{"id":"https://openalex.org/W4386598238","doi":"https://doi.org/10.1109/icip49359.2023.10222438","title":"Multi-Object Tracking by Iteratively Associating Detections with Uniform Appearance for Trawl-Based Fishing Bycatch Monitoring","display_name":"Multi-Object Tracking by Iteratively Associating Detections with Uniform Appearance for Trawl-Based Fishing Bycatch Monitoring","publication_year":2023,"publication_date":"2023-09-11","ids":{"openalex":"https://openalex.org/W4386598238","doi":"https://doi.org/10.1109/icip49359.2023.10222438"},"language":"en","primary_location":{"id":"doi:10.1109/icip49359.2023.10222438","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icip49359.2023.10222438","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Image Processing (ICIP)","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/A5047672937","display_name":"Cheng-Yen Yang","orcid":"https://orcid.org/0009-0004-2631-6756"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cheng-Yen Yang","raw_affiliation_strings":["University of Washington,Department of Electrical & Computer Engineering,United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington,Department of Electrical & Computer Engineering,United States","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050251932","display_name":"Yu Shyang Tan","orcid":"https://orcid.org/0000-0001-7282-8980"},"institutions":[{"id":"https://openalex.org/I45935490","display_name":"National Institute of Water and Atmospheric Research","ror":"https://ror.org/04hxcaz34","country_code":"NZ","type":"facility","lineage":["https://openalex.org/I45935490"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Alan Yu Shyang Tan","raw_affiliation_strings":["National Institute of Water and Atmospheric Research,New Zealand","National Institute of Water and Atmospheric Research, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Water and Atmospheric Research,New Zealand","institution_ids":["https://openalex.org/I45935490"]},{"raw_affiliation_string":"National Institute of Water and Atmospheric Research, New Zealand","institution_ids":["https://openalex.org/I45935490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064354072","display_name":"Melanie J. Underwood","orcid":"https://orcid.org/0000-0002-7752-5548"},"institutions":[{"id":"https://openalex.org/I45935490","display_name":"National Institute of Water and Atmospheric Research","ror":"https://ror.org/04hxcaz34","country_code":"NZ","type":"facility","lineage":["https://openalex.org/I45935490"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Melanie J. Underwood","raw_affiliation_strings":["National Institute of Water and Atmospheric Research,New Zealand","National Institute of Water and Atmospheric Research, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Water and Atmospheric Research,New Zealand","institution_ids":["https://openalex.org/I45935490"]},{"raw_affiliation_string":"National Institute of Water and Atmospheric Research, New Zealand","institution_ids":["https://openalex.org/I45935490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025324061","display_name":"Charlotte Bodie","orcid":null},"institutions":[{"id":"https://openalex.org/I45935490","display_name":"National Institute of Water and Atmospheric Research","ror":"https://ror.org/04hxcaz34","country_code":"NZ","type":"facility","lineage":["https://openalex.org/I45935490"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Charlotte Bodie","raw_affiliation_strings":["National Institute of Water and Atmospheric Research,New Zealand","National Institute of Water and Atmospheric Research, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Water and Atmospheric Research,New Zealand","institution_ids":["https://openalex.org/I45935490"]},{"raw_affiliation_string":"National Institute of Water and Atmospheric Research, New Zealand","institution_ids":["https://openalex.org/I45935490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101618974","display_name":"Zhongyu Jiang","orcid":"https://orcid.org/0000-0003-4462-6497"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhongyu Jiang","raw_affiliation_strings":["University of Washington,Department of Electrical & Computer Engineering,United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington,Department of Electrical & Computer Engineering,United States","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110431662","display_name":"Steve George","orcid":"https://orcid.org/0000-0001-7900-1417"},"institutions":[{"id":"https://openalex.org/I45935490","display_name":"National Institute of Water and Atmospheric Research","ror":"https://ror.org/04hxcaz34","country_code":"NZ","type":"facility","lineage":["https://openalex.org/I45935490"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Steve George","raw_affiliation_strings":["National Institute of Water and Atmospheric Research,New Zealand","National Institute of Water and Atmospheric Research, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Water and Atmospheric Research,New Zealand","institution_ids":["https://openalex.org/I45935490"]},{"raw_affiliation_string":"National Institute of Water and Atmospheric Research, New Zealand","institution_ids":["https://openalex.org/I45935490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089664036","display_name":"Karl Warr","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105660","display_name":"Education New Zealand","ror":"https://ror.org/01m5ew684","country_code":"NZ","type":"government","lineage":["https://openalex.org/I4210105660"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Karl Warr","raw_affiliation_strings":["BetterFishing Ltd,New Zealand","BetterFishing Ltd, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BetterFishing Ltd,New Zealand","institution_ids":["https://openalex.org/I4210105660"]},{"raw_affiliation_string":"BetterFishing Ltd, New Zealand","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101702810","display_name":"Jenq\u2013Neng Hwang","orcid":"https://orcid.org/0000-0002-8877-2421"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jenq-Neng Hwang","raw_affiliation_strings":["University of Washington,Department of Electrical & Computer Engineering,United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington,Department of Electrical & Computer Engineering,United States","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103983385","display_name":"Emma Jones","orcid":null},"institutions":[{"id":"https://openalex.org/I45935490","display_name":"National Institute of Water and Atmospheric Research","ror":"https://ror.org/04hxcaz34","country_code":"NZ","type":"facility","lineage":["https://openalex.org/I45935490"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Emma Jones","raw_affiliation_strings":["National Institute of Water and Atmospheric Research,New Zealand","National Institute of Water and Atmospheric Research, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Water and Atmospheric Research,New Zealand","institution_ids":["https://openalex.org/I45935490"]},{"raw_affiliation_string":"National Institute of Water and Atmospheric Research, New Zealand","institution_ids":["https://openalex.org/I45935490"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6012,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83128947,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"6","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10659","display_name":"Marine animal studies overview","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10659","display_name":"Marine animal studies overview","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.8001295328140259},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.6034424304962158},{"id":"https://openalex.org/keywords/bycatch","display_name":"Bycatch","score":0.5608733296394348},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5516494512557983},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5199743509292603},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46218761801719666},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4268219769001007},{"id":"https://openalex.org/keywords/data-association","display_name":"Data association","score":0.41465163230895996},{"id":"https://openalex.org/keywords/tracking-system","display_name":"Tracking system","score":0.41128984093666077},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.39950138330459595},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.3154086768627167},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.2884259819984436},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2307882010936737},{"id":"https://openalex.org/keywords/fishing","display_name":"Fishing","score":0.22998836636543274}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8001295328140259},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.6034424304962158},{"id":"https://openalex.org/C149340888","wikidata":"https://www.wikidata.org/wiki/Q814689","display_name":"Bycatch","level":3,"score":0.5608733296394348},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5516494512557983},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5199743509292603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46218761801719666},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4268219769001007},{"id":"https://openalex.org/C2983325608","wikidata":"https://www.wikidata.org/wiki/Q17084606","display_name":"Data association","level":3,"score":0.41465163230895996},{"id":"https://openalex.org/C154586513","wikidata":"https://www.wikidata.org/wiki/Q4420972","display_name":"Tracking system","level":3,"score":0.41128984093666077},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.39950138330459595},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.3154086768627167},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.2884259819984436},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2307882010936737},{"id":"https://openalex.org/C514101110","wikidata":"https://www.wikidata.org/wiki/Q14373","display_name":"Fishing","level":2,"score":0.22998836636543274},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip49359.2023.10222438","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icip49359.2023.10222438","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W578989123","https://openalex.org/W1990054309","https://openalex.org/W2050904803","https://openalex.org/W2105934661","https://openalex.org/W2124781496","https://openalex.org/W2155609269","https://openalex.org/W2252355370","https://openalex.org/W2291627510","https://openalex.org/W2528261749","https://openalex.org/W2549139847","https://openalex.org/W2603203130","https://openalex.org/W2769400802","https://openalex.org/W2963150697","https://openalex.org/W2981482662","https://openalex.org/W3084173793","https://openalex.org/W3104218139","https://openalex.org/W3106763294","https://openalex.org/W3133766348","https://openalex.org/W3184439416","https://openalex.org/W3201469925","https://openalex.org/W3212475213","https://openalex.org/W3217470420","https://openalex.org/W4286904999","https://openalex.org/W4313072323","https://openalex.org/W4313117614","https://openalex.org/W4319336636","https://openalex.org/W4386076204","https://openalex.org/W6696672603","https://openalex.org/W6798838024"],"related_works":["https://openalex.org/W2318603563","https://openalex.org/W2965594636","https://openalex.org/W887692824","https://openalex.org/W2354419434","https://openalex.org/W1568122762","https://openalex.org/W2021121433","https://openalex.org/W4285271403","https://openalex.org/W3178626677","https://openalex.org/W2092099917","https://openalex.org/W2110357291"],"abstract_inverted_index":{"The":[0,101],"aim":[1],"of":[2,94],"in-trawl":[3],"catch":[4],"monitoring":[5],"for":[6,47],"use":[7],"in":[8,19,33,123],"fishing":[9],"operations":[10],"is":[11,105],"to":[12,29,89],"detect,":[13],"track":[14],"and":[15,55,129,155],"classify":[16],"fish":[17,136],"targets":[18,96,125],"real-time":[20],"from":[21,61],"video":[22],"footage.":[23],"Information":[24],"gathered":[25],"could":[26],"be":[27,111],"used":[28],"release":[30],"unwanted":[31],"bycatch":[32],"real-time.":[34],"However,":[35],"traditional":[36],"multi-object":[37],"tracking":[38,48,80,95,116,124],"(MOT)":[39],"methods":[40],"have":[41],"limitations,":[42],"as":[43,65,138,140,150],"they":[44],"are":[45,59],"developed":[46],"vehicles":[49],"or":[50],"pedestrians":[51],"with":[52,97,126],"linear":[53],"motions":[54],"diverse":[56],"appearances,":[57],"which":[58],"different":[60],"the":[62,92,141],"scenarios":[63],"such":[64],"livestock":[66],"monitoring.":[67],"Therefore,":[68],"we":[69],"propose":[70],"a":[71,84,98],"novel":[72],"MOT":[73],"method,":[74],"built":[75],"upon":[76],"an":[77,106],"existing":[78,115],"observation-centric":[79],"algorithm,":[81],"by":[82,152],"adopting":[83],"new":[85],"iterative":[86,102],"association":[87,103],"step":[88],"significantly":[90],"boost":[91],"performance":[93,122,157],"uniform":[99,127],"appearance.":[100],"module":[104],"extendable":[107],"component":[108],"that":[109],"can":[110],"merged":[112],"into":[113],"most":[114],"methods.":[117],"Our":[118],"method":[119],"offers":[120],"improved":[121],"appearance":[128],"outperforms":[130],"state-of-the-art":[131],"techniques":[132],"on":[133],"our":[134],"underwater":[135],"datasets":[137],"well":[139],"MOT17":[142],"dataset,":[143],"without":[144],"increasing":[145],"latency":[146],"nor":[147],"sacrificing":[148],"accuracy":[149],"measured":[151],"HOTA,":[153],"MOTA,":[154],"IDF1":[156],"metrics.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}