{"id":"https://openalex.org/W4313027465","doi":"https://doi.org/10.1109/tim.2022.3225044","title":"YOLOTrashCan: A Deep Learning Marine Debris Detection Network","display_name":"YOLOTrashCan: A Deep Learning Marine Debris Detection Network","publication_year":2022,"publication_date":"2022-11-28","ids":{"openalex":"https://openalex.org/W4313027465","doi":"https://doi.org/10.1109/tim.2022.3225044"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2022.3225044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2022.3225044","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-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/A5033132937","display_name":"Wei Zhou","orcid":"https://orcid.org/0000-0002-0388-5292"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhou","raw_affiliation_strings":["School of Intelligent Technology and Engineering, Chongqing University of Science and Technology, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-0388-5292","affiliations":[{"raw_affiliation_string":"School of Intelligent Technology and Engineering, Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016881591","display_name":"Fujian Zheng","orcid":"https://orcid.org/0000-0002-8428-253X"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fujian Zheng","raw_affiliation_strings":["College of Optoelectronic Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-8428-253X","affiliations":[{"raw_affiliation_string":"College of Optoelectronic Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052307918","display_name":"Gang Yin","orcid":"https://orcid.org/0000-0002-0839-242X"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Yin","raw_affiliation_strings":["College of Resource and Safety Engineering and the State Key Laboratory of Coal Mine Disaster Dynamics and Control, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-0839-242X","affiliations":[{"raw_affiliation_string":"College of Resource and Safety Engineering and the State Key Laboratory of Coal Mine Disaster Dynamics and Control, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073459368","display_name":"Yiran Pang","orcid":"https://orcid.org/0000-0001-9202-8921"},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiran Pang","raw_affiliation_strings":["Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, USA"],"raw_orcid":"https://orcid.org/0000-0001-9202-8921","affiliations":[{"raw_affiliation_string":"Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, USA","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100620233","display_name":"Jun Yi","orcid":"https://orcid.org/0000-0001-9154-6620"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Yi","raw_affiliation_strings":["School of Intelligent Technology and Engineering, Chongqing University of Science and Technology, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-9154-6620","affiliations":[{"raw_affiliation_string":"School of Intelligent Technology and Engineering, Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":7.7229,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.98450361,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"72","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9825000166893005,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9817000031471252,"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/debris","display_name":"Debris","score":0.6370616555213928},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4941897690296173},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47954249382019043},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4516417980194092},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3627637028694153},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3367961347103119},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.16841813921928406}],"concepts":[{"id":"https://openalex.org/C2776023875","wikidata":"https://www.wikidata.org/wiki/Q637703","display_name":"Debris","level":2,"score":0.6370616555213928},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4941897690296173},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47954249382019043},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4516417980194092},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3627637028694153},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3367961347103119},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.16841813921928406}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2022.3225044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2022.3225044","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G1230794049","display_name":null,"funder_award_id":"KJZD-K202001501","funder_id":"https://openalex.org/F4320324805","funder_display_name":"Chongqing Municipal Education Commission"},{"id":"https://openalex.org/G240119656","display_name":null,"funder_award_id":"KJZD-M202101501","funder_id":"https://openalex.org/F4320324805","funder_display_name":"Chongqing Municipal Education Commission"},{"id":"https://openalex.org/G4218736786","display_name":null,"funder_award_id":"KJCX2020051","funder_id":"https://openalex.org/F4320324805","funder_display_name":"Chongqing Municipal Education Commission"},{"id":"https://openalex.org/G5254105779","display_name":null,"funder_award_id":"HZ2021015","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320324805","display_name":"Chongqing Municipal Education Commission","ror":"https://ror.org/031nm5713"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1861492603","https://openalex.org/W2075967785","https://openalex.org/W2102605133","https://openalex.org/W2105207915","https://openalex.org/W2476548250","https://openalex.org/W2531409750","https://openalex.org/W2556108308","https://openalex.org/W2565639579","https://openalex.org/W2619280051","https://openalex.org/W2752782242","https://openalex.org/W2884585870","https://openalex.org/W2922509574","https://openalex.org/W2936645470","https://openalex.org/W2962710355","https://openalex.org/W2963604034","https://openalex.org/W2963840672","https://openalex.org/W2968177401","https://openalex.org/W2981609437","https://openalex.org/W3016719260","https://openalex.org/W3018757597","https://openalex.org/W3022365164","https://openalex.org/W3034552520","https://openalex.org/W3034971973","https://openalex.org/W3036708415","https://openalex.org/W3042670297","https://openalex.org/W3089524665","https://openalex.org/W3120546273","https://openalex.org/W3195252063","https://openalex.org/W3204790372","https://openalex.org/W4200580899","https://openalex.org/W4293584584","https://openalex.org/W6620707391","https://openalex.org/W6696085341","https://openalex.org/W6748581759","https://openalex.org/W6750227808","https://openalex.org/W6777046832","https://openalex.org/W6780698457"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W4321369474","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"Monitoring":[0],"marine":[1,22,40,81,99,121,164],"debris":[2,165],"has":[3],"long":[4],"been":[5],"a":[6,27],"challenging":[7],"issue":[8],"owing":[9],"to":[10,74,93],"the":[11,53,57,76,84,88,95,124,127,134,145,153,159,169,172],"complex":[12],"and":[13,19,49,67,139],"changeable":[14],"underwater":[15,39,163],"environment.":[16],"To":[17],"fast":[18],"accurately":[20],"detect":[21],"debris,":[23,100],"in":[24],"this":[25],"article,":[26],"novel":[28],"object":[29],"detection":[30,96,160],"network":[31,128,173],"termed":[32],"as":[33,112],"YOLOTrashCan":[34,43],"is":[35,72,91,129],"proposed":[36,73,154],"for":[37,98,116],"detecting":[38],"debris.":[41,82,122],"The":[42],"model":[44],"consists":[45],"of":[46,80,120,126,162,171],"feature":[47,50,54,85,114],"enhancement":[48,55],"fusion.":[51],"In":[52,83],"part,":[56,87],"ECA_DO-Conv_CSPDarknet53":[58],"backbone,":[59],"which":[60],"combines":[61],"efficient":[62],"channel":[63],"attention":[64],"(ECA)":[65],"module":[66,90],"depthwise":[68],"over-parameterized":[69],"convolutional":[70],"(DO-Conv),":[71],"extract":[75],"depth":[77],"semantic":[78],"features":[79],"fusion":[86],"DPMs_PixelShuffle_PANET":[89],"presented":[92],"improve":[94],"ability":[97],"where":[101],"dilated":[102,108],"parallel":[103],"modules":[104,115],"(DPMs)":[105],"with":[106],"multiscale":[107],"rate":[109],"are":[110,142],"designed":[111],"enhanced":[113],"different":[117],"scale":[118],"objects":[119],"Notably,":[123],"size":[125,170],"only":[130,157],"214":[131],"MB":[132],"using":[133],"DPMs\u2019":[135],"method.":[136],"Extensive":[137],"experiments":[138],"thorough":[140],"analysis":[141],"validated":[143],"on":[144],"TrashCan":[146],"1.0":[147],"dataset.":[148],"Experimental":[149],"results":[150],"show":[151],"that":[152],"algorithm":[155],"not":[156],"improves":[158],"accuracy":[161],"but":[166],"also":[167],"reduces":[168],"model.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":8}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}