{"id":"https://openalex.org/W2554651300","doi":"https://doi.org/10.1109/avss.2016.7738080","title":"HoG based real-time multi-target tracking in Bayesian framework","display_name":"HoG based real-time multi-target tracking in Bayesian framework","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2554651300","doi":"https://doi.org/10.1109/avss.2016.7738080","mag":"2554651300"},"language":"en","primary_location":{"id":"doi:10.1109/avss.2016.7738080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/avss.2016.7738080","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)","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/A5062997767","display_name":"Mohib Ullah","orcid":"https://orcid.org/0000-0002-0222-6340"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Mohib Ullah","raw_affiliation_strings":["Color and Visual Computing Lab, Norwegian University of Science and Technology, Gj\u2205vik, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Color and Visual Computing Lab, Norwegian University of Science and Technology, Gj\u2205vik, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076654527","display_name":"Faouzi Alaya Cheikh","orcid":"https://orcid.org/0000-0002-4823-5250"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Faouzi Alaya Cheikh","raw_affiliation_strings":["Color and Visual Computing Lab, Norwegian University of Science and Technology, Gj\u2205vik, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Color and Visual Computing Lab, Norwegian University of Science and Technology, Gj\u2205vik, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044015235","display_name":"Ali Shariq Imran","orcid":"https://orcid.org/0000-0002-2416-2878"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Ali Shariq Imran","raw_affiliation_strings":["Color and Visual Computing Lab, Norwegian University of Science and Technology, Gj\u2205vik, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Color and Visual Computing Lab, Norwegian University of Science and Technology, Gj\u2205vik, Norway","institution_ids":["https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5352,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.93290877,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"416","last_page":"422"},"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9965999722480774,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9922999739646912,"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":0.8022670745849609},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.6465059518814087},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.6438341736793518},{"id":"https://openalex.org/keywords/bayesian-optimization","display_name":"Bayesian optimization","score":0.6186035871505737},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6115775108337402},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5663247108459473},{"id":"https://openalex.org/keywords/data-association","display_name":"Data association","score":0.4802810847759247},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.47551992535591125},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.45465871691703796},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.43687704205513},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4258442223072052},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4214632213115692},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.40286991000175476},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3616161644458771},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22233617305755615},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.0899362564086914}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8022670745849609},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6465059518814087},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.6438341736793518},{"id":"https://openalex.org/C2778049539","wikidata":"https://www.wikidata.org/wiki/Q17002908","display_name":"Bayesian optimization","level":2,"score":0.6186035871505737},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6115775108337402},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5663247108459473},{"id":"https://openalex.org/C2983325608","wikidata":"https://www.wikidata.org/wiki/Q17084606","display_name":"Data association","level":3,"score":0.4802810847759247},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.47551992535591125},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.45465871691703796},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.43687704205513},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4258442223072052},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4214632213115692},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.40286991000175476},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3616161644458771},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22233617305755615},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.0899362564086914},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/avss.2016.7738080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/avss.2016.7738080","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W107619411","https://openalex.org/W579069454","https://openalex.org/W1677409904","https://openalex.org/W1921895346","https://openalex.org/W1932380673","https://openalex.org/W1995903777","https://openalex.org/W2035379092","https://openalex.org/W2052819443","https://openalex.org/W2053913299","https://openalex.org/W2069323107","https://openalex.org/W2104828970","https://openalex.org/W2111644456","https://openalex.org/W2121091546","https://openalex.org/W2124386111","https://openalex.org/W2124781496","https://openalex.org/W2134529534","https://openalex.org/W2145938889","https://openalex.org/W2146950091","https://openalex.org/W2148958980","https://openalex.org/W2159128898","https://openalex.org/W2160337655","https://openalex.org/W2161969291","https://openalex.org/W2168356304","https://openalex.org/W2171243491","https://openalex.org/W2496185699","https://openalex.org/W2951635111","https://openalex.org/W6637400245","https://openalex.org/W6678298392","https://openalex.org/W6681158678","https://openalex.org/W7008583937"],"related_works":["https://openalex.org/W2109115373","https://openalex.org/W2390901981","https://openalex.org/W2353818951","https://openalex.org/W3106461837","https://openalex.org/W1605879311","https://openalex.org/W3168182983","https://openalex.org/W3014558862","https://openalex.org/W2265978784","https://openalex.org/W2734326052","https://openalex.org/W3210095908"],"abstract_inverted_index":{"Multi-target":[0],"tracking":[1],"is":[2,31,55,80,92,98],"one":[3],"of":[4,28,37,45,77,89],"the":[5,19,23,86],"most":[6],"challenging":[7],"tasks":[8],"in":[9,18,70,114],"computer":[10],"vision.":[11],"Several":[12],"complex":[13],"techniques":[14],"have":[15],"been":[16],"proposed":[17],"literature":[20],"to":[21,32],"tackle":[22],"problem.":[24],"The":[25,43,75],"main":[26],"idea":[27],"such":[29,46],"approaches":[30,47],"find":[33],"an":[34],"optimal":[35],"set":[36],"trajectories":[38],"within":[39],"a":[40,66,71,78,99],"temporal":[41],"window.":[42],"performance":[44,113],"are":[48],"fairly":[49],"good":[50],"but":[51],"their":[52],"computational":[53],"complexity":[54],"too":[56],"high":[57],"making":[58],"them":[59],"unpractical.":[60],"In":[61],"this":[62],"paper,":[63],"we":[64],"propose":[65],"novel":[67],"tracking-by-detection":[68],"approach":[69,104],"Bayesian":[72],"filtering":[73],"framework.":[74],"appearance":[76],"target":[79,90],"modeled":[81],"through":[82,94],"HoG":[83],"descriptor":[84],"and":[85,105],"critical":[87],"problem":[88],"association":[91],"solved":[93],"combinatorial":[95],"optimization.":[96],"It":[97],"simple":[100],"yet":[101],"very":[102],"efficient":[103],"experimental":[106],"results":[107],"show":[108],"that":[109],"it":[110],"achieves":[111],"state-of-the-art":[112],"real":[115],"time.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}