{"id":"https://openalex.org/W4398234029","doi":"https://doi.org/10.1145/3652628.3652759","title":"Application of lightweight method based on YOLOv5s+mobileV3 on edge computing platform","display_name":"Application of lightweight method based on YOLOv5s+mobileV3 on edge computing platform","publication_year":2023,"publication_date":"2023-11-17","ids":{"openalex":"https://openalex.org/W4398234029","doi":"https://doi.org/10.1145/3652628.3652759"},"language":"en","primary_location":{"id":"doi:10.1145/3652628.3652759","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3652628.3652759","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Artificial Intelligence and Computer Engineering","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/A5071438875","display_name":"Sen Shen","orcid":"https://orcid.org/0009-0000-7824-0328"},"institutions":[{"id":"https://openalex.org/I2800710378","display_name":"Naval University of Engineering","ror":"https://ror.org/056vyez31","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800710378"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sen Shen","raw_affiliation_strings":["Naval University of Engineering, China"],"raw_orcid":"https://orcid.org/0009-0000-7824-0328","affiliations":[{"raw_affiliation_string":"Naval University of Engineering, China","institution_ids":["https://openalex.org/I2800710378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098770030","display_name":"Renkai Xiao","orcid":"https://orcid.org/0009-0002-9026-1222"},"institutions":[{"id":"https://openalex.org/I2800710378","display_name":"Naval University of Engineering","ror":"https://ror.org/056vyez31","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800710378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renkai Xiao","raw_affiliation_strings":["Naval University of Engineering, China"],"raw_orcid":"https://orcid.org/0009-0002-9026-1222","affiliations":[{"raw_affiliation_string":"Naval University of Engineering, China","institution_ids":["https://openalex.org/I2800710378"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Min Li","orcid":"https://orcid.org/0009-0000-1856-7759"},"institutions":[{"id":"https://openalex.org/I2800710378","display_name":"Naval University of Engineering","ror":"https://ror.org/056vyez31","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800710378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Li","raw_affiliation_strings":["Naval University of Engineering, China"],"raw_orcid":"https://orcid.org/0009-0000-1856-7759","affiliations":[{"raw_affiliation_string":"Naval University of Engineering, China","institution_ids":["https://openalex.org/I2800710378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051194962","display_name":"Shengzhi Yuan","orcid":"https://orcid.org/0000-0003-2804-6740"},"institutions":[{"id":"https://openalex.org/I2800710378","display_name":"Naval University of Engineering","ror":"https://ror.org/056vyez31","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800710378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengzhi Yuan","raw_affiliation_strings":["School of Weapon Engineering, Naval University of Engineering, China"],"raw_orcid":"https://orcid.org/0000-0003-2804-6740","affiliations":[{"raw_affiliation_string":"School of Weapon Engineering, Naval University of Engineering, China","institution_ids":["https://openalex.org/I2800710378"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5071438875"],"corresponding_institution_ids":["https://openalex.org/I2800710378"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21981937,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"787","last_page":"792"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9973000288009644,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9973000288009644,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9868999719619751,"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.9815000295639038,"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/computer-science","display_name":"Computer science","score":0.8183978796005249},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.7022130489349365},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.689056396484375},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6711690425872803},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6530521512031555},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5059337019920349},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.46547242999076843},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4408549964427948},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4233395457267761},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38947486877441406},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3333357572555542},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1612550914287567},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09122243523597717},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.08016285300254822}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8183978796005249},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.7022130489349365},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.689056396484375},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6711690425872803},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6530521512031555},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5059337019920349},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.46547242999076843},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4408549964427948},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4233395457267761},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38947486877441406},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3333357572555542},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1612550914287567},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09122243523597717},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.08016285300254822},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3652628.3652759","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3652628.3652759","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Artificial Intelligence and Computer Engineering","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":4,"referenced_works":["https://openalex.org/W2570343428","https://openalex.org/W2752782242","https://openalex.org/W2963037989","https://openalex.org/W4221149402"],"related_works":["https://openalex.org/W4361251304","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W3024547383","https://openalex.org/W4210813012","https://openalex.org/W2914646191","https://openalex.org/W3174690704","https://openalex.org/W4322761281","https://openalex.org/W4386004629","https://openalex.org/W2942586735"],"abstract_inverted_index":{"In":[0,51],"order":[1,52],"to":[2,30,53],"effectively":[3,54],"solve":[4],"the":[5,8,12,21,44,56,79,93,100,111,115,119,130,135,143,146],"problem":[6],"that":[7],"network":[9,81],"structure":[10],"of":[11,62,89,118,145],"existing":[13],"target":[14,35,59,120],"recognition":[15],"algorithm":[16],"is":[17,24,28,96],"too":[18,25],"complicated":[19],"and":[20,32,37,91,105,114],"calculation":[22],"amount":[23],"large,":[26],"it":[27],"difficult":[29],"deploy":[31],"carry":[33],"out":[34,70],"detection":[36,60,101,121],"other":[38],"tasks":[39],"in":[40,134],"real":[41],"time":[42],"on":[43,74,129],"edge":[45,131],"computing":[46,132],"platform":[47,133],"with":[48,82],"limited":[49],"resources.":[50],"improve":[55],"real-time":[57],"online":[58],"capability":[61],"UAV":[63],"remote":[64],"sensing":[65],"images,":[66],"this":[67],"paper":[68],"carried":[69],"lightweight":[71],"research":[72],"based":[73],"YOLOv5s":[75],"model":[76],"by":[77,98],"replacing":[78],"backbone":[80],"MobileNet":[83],"V3":[84],"method.":[85],"Through":[86],"a":[87],"series":[88],"training":[90,94],"testing,":[92],"weight":[95],"reduced":[97],"67.7%,":[99],"effect":[102],"parameters":[103],"mAP":[104],"FPS":[106],"are":[107],"slightly":[108],"decreased,":[109],"meeting":[110],"expected":[112],"requirements,":[113],"front-end":[116],"deployment":[117],"task":[122],"can":[123],"be":[124],"better":[125],"realized.":[126],"The":[127],"test":[128],"picture":[136],"has":[137],"also":[138],"achieved":[139],"good":[140],"results,":[141],"verifying":[142],"feasibility":[144],"optimization":[147],"scheme.":[148]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}