineering Research Center,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College Electron. Inf. Eng. Millimeter-Wave Antenna Engineering Research Center, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078635086","display_name":"Shida Zhong","orcid":"https://orcid.org/0000-0003-2330-8166"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shida Zhong","raw_affiliation_strings":["Shenzhen University,College Electron. Inf. Eng. Millimeter-Wave Antenna Engineering Research Center,Shenzhen,China","College Electron. Inf. Eng. Millimeter-Wave Antenna Engineering Research Center, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,College Electron. Inf. Eng. Millimeter-Wave Antenna Engineering Research Center,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College Electron. Inf. Eng. Millimeter-Wave Antenna Engineering Research Center, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100715987","display_name":"Tao Yuan","orcid":"https://orcid.org/0000-0002-9525-3814"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Yuan","raw_affiliation_strings":["Shenzhen University,College Electron. Inf. Eng. Millimeter-Wave Antenna Engineering Research Center,Shenzhen,China","College Electron. Inf. Eng. Millimeter-Wave Antenna Engineering Research Center, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,College Electron. Inf. Eng. Millimeter-Wave Antenna Engineering Research Center,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College Electron. Inf. Eng. Millimeter-Wave Antenna Engineering Research Center, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5003813154"],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":2.4864,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.89567474,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"156","last_page":"161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12079","display_name":"IoT Networks and Protocols","score":0.9922999739646912,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9894999861717224,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.853604257106781},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7246330380439758},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5631778240203857},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5606818795204163},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5555774569511414},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5141701698303223},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4869050085544586},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.477168470621109},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44664156436920166},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4211665391921997},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.33112990856170654},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3273370862007141},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18312805891036987},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.17101344466209412},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.1674385666847229}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.853604257106781},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7246330380439758},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5631778240203857},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5606818795204163},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5555774569511414},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5141701698303223},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4869050085544586},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.477168470621109},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44664156436920166},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4211665391921997},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.33112990856170654},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3273370862007141},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18312805891036987},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.17101344466209412},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.1674385666847229},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icis54925.2022.9882480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icis54925.2022.9882480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE/ACIS 22nd International Conference on Computer and Information Science (ICIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.550000011920929,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320326279","display_name":"Department of Education of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2109255472","https://openalex.org/W2606722458","https://openalex.org/W2624989916","https://openalex.org/W2944165510","https://openalex.org/W2950865323","https://openalex.org/W2971544482","https://openalex.org/W2982083293","https://openalex.org/W3016097478","https://openalex.org/W3018105153","https://openalex.org/W3043944662","https://openalex.org/W3046289513","https://openalex.org/W3105886168","https://openalex.org/W3111029693","https://openalex.org/W3128702906","https://openalex.org/W4200172930","https://openalex.org/W4293584584","https://openalex.org/W4297775537","https://openalex.org/W6737664043","https://openalex.org/W6750227808","https://openalex.org/W6762082143","https://openalex.org/W6780945792"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3013760193","https://openalex.org/W4313463218","https://openalex.org/W3162668736","https://openalex.org/W4312996489","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W3106131444","https://openalex.org/W3216099748"],"abstract_inverted_index":{"As":[0],"the":[1,39,43],"development":[2],"of":[3,8,29,42,64,82,115],"5G":[4],"communications":[5],"and":[6,11,21,27,58,71,84,107,117],"Internet":[7],"things,":[9],"more":[10,12],"devices":[13],"are":[14,68,86,105],"required":[15],"to":[16,32,48,75,97,109,127],"run":[17],"with":[18,92],"low-power":[19],"consumption":[20],"high":[22],"performance":[23],"as":[24,37],"edge":[25,34],"devices,":[26],"most":[28],"them":[30],"have":[31],"do":[33],"computing":[35,95],"such":[36],"running":[38],"inference":[40],"part":[41],"artificial":[44],"intelligence":[45,65,125],"(AI)":[46],"model":[47],"handle":[49],"intelligent":[50,119],"applications.":[51],"In":[52],"this":[53],"paper,":[54],"we":[55],"deploy":[56],"YOLOv3":[57,83],"PPYOLO":[59,85],"models":[60],"on":[61,89,124],"two":[62],"kinds":[63],"edges,":[66],"which":[67],"Jetson":[69,72,90],"Nano":[70,91],"Xavier":[73],"NX,":[74],"benchmark":[76,103],"their":[77],"performance.":[78],"The":[79,102],"tiny":[80],"versions":[81],"further":[87],"deployed":[88],"relatively":[93],"limited":[94],"resources":[96],"make":[98],"a":[99],"comparative":[100],"analysis.":[101],"results":[104],"analyzed":[106],"investigated":[108],"give":[110],"empirical":[111],"recommendation":[112],"for":[113],"reference":[114],"developing":[116],"deploying":[118],"real-time":[120],"object":[121],"detection":[122],"applications":[123],"edges":[126],"meet":[128],"different":[129],"requirements.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
