{"id":"https://openalex.org/W4398196909","doi":"https://doi.org/10.1145/3638682.3638700","title":"Engineering Vehicle Recognition and Multi-Object Tracking System based on YOLOv5 and DeepSort Algorithm","display_name":"Engineering Vehicle Recognition and Multi-Object Tracking System based on YOLOv5 and DeepSort Algorithm","publication_year":2023,"publication_date":"2023-11-24","ids":{"openalex":"https://openalex.org/W4398196909","doi":"https://doi.org/10.1145/3638682.3638700"},"language":"en","primary_location":{"id":"doi:10.1145/3638682.3638700","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3638682.3638700","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3638682.3638700","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 5th International Conference on Video, Signal and Image Processing","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3638682.3638700","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114166559","display_name":"Yanbo Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yanbo Wu","raw_affiliation_strings":["Heilongjiang Government Affairs Big Data Center, China"],"raw_orcid":"https://orcid.org/0009-0003-5647-7692","affiliations":[{"raw_affiliation_string":"Heilongjiang Government Affairs Big Data Center, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072579472","display_name":"Xintao Liang","orcid":"https://orcid.org/0000-0002-7397-8777"},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xintao Liang","raw_affiliation_strings":["School of Measurement-Control and Communication Engineering, Harbin University of Science and Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-7397-8777","affiliations":[{"raw_affiliation_string":"School of Measurement-Control and Communication Engineering, Harbin University of Science and Technology, China","institution_ids":["https://openalex.org/I100188998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102777235","display_name":"Quan Cui","orcid":"https://orcid.org/0009-0007-2261-9698"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan Cui","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology, China"],"raw_orcid":"https://orcid.org/0009-0007-2261-9698","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102014849","display_name":"Qingyan Wang","orcid":"https://orcid.org/0000-0002-8565-8690"},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingyan Wang","raw_affiliation_strings":["School of Measurement-Control and Communication Engineering, Harbin University of Science and Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-8565-8690","affiliations":[{"raw_affiliation_string":"School of Measurement-Control and Communication Engineering, Harbin University of Science and Technology, China","institution_ids":["https://openalex.org/I100188998"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2224,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82574772,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"115","last_page":"121"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.7918999791145325,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.7918999791145325,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14413","display_name":"Advanced Technologies in Various Fields","score":0.7759000062942505,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.7059000134468079,"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/computer-science","display_name":"Computer science","score":0.6855005621910095},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.6364781856536865},{"id":"https://openalex.org/keywords/minimum-bounding-box","display_name":"Minimum bounding box","score":0.6353046298027039},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6220378875732422},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5670190453529358},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5368798971176147},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5333635210990906},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5224279761314392},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5139786601066589},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.4949752688407898},{"id":"https://openalex.org/keywords/vehicle-tracking-system","display_name":"Vehicle tracking system","score":0.4401073455810547},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.43455970287323},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.27607598900794983},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.25733235478401184},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17860513925552368}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6855005621910095},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.6364781856536865},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.6353046298027039},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6220378875732422},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5670190453529358},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5368798971176147},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5333635210990906},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5224279761314392},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5139786601066589},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.4949752688407898},{"id":"https://openalex.org/C84119951","wikidata":"https://www.wikidata.org/wiki/Q3498530","display_name":"Vehicle tracking system","level":3,"score":0.4401073455810547},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.43455970287323},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.27607598900794983},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.25733235478401184},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17860513925552368},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3638682.3638700","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3638682.3638700","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3638682.3638700","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 5th International Conference on Video, Signal and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3638682.3638700","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3638682.3638700","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3638682.3638700","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 5th International Conference on Video, Signal and Image Processing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4398196909.pdf","grobid_xml":"https://content.openalex.org/works/W4398196909.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4327500857","https://openalex.org/W2965994363","https://openalex.org/W4311223090","https://openalex.org/W1689909837","https://openalex.org/W4205729548","https://openalex.org/W4298525700","https://openalex.org/W1895541646","https://openalex.org/W2953362004","https://openalex.org/W2952251705","https://openalex.org/W2889698616"],"abstract_inverted_index":{"This":[0,79],"study":[1],"explores":[2],"traditional":[3],"object":[4],"detection":[5,13,26,48,151],"algorithms":[6,18],"and":[7,24,31,50,64,77,86,88,116,133,152,155],"deep":[8],"neural":[9],"network-based":[10],"engineering":[11,54,101,149],"vehicle":[12,55,102,118,150],"algorithms.":[14],"We":[15],"applied":[16,156],"preprocessing":[17],"such":[19],"as":[20],"image":[21],"denoising,":[22],"enhancement,":[23],"edge":[25],"to":[27,93,113,125,159],"process":[28],"the":[29,42,59,71,90,106,122,127,142],"images":[30],"constructed":[32],"our":[33],"own":[34],"trainable":[35],"dataset":[36],"through":[37],"labeling.":[38],"Next,":[39],"we":[40,69,120,146],"used":[41],"YOLOv5":[43],"algorithm,":[44],"which":[45],"has":[46],"high":[47],"accuracy":[49],"real-time":[51],"capability,":[52],"for":[53,74,84],"detection.":[56],"To":[57,104],"address":[58],"issues":[60],"of":[61,108],"missed":[62],"targets":[63],"predicted":[65],"bounding":[66,136],"box":[67],"misalignment,":[68],"introduced":[70],"DeepSORT":[72],"algorithm":[73,80,92,158],"target":[75,135],"prediction":[76],"tracking.":[78,103],"utilizes":[81],"Kalman":[82],"filtering":[83],"estimation":[85],"updates":[87],"employs":[89],"Hungarian":[91],"associate":[94],"data":[95],"between":[96,131],"consecutive":[97],"frames,":[98],"thereby":[99],"achieving":[100],"tackle":[105],"problem":[107],"frequent":[109],"identity":[110,139],"switching":[111],"due":[112],"camera":[114],"motion":[115],"non-uniform":[117],"movements,":[119],"adopted":[121],"modified":[123],"GIoU":[124],"calculate":[126],"intersection":[128],"over":[129],"union":[130],"trajectories":[132],"detected":[134],"boxes,":[137],"reducing":[138],"jumps":[140],"during":[141],"tracking":[143,153],"process.":[144],"Finally,":[145],"designed":[147],"an":[148],"system":[154],"this":[157],"practical":[160],"production.":[161]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}
