{"id":"https://openalex.org/W3121315405","doi":"https://doi.org/10.3233/jifs-189693","title":"Research on detection algorithm of lithium battery surface defects based on embedded machine vision","display_name":"Research on detection algorithm of lithium battery surface defects based on embedded machine vision","publication_year":2021,"publication_date":"2021-01-20","ids":{"openalex":"https://openalex.org/W3121315405","doi":"https://doi.org/10.3233/jifs-189693","mag":"3121315405"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-189693","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-189693","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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/A5100723349","display_name":"Yonggang Chen","orcid":"https://orcid.org/0000-0002-0970-6363"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yonggang Chen","raw_affiliation_strings":["Department of Mechanical and Electrical Engineering, DongGuan Polytechnic, Dong Guan, China","Guangdong Textile Industry Intelligent Detection Engineering Technology Research Center (DGPT), Dong Guan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Electrical Engineering, DongGuan Polytechnic, Dong Guan, China","institution_ids":[]},{"raw_affiliation_string":"Guangdong Textile Industry Intelligent Detection Engineering Technology Research Center (DGPT), Dong Guan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043776720","display_name":"Yufeng Shu","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yufeng Shu","raw_affiliation_strings":["Department of Mechanical and Electrical Engineering, DongGuan Polytechnic, Dong Guan, China","Guangdong Textile Industry Intelligent Detection Engineering Technology Research Center (DGPT), Dong Guan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Electrical Engineering, DongGuan Polytechnic, Dong Guan, China","institution_ids":[]},{"raw_affiliation_string":"Guangdong Textile Industry Intelligent Detection Engineering Technology Research Center (DGPT), Dong Guan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006442015","display_name":"Xiaomian Li","orcid":"https://orcid.org/0000-0002-0938-9329"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaomian Li","raw_affiliation_strings":["Department of Mechanical and Electrical Engineering, DongGuan Polytechnic, Dong Guan, China","Guangdong Textile Industry Intelligent Detection Engineering Technology Research Center (DGPT), Dong Guan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Electrical Engineering, DongGuan Polytechnic, Dong Guan, China","institution_ids":[]},{"raw_affiliation_string":"Guangdong Textile Industry Intelligent Detection Engineering Technology Research Center (DGPT), Dong Guan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113895749","display_name":"Changwei Xiong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Changwei Xiong","raw_affiliation_strings":["Department of Mechanical and Electrical Engineering, DongGuan Polytechnic, Dong Guan, China","Guangdong Textile Industry Intelligent Detection Engineering Technology Research Center (DGPT), Dong Guan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Electrical Engineering, DongGuan Polytechnic, Dong Guan, China","institution_ids":[]},{"raw_affiliation_string":"Guangdong Textile Industry Intelligent Detection Engineering Technology Research Center (DGPT), Dong Guan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044338391","display_name":"Shenyi Cao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shenyi Cao","raw_affiliation_strings":["Department of Mechanical and Electrical Engineering, DongGuan Polytechnic, Dong Guan, China","Guangdong Textile Industry Intelligent Detection Engineering Technology Research Center (DGPT), Dong Guan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Electrical Engineering, DongGuan Polytechnic, Dong Guan, China","institution_ids":[]},{"raw_affiliation_string":"Guangdong Textile Industry Intelligent Detection Engineering Technology Research Center (DGPT), Dong Guan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060722367","display_name":"Xinyan Wen","orcid":"https://orcid.org/0000-0003-4257-921X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinyan Wen","raw_affiliation_strings":["Department of Mechanical and Electrical Engineering, DongGuan Polytechnic, Dong Guan, China","Guangdong Textile Industry Intelligent Detection Engineering Technology Research Center (DGPT), Dong Guan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Electrical Engineering, DongGuan Polytechnic, Dong Guan, China","institution_ids":[]},{"raw_affiliation_string":"Guangdong Textile Industry Intelligent Detection Engineering Technology Research Center (DGPT), Dong Guan, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101128415","display_name":"Zicong Xie","orcid":"https://orcid.org/0000-0002-3354-1618"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zicong Xie","raw_affiliation_strings":["Department of Mechanical and Electrical Engineering, DongGuan Polytechnic, Dong Guan, China","Guangdong Textile Industry Intelligent Detection Engineering Technology Research Center (DGPT), Dong Guan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Electrical Engineering, DongGuan Polytechnic, Dong Guan, China","institution_ids":[]},{"raw_affiliation_string":"Guangdong Textile Industry Intelligent Detection Engineering Technology Research Center (DGPT), Dong Guan, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5043776720"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.511,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.84599156,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"41","issue":"3","first_page":"4327","last_page":"4335"},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9900000095367432,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9733999967575073,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/battery","display_name":"Battery (electricity)","score":0.7981181144714355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7372080683708191},{"id":"https://openalex.org/keywords/lithium-battery","display_name":"Lithium battery","score":0.5010843276977539},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4731268286705017},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46324434876441956},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35224878787994385},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.3422711491584778},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15544608235359192},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.15116551518440247}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.7981181144714355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7372080683708191},{"id":"https://openalex.org/C2779004117","wikidata":"https://www.wikidata.org/wiki/Q899079","display_name":"Lithium battery","level":4,"score":0.5010843276977539},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4731268286705017},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46324434876441956},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35224878787994385},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3422711491584778},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15544608235359192},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.15116551518440247},{"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/C2182769","wikidata":"https://www.wikidata.org/wiki/Q62500","display_name":"Ionic bonding","level":3,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C145148216","wikidata":"https://www.wikidata.org/wiki/Q36496","display_name":"Ion","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-189693","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-189693","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W29277504","https://openalex.org/W1511964238","https://openalex.org/W1836465849","https://openalex.org/W1844670856","https://openalex.org/W1851581894","https://openalex.org/W1870105818","https://openalex.org/W1972383789","https://openalex.org/W1973501956","https://openalex.org/W1985756133","https://openalex.org/W2005164446","https://openalex.org/W2027933820","https://openalex.org/W2090494047","https://openalex.org/W2095705004","https://openalex.org/W2097234820","https://openalex.org/W2112129461","https://openalex.org/W2120419212","https://openalex.org/W2146758739","https://openalex.org/W2161969291","https://openalex.org/W2163605009","https://openalex.org/W2193145675","https://openalex.org/W2267839427","https://openalex.org/W2539591900","https://openalex.org/W2586611921","https://openalex.org/W2759332716","https://openalex.org/W2943961857","https://openalex.org/W2945412110","https://openalex.org/W2962917547","https://openalex.org/W2963351448","https://openalex.org/W2963813458","https://openalex.org/W3007370976","https://openalex.org/W3007933361"],"related_works":["https://openalex.org/W2887687446","https://openalex.org/W2365769302","https://openalex.org/W1985513454","https://openalex.org/W2046029902","https://openalex.org/W2548440261","https://openalex.org/W2122610791","https://openalex.org/W2382276671","https://openalex.org/W2214136779","https://openalex.org/W4293211319","https://openalex.org/W2999391011"],"abstract_inverted_index":{"In":[0,51,165],"the":[1,7,21,28,38,46,55,64,90,103,109,116,130,141,160,168,176,187,195,220,225,233],"production":[2,47],"process":[3,161],"of":[4,11,20,30,48,60,67,105,119,143,162,189,199],"lithium":[5,12,49,87,106,190,200],"battery,":[6,191],"quality":[8,104],"inspection":[9,33,41],"requirements":[10,118],"battery":[13,88,107,122,128,144,209,221,226],"are":[14,146,152],"very":[15],"high.":[16],"At":[17],"present,":[18,140],"most":[19],"work":[22],"is":[23,43,108,129,172],"done":[24],"manually.":[25,150],"Aiming":[26],"at":[27,139],"problem":[29,132],"large":[31,36],"manual":[32,163],"workload":[34],"and":[35,58,62,71,93,155,183,211,223,231],"error,":[37],"robot":[39],"visual":[40,68,81,169],"technology":[42],"applied":[44],"to":[45,76,113,125,133,174,193,206,218],"battery.":[50],"recent":[52],"years,":[53],"with":[54],"rapid":[56,65],"development":[57,66],"progress":[59],"science":[61],"technology,":[63],"detection":[69,82,97,157,170,216],"hardware":[70],"algorithms,":[72],"making":[73],"it":[74],"possible":[75],"screen":[77],"defective":[78],"products":[79],"through":[80,235],"algorithms.":[83],"This":[84],"paper":[85],"takes":[86],"as":[89,179],"research":[91],"object,":[92],"studies":[94],"its":[95],"vision":[96],"algorithm.":[98],"As":[99],"a":[100],"common":[101],"commodity,":[102],"key":[110,131],"for":[111,121,229],"users":[112,120],"choose.":[114],"With":[115],"increasing":[117],"quality,":[123],"how":[124],"produce":[126],"high-quality":[127],"be":[134],"solved":[135],"by":[136],"manufacturers.":[137],"However,":[138],"defects":[142,177],"surface":[145,188],"mostly":[147],"carried":[148],"out":[149],"There":[151],"low":[153,156],"efficiency":[154],"rate":[158],"in":[159],"detection.":[164],"this":[166],"paper,":[167],"algorithm":[171,228,234],"studied":[173],"detect":[175],"such":[178],"pits,":[180],"rust":[181],"marks":[182],"broken":[184],"skin":[185],"on":[186],"specifically":[192],"design":[194,207,224],"imaging":[196],"experimental":[197],"platform":[198],"battery;":[201],"use":[202,214],"different":[203,208],"lighting":[204],"schemes":[205],"positioning":[210],"extraction":[212],"algorithms;":[213],"Hough":[215],"method":[217],"locate":[219],"surface,":[222],"defect":[227],"this,":[230],"compare":[232],"experiments.":[236]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}