{"id":"https://openalex.org/W3203431900","doi":"https://doi.org/10.1109/ispa52656.2021.9552095","title":"Approaches to Video Real time Multi-Object Tracking and Object Detection: A survey","display_name":"Approaches to Video Real time Multi-Object Tracking and Object Detection: A survey","publication_year":2021,"publication_date":"2021-09-13","ids":{"openalex":"https://openalex.org/W3203431900","doi":"https://doi.org/10.1109/ispa52656.2021.9552095","mag":"3203431900"},"language":"en","primary_location":{"id":"doi:10.1109/ispa52656.2021.9552095","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispa52656.2021.9552095","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Symposium on Image and Signal Processing and Analysis (ISPA)","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/A5038159139","display_name":"Sara Bouraya","orcid":"https://orcid.org/0000-0001-5523-040X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sara Bouraya","raw_affiliation_strings":["LTIM Laboratory Faculty of Science, Ben M'sik University Hassan the second, Casablanca, Morocco"],"affiliations":[{"raw_affiliation_string":"LTIM Laboratory Faculty of Science, Ben M'sik University Hassan the second, Casablanca, Morocco","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081874973","display_name":"Abdessamad Belangour","orcid":"https://orcid.org/0000-0002-9580-8760"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdessamad Belangour","raw_affiliation_strings":["LTIM Laboratory Faculty of Science, Ben M'sik University Hassan the second, Casablanca, Morocco"],"affiliations":[{"raw_affiliation_string":"LTIM Laboratory Faculty of Science, Ben M'sik University Hassan the second, Casablanca, Morocco","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038159139"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4855,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.65635805,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"145","last_page":"151"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998000264167786,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998000264167786,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/deep-learning","display_name":"Deep learning","score":0.8513400554656982},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7895147800445557},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7444738745689392},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6348888874053955},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5198041200637817},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5142757296562195},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5051179528236389},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.45867735147476196},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.43203648924827576},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4247903823852539},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4159141778945923},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.17071783542633057}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.8513400554656982},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7895147800445557},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7444738745689392},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6348888874053955},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5198041200637817},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5142757296562195},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5051179528236389},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.45867735147476196},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.43203648924827576},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4247903823852539},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4159141778945923},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.17071783542633057},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ispa52656.2021.9552095","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispa52656.2021.9552095","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Symposium on Image and Signal Processing and Analysis (ISPA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1521019969","https://openalex.org/W1536680647","https://openalex.org/W1551898955","https://openalex.org/W1589430588","https://openalex.org/W1965682240","https://openalex.org/W2033115016","https://openalex.org/W2068730032","https://openalex.org/W2087281575","https://openalex.org/W2102605133","https://openalex.org/W2120599612","https://openalex.org/W2120736840","https://openalex.org/W2142378137","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2210596465","https://openalex.org/W2291627510","https://openalex.org/W2295615964","https://openalex.org/W2296479904","https://openalex.org/W2424137412","https://openalex.org/W2444436539","https://openalex.org/W2462861516","https://openalex.org/W2532516272","https://openalex.org/W2549242602","https://openalex.org/W2557728737","https://openalex.org/W2560023338","https://openalex.org/W2570343428","https://openalex.org/W2572745118","https://openalex.org/W2606355385","https://openalex.org/W2796347433","https://openalex.org/W2806070179","https://openalex.org/W2884561390","https://openalex.org/W2885195348","https://openalex.org/W2898713292","https://openalex.org/W2901796758","https://openalex.org/W2950405062","https://openalex.org/W2962752334","https://openalex.org/W2963037989","https://openalex.org/W2963516811","https://openalex.org/W2963542991","https://openalex.org/W2966535964","https://openalex.org/W2985268088","https://openalex.org/W2985362983","https://openalex.org/W3001164154","https://openalex.org/W3003490096","https://openalex.org/W3004469560","https://openalex.org/W3004498984","https://openalex.org/W3005466304","https://openalex.org/W3011623526","https://openalex.org/W3011687409","https://openalex.org/W3012922853","https://openalex.org/W3013328633","https://openalex.org/W3013404017","https://openalex.org/W3017145925","https://openalex.org/W3019779543","https://openalex.org/W3032269385","https://openalex.org/W3032310950","https://openalex.org/W3047290702","https://openalex.org/W3080114912","https://openalex.org/W3080119680","https://openalex.org/W3081912907","https://openalex.org/W3089134182","https://openalex.org/W3093830498","https://openalex.org/W3096609285","https://openalex.org/W3105436810","https://openalex.org/W3106250896","https://openalex.org/W3116469262","https://openalex.org/W3118508703","https://openalex.org/W3124474284","https://openalex.org/W4287604851","https://openalex.org/W4295331127","https://openalex.org/W4297785339","https://openalex.org/W6629368666","https://openalex.org/W6769670576","https://openalex.org/W6774013521","https://openalex.org/W6775253321","https://openalex.org/W6785329965"],"related_works":["https://openalex.org/W4287991909","https://openalex.org/W4390721878","https://openalex.org/W2949096641","https://openalex.org/W2970686063","https://openalex.org/W4320729701","https://openalex.org/W4220926404","https://openalex.org/W3123344745","https://openalex.org/W3034745255","https://openalex.org/W4254103348","https://openalex.org/W2965594636"],"abstract_inverted_index":{"The":[0,142],"world":[1,24],"is":[2,40],"living":[3],"a":[4,104,139,146],"major":[5],"shift":[6],"from":[7,67,107],"information":[8],"era":[9],"to":[10,20,26,110,115],"artificial":[11],"intelligence":[12],"(AI)":[13],"era.":[14],"Machines":[15],"are":[16,59,137],"giving":[17],"the":[18,22,42,49,54,68,83,112,116,150,167,170],"ability":[19],"sense":[21],"surrounding":[23],"and":[25,31,56,92,122,129,169,176],"take":[27],"decisions.":[28],"Computer":[29],"vision":[30],"especially":[32],"multi-object":[33],"tracking(MOT),":[34],"which":[35,81,96,136],"relies":[36],"on":[37,98,160],"Deep":[38,74,94],"Learning,":[39],"at":[41,138],"heart":[43],"of":[44,51,70,85,118,156,172],"this":[45,61,164],"shift.":[46],"Indeed,":[47],"with":[48],"growth":[50],"deep":[52,71,119,131,157],"learning,":[53,95],"methods":[55],"algorithms":[57],"that":[58],"tackling":[60],"problem":[62],"have":[63],"gained":[64,103],"better":[65],"performance":[66],"integration":[69],"learning":[72,109,120,132,158],"models.":[73],"Learning":[75],"has":[76,101],"been":[77],"demonstrated":[78],"as":[79],"MOT,":[80],"tackles":[82],"challenges":[84],"in-and-out":[86],"objects,":[87],"unlabeled":[88],"data,":[89],"confusing":[90],"appearance":[91],"occlusion.":[93],"relied":[97],"MOT":[99,134,155],"techniques,":[100],"recently":[102],"fast":[105],"ground":[106],"representation":[108],"modelling":[111],"networks":[113],"thanks":[114],"advancement":[117],"hypothesis":[121],"benchmark":[123],"arrangement.":[124],"This":[125],"paper":[126,143],"sums":[127],"up":[128],"analyzes":[130,166],"based":[133,159],"techniques":[135,152,175],"highest":[140],"level.":[141],"also":[144],"offers":[145],"comprehensive":[147],"review":[148],"about":[149],"different":[151,161],"applied":[153],"in":[154],"methods.":[162,177],"Furthermore,":[163],"study":[165],"benefits":[168],"constraints":[171],"current":[173],"strategies,":[174]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}