{"id":"https://openalex.org/W4281764691","doi":"https://doi.org/10.1177/01423312221094393","title":"Research on belt foreign body detection method based on deep learning","display_name":"Research on belt foreign body detection method based on deep learning","publication_year":2022,"publication_date":"2022-05-10","ids":{"openalex":"https://openalex.org/W4281764691","doi":"https://doi.org/10.1177/01423312221094393"},"language":"en","primary_location":{"id":"doi:10.1177/01423312221094393","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312221094393","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","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/A5072522485","display_name":"Dong Xiao","orcid":"https://orcid.org/0000-0002-0401-6654"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dong Xiao","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-0401-6654","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055674202","display_name":"Zhuang Kang","orcid":"https://orcid.org/0000-0001-6218-3621"},"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":"Zhuang Kang","raw_affiliation_strings":["School of Astronautics, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Astronautics, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068024307","display_name":"Hang Z. Yu","orcid":"https://orcid.org/0000-0002-7629-9577"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Yu","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089960994","display_name":"Lushan Wan","orcid":"https://orcid.org/0000-0003-2589-8593"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lushan Wan","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072522485"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":null,"apc_paid":null,"fwci":0.8951,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.68803064,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"44","issue":"15","first_page":"2919","last_page":"2927"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13341","display_name":"Belt Conveyor Systems Engineering","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13341","display_name":"Belt Conveyor Systems Engineering","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T12282","display_name":"Mineral Processing and Grinding","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T13715","display_name":"Power Line Inspection Robots","score":0.9782999753952026,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/belt-conveyor","display_name":"Belt conveyor","score":0.660088300704956},{"id":"https://openalex.org/keywords/conveyor-belt","display_name":"Conveyor belt","score":0.6487435102462769},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.5904844999313354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5441249012947083},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5134709477424622},{"id":"https://openalex.org/keywords/iron-ore","display_name":"Iron ore","score":0.5095863342285156},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.42269474267959595},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41132932901382446},{"id":"https://openalex.org/keywords/mining-engineering","display_name":"Mining engineering","score":0.3521103858947754},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3508131206035614},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2874854505062103},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.1326177418231964},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.0992632508277893}],"concepts":[{"id":"https://openalex.org/C2986611964","wikidata":"https://www.wikidata.org/wiki/Q770135","display_name":"Belt conveyor","level":2,"score":0.660088300704956},{"id":"https://openalex.org/C2777709985","wikidata":"https://www.wikidata.org/wiki/Q770135","display_name":"Conveyor belt","level":2,"score":0.6487435102462769},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.5904844999313354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5441249012947083},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5134709477424622},{"id":"https://openalex.org/C2779748816","wikidata":"https://www.wikidata.org/wiki/Q191552","display_name":"Iron ore","level":2,"score":0.5095863342285156},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.42269474267959595},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41132932901382446},{"id":"https://openalex.org/C16674752","wikidata":"https://www.wikidata.org/wiki/Q1370637","display_name":"Mining engineering","level":1,"score":0.3521103858947754},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3508131206035614},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2874854505062103},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.1326177418231964},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0992632508277893},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/01423312221094393","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312221094393","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6700000166893005,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G4761157158","display_name":null,"funder_award_id":"Grant N2104026","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5768350492","display_name":null,"funder_award_id":"2020AAA0109203","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8915556279","display_name":null,"funder_award_id":"Grant 52074064","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1503216589","https://openalex.org/W1536680647","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2296354816","https://openalex.org/W2570343428","https://openalex.org/W2582025857","https://openalex.org/W2962851801","https://openalex.org/W2963037989","https://openalex.org/W2963346150","https://openalex.org/W2963446712","https://openalex.org/W2982035345","https://openalex.org/W3010699739","https://openalex.org/W3038128399","https://openalex.org/W3103461182","https://openalex.org/W3106250896","https://openalex.org/W3120307873"],"related_works":["https://openalex.org/W2372685478","https://openalex.org/W3203536437","https://openalex.org/W2052267905","https://openalex.org/W2055387704","https://openalex.org/W2380145441","https://openalex.org/W2364564508","https://openalex.org/W2027973978","https://openalex.org/W2379884209","https://openalex.org/W2385357153","https://openalex.org/W102896196"],"abstract_inverted_index":{"Recently,":[0],"accelerating":[1],"the":[2,5,16,20,48,75,81,88,94,102,111,122,136,141,146,155,163,166,184,189,199],"improvement":[3],"in":[4,68],"level":[6],"of":[7,19,51,90,96,165,195],"iron":[8,37],"ore":[9,38,97,200],"mining":[10,52],"has":[11],"become":[12],"extremely":[13],"important":[14],"for":[15],"sustainable":[17],"development":[18],"steel":[21,28],"industry.":[22],"Various":[23],"foreign":[24,83,105,118,196],"objects":[25],"such":[26],"as":[27],"bars,":[29],"wood,":[30],"and":[31,46,92,120,130,148,178],"plastic":[32],"pipes":[33],"easily":[34],"appear":[35],"on":[36,60,110,125,140,198],"belt":[39,82,104,117],"conveyors,":[40],"which":[41],"cause":[42],"damage":[43],"to":[44,79,86,115,153,183],"equipment":[45],"harm":[47],"personal":[49],"safety":[50],"workers.":[53],"Accordingly,":[54],"a":[55,179],"lightweight":[56],"detection":[57,107],"model":[58,123,167,172,190],"based":[59,109,124,139],"you":[61],"only":[62],"look":[63],"once":[64],"(YOLO)v3":[65],"is":[66,168],"proposed":[67],"this":[69],"study.":[70],"This":[71],"study":[72],"first":[73],"uses":[74],"median":[76],"filter":[77],"method":[78],"preprocess":[80],"body":[84],"image":[85],"remove":[87],"influence":[89],"dust":[91],"improve":[93],"clarity":[95],"edges.":[98],"Second,":[99],"we":[100],"train":[101],"YOLOv3":[103,156,186],"matter":[106,119,197],"algorithm":[108],"selected":[112],"data":[113],"set":[114],"detect":[116],"evaluate":[121],"mean":[126],"average":[127],"precision":[128],"(mAP)":[129],"other":[131],"indicators.":[132],"Finally,":[133],"after":[134],"implementing":[135],"sparse":[137],"training":[138],"batch":[142],"normalization":[143],"(BN)":[144],"layers,":[145],"channel-pruning":[147],"layer-pruning":[149],"strategies":[150],"are":[151],"implemented":[152],"simplify":[154],"model,":[157],"followed":[158],"by":[159],"parameter":[160],"fine-tuning.":[161],"When":[162],"accuracy":[164],"not":[169],"affected,":[170],"our":[171],"realizes":[173],"smaller":[174,180],"calculations,":[175],"faster":[176],"processing,":[177],"size":[181],"compared":[182],"original":[185],"model.":[187],"Hence,":[188],"effectively":[191],"achieves":[192],"real-time":[193],"recognition":[194],"conveyor":[201],"belt.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}