{"id":"https://openalex.org/W4321063787","doi":"https://doi.org/10.1109/m2vip55626.2022.10041100","title":"Detection and State Classification of Bolts Based on Faster R-CNN","display_name":"Detection and State Classification of Bolts Based on Faster R-CNN","publication_year":2022,"publication_date":"2022-11-16","ids":{"openalex":"https://openalex.org/W4321063787","doi":"https://doi.org/10.1109/m2vip55626.2022.10041100"},"language":"en","primary_location":{"id":"doi:10.1109/m2vip55626.2022.10041100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/m2vip55626.2022.10041100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 28th International Conference on Mechatronics and Machine Vision in Practice (M2VIP)","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/A5065219869","display_name":"Zijun Su","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zijun Su","raw_affiliation_strings":["School of Mechanical Engineering, Southeast University,Nanjing,China","School of Mechanical Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Southeast University,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Mechanical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101596422","display_name":"Min Wu","orcid":"https://orcid.org/0000-0002-9419-6088"},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Wu","raw_affiliation_strings":["Electrical Co. LTD,Anhui Tianhang Aircraft,Wuhu,China","Anhui Tianhang Aircraft, Electrical Co. LTD, Wuhu, China"],"affiliations":[{"raw_affiliation_string":"Electrical Co. LTD,Anhui Tianhang Aircraft,Wuhu,China","institution_ids":["https://openalex.org/I70908550"]},{"raw_affiliation_string":"Anhui Tianhang Aircraft, Electrical Co. LTD, Wuhu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100643314","display_name":"Zhisheng Zhang","orcid":"https://orcid.org/0009-0005-3301-776X"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhisheng Zhang","raw_affiliation_strings":["School of Mechanical Engineering, Southeast University,Nanjing,China","School of Mechanical Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Southeast University,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Mechanical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025970821","display_name":"Haiying Wen","orcid":"https://orcid.org/0000-0001-7096-7581"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiying Wen","raw_affiliation_strings":["School of Mechanical Engineering, Southeast University,Engineering Research Center of New Light Sources Technology and Equipment, Ministry of Education,Nanjing,China","Engineering Research Center of New Light Sources Technology and Equipment, Ministry of Education, School of Mechanical Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Southeast University,Engineering Research Center of New Light Sources Technology and Equipment, Ministry of Education,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Engineering Research Center of New Light Sources Technology and Equipment, Ministry of Education, School of Mechanical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103102000","display_name":"Zhijie Xia","orcid":"https://orcid.org/0000-0001-6946-8937"},"institutions":[{"id":"https://openalex.org/I4210148486","display_name":"Jiangsu Industry Technology Research Institute","ror":"https://ror.org/044a9d018","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210148486"]},{"id":"https://openalex.org/I4210108149","display_name":"Changzhou Academy of Intelli-Ag Equipment (China)","ror":"https://ror.org/01j8cv720","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210108149"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijie Xia","raw_affiliation_strings":["JiangSu Nan Gao Intelligent, Equipment Innovation Center,Nanjing,China","JiangSu Nan Gao Intelligent, Equipment Innovation Center, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"JiangSu Nan Gao Intelligent, Equipment Innovation Center,Nanjing,China","institution_ids":["https://openalex.org/I4210108149","https://openalex.org/I4210148486"]},{"raw_affiliation_string":"JiangSu Nan Gao Intelligent, Equipment Innovation Center, Nanjing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019528428","display_name":"Hongzhang Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongzhang Zheng","raw_affiliation_strings":["School of Mechanical Engineering, Southeast University,Nanjing,China","School of Mechanical Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Southeast University,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Mechanical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5065219869"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":0.2667,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64125769,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12549","display_name":"Image and Object Detection Techniques","score":0.9958000183105469,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9912999868392944,"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/pallet","display_name":"Pallet","score":0.782772421836853},{"id":"https://openalex.org/keywords/nuts-and-bolts","display_name":"Nuts and bolts","score":0.5984011292457581},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5932472944259644},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.5358874201774597},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4799675941467285},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4582056999206543},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31503772735595703},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.30958807468414307}],"concepts":[{"id":"https://openalex.org/C51413319","wikidata":"https://www.wikidata.org/wiki/Q505996","display_name":"Pallet","level":2,"score":0.782772421836853},{"id":"https://openalex.org/C2777681105","wikidata":"https://www.wikidata.org/wiki/Q16882476","display_name":"Nuts and bolts","level":2,"score":0.5984011292457581},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5932472944259644},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.5358874201774597},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4799675941467285},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4582056999206543},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31503772735595703},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.30958807468414307},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/m2vip55626.2022.10041100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/m2vip55626.2022.10041100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 28th International Conference on Mechatronics and Machine Vision in Practice (M2VIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G4723995648","display_name":null,"funder_award_id":"51775108,51705063","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5345475200","display_name":null,"funder_award_id":"BK20190368","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1686810756","https://openalex.org/W2102605133","https://openalex.org/W2194775991","https://openalex.org/W2963037989","https://openalex.org/W3001997753","https://openalex.org/W3086510830","https://openalex.org/W3107474049","https://openalex.org/W4238433312","https://openalex.org/W4293584584","https://openalex.org/W6637373629","https://openalex.org/W6675026286","https://openalex.org/W6750227808","https://openalex.org/W6782710393"],"related_works":["https://openalex.org/W59439004","https://openalex.org/W575696998","https://openalex.org/W572765140","https://openalex.org/W2342739646","https://openalex.org/W610320743","https://openalex.org/W4366437295","https://openalex.org/W2626136638","https://openalex.org/W4251858511","https://openalex.org/W2358237165","https://openalex.org/W1834579008"],"abstract_inverted_index":{"With":[0],"the":[1,4,9,23,40,46,49,53,57,100,103,109,118,134],"increase":[2],"of":[3,7,11,36,52,56,91,129],"training":[5],"frequency":[6,10],"aircraft,":[8,22],"daily":[12],"maintenance":[13],"work":[14],"also":[15,27],"increases":[16],"dramatically.":[17],"As":[18],"key":[19],"connectors":[20],"in":[21,133],"demand":[24],"for":[25,48],"bolts":[26,116],"significantly":[28],"increases.":[29],"Hardness":[30],"is":[31,61,84,87,137],"an":[32,62,67,88,92],"important":[33,89],"performance":[34],"index":[35],"bolts.":[37,58],"At":[38],"present,":[39],"manual":[41],"inspection":[42],"method":[43,79,113],"cannot":[44],"meet":[45],"requirement":[47],"hardness":[50,69,94,110],"test":[51],"large":[54],"number":[55],"Therefore,":[59],"there":[60],"urgent":[63],"need":[64],"to":[65],"develop":[66],"automated":[68,93],"detection":[70,78,95],"system.":[71],"In":[72],"this":[73,130],"paper,":[74],"a":[75],"bolt":[76,104,135],"state":[77],"based":[80],"on":[81,108,117],"Faster":[82],"R-CNN":[83],"proposed,":[85],"which":[86],"part":[90],"system":[96],"and":[97,105,120],"can":[98,114],"assist":[99],"robot":[101],"grasping":[102],"placing":[106],"it":[107],"tester.":[111],"This":[112],"detect":[115],"pallet":[119],"classify":[121],"their":[122],"states.":[123],"The":[124],"mean":[125],"average":[126],"precision":[127],"(mAP)":[128],"model":[131],"used":[132],"dataset":[136],"96.44%.":[138]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
