{"id":"https://openalex.org/W4394731422","doi":"https://doi.org/10.1109/ricai60863.2023.10489401","title":"Research on Defect Recognition Method of Digital Pipeline Negatives Based on Improved YOLO Algorithm","display_name":"Research on Defect Recognition Method of Digital Pipeline Negatives Based on Improved YOLO Algorithm","publication_year":2023,"publication_date":"2023-12-01","ids":{"openalex":"https://openalex.org/W4394731422","doi":"https://doi.org/10.1109/ricai60863.2023.10489401"},"language":"en","primary_location":{"id":"doi:10.1109/ricai60863.2023.10489401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ricai60863.2023.10489401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 5th International Conference on Robotics, Intelligent Control and Artificial Intelligence (RICAI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100527531","display_name":"Weijian Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107371","display_name":"Guangdong Special Equipment Inspection and Research Institute","ror":"https://ror.org/01wtjkn81","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210107371"]},{"id":"https://openalex.org/I4210148854","display_name":"Shandong Special Equipment Inspection Institute","ror":"https://ror.org/04nk2tb51","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210148854"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijian Luo","raw_affiliation_strings":["Guangdong Institute of Special Equipment Inspection and Research,Guangzhou,China","Guangdong Institute of Special Equipment Inspection and Research, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Institute of Special Equipment Inspection and Research,Guangzhou,China","institution_ids":["https://openalex.org/I4210107371","https://openalex.org/I4210148854"]},{"raw_affiliation_string":"Guangdong Institute of Special Equipment Inspection and Research, Guangzhou, China","institution_ids":["https://openalex.org/I4210107371","https://openalex.org/I4210148854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008695686","display_name":"Cong Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107371","display_name":"Guangdong Special Equipment Inspection and Research Institute","ror":"https://ror.org/01wtjkn81","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210107371"]},{"id":"https://openalex.org/I4210148854","display_name":"Shandong Special Equipment Inspection Institute","ror":"https://ror.org/04nk2tb51","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210148854"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Deng","raw_affiliation_strings":["Guangdong Institute of Special Equipment Inspection and Research,Guangzhou,China","Guangdong Institute of Special Equipment Inspection and Research, Guangzhou, China","School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Institute of Special Equipment Inspection and Research,Guangzhou,China","institution_ids":["https://openalex.org/I4210107371","https://openalex.org/I4210148854"]},{"raw_affiliation_string":"Guangdong Institute of Special Equipment Inspection and Research, Guangzhou, China","institution_ids":["https://openalex.org/I4210107371","https://openalex.org/I4210148854"]},{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063000042","display_name":"Jiayue Liu","orcid":"https://orcid.org/0000-0003-0853-8158"},"institutions":[{"id":"https://openalex.org/I4210107371","display_name":"Guangdong Special Equipment Inspection and Research Institute","ror":"https://ror.org/01wtjkn81","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210107371"]},{"id":"https://openalex.org/I4210148854","display_name":"Shandong Special Equipment Inspection Institute","ror":"https://ror.org/04nk2tb51","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210148854"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayue Liu","raw_affiliation_strings":["Guangdong Institute of Special Equipment Inspection and Research,Guangzhou,China","Guangdong Institute of Special Equipment Inspection and Research, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Institute of Special Equipment Inspection and Research,Guangzhou,China","institution_ids":["https://openalex.org/I4210107371","https://openalex.org/I4210148854"]},{"raw_affiliation_string":"Guangdong Institute of Special Equipment Inspection and Research, Guangzhou, China","institution_ids":["https://openalex.org/I4210107371","https://openalex.org/I4210148854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077777696","display_name":"Xufeng Li","orcid":"https://orcid.org/0000-0002-0506-4834"},"institutions":[{"id":"https://openalex.org/I4210107371","display_name":"Guangdong Special Equipment Inspection and Research Institute","ror":"https://ror.org/01wtjkn81","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210107371"]},{"id":"https://openalex.org/I4210148854","display_name":"Shandong Special Equipment Inspection Institute","ror":"https://ror.org/04nk2tb51","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210148854"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xufeng Li","raw_affiliation_strings":["Guangdong Institute of Special Equipment Inspection and Research,Guangzhou,China","Guangdong Institute of Special Equipment Inspection and Research, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Institute of Special Equipment Inspection and Research,Guangzhou,China","institution_ids":["https://openalex.org/I4210107371","https://openalex.org/I4210148854"]},{"raw_affiliation_string":"Guangdong Institute of Special Equipment Inspection and Research, Guangzhou, China","institution_ids":["https://openalex.org/I4210107371","https://openalex.org/I4210148854"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"980","last_page":"985"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9943000078201294,"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"}},"topics":[{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9943000078201294,"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"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9850999712944031,"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":0.9764000177383423,"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/computer-science","display_name":"Computer science","score":0.7411216497421265},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6606643199920654},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4645656645298004},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4369204640388489},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35370853543281555},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3478769361972809},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.057711273431777954}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7411216497421265},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6606643199920654},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4645656645298004},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4369204640388489},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35370853543281555},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3478769361972809},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.057711273431777954}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ricai60863.2023.10489401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ricai60863.2023.10489401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 5th International Conference on Robotics, Intelligent Control and Artificial Intelligence (RICAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2102423238","https://openalex.org/W2130523650","https://openalex.org/W2145997357","https://openalex.org/W2962632463","https://openalex.org/W3048978826","https://openalex.org/W3132708544","https://openalex.org/W4361293393","https://openalex.org/W4385670809","https://openalex.org/W4385976263","https://openalex.org/W4387521448"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Pipe":[0],"welding":[1,91,163],"is":[2,36],"widely":[3],"used":[4],"in":[5,72],"industry.":[6],"Defects":[7],"such":[8,59,175],"as":[9,60,176],"cracking,":[10],"porosity,":[11,63],"slagging,":[12],"imperfect":[13,66],"shape,":[14],"under-welding":[15],"and":[16,23,30,38,54,68,74,77,101,106,116,134,144,171,187,197],"cracking":[17],"may":[18],"negatively":[19],"affect":[20],"the":[21,27,31,52,113,182,191],"strength":[22],"sealing":[24],"performance":[25],"of":[26,33,43,56,90,112,119,184,200],"welded":[28],"structure,":[29],"evaluation":[32],"weld":[34,44,61,137,149],"defects":[35,45,58,92,138],"time-consuming":[37],"labor-intensive,":[39],"so":[40],"intelligent":[41],"recognition":[42],"has":[46],"become":[47],"crucial.":[48],"In":[49,86],"this":[50,153],"paper,":[51],"characteristics":[53,115],"morphology":[55],"various":[57],"cracks,":[62],"slag":[64,104],"entrapment,":[65,105],"shapes,":[67],"crazing":[69],"are":[70,80],"studied":[71],"detail,":[73],"algorithm":[75],"optimization":[76],"model":[78],"training":[79],"carried":[81],"out":[82],"for":[83,147,161],"these":[84,120],"characteristics.":[85],"addition,":[87],"different":[88],"types":[89],"commonly":[93],"found":[94],"on":[95,139],"negatives":[96],"were":[97],"considered,":[98],"including":[99],"volumetric":[100],"planar":[102],"defects,":[103,121],"under-welding.":[107],"Through":[108],"an":[109,142],"in-depth":[110],"study":[111],"imaging":[114],"basic":[117],"properties":[118],"we":[122],"have":[123],"developed":[124],"a":[125,158,194],"comprehensive":[126],"target":[127],"detection":[128,186],"system":[129],"designed":[130],"to":[131,156,180],"automatically":[132],"identify":[133],"categorize":[135],"common":[136],"negatives,":[140],"providing":[141,190],"efficient":[143,198],"accurate":[145],"tool":[146],"pipeline":[148,162,203],"quality":[150,164],"control.":[151],"Ultimately,":[152],"research":[154],"aims":[155],"provide":[157],"complete":[159],"solution":[160],"control":[165],"by":[166],"combining":[167],"advanced":[168],"computer":[169],"vision":[170],"deep":[172],"learning":[173],"techniques,":[174],"improved":[177],"YOLO":[178],"algorithm,":[179],"improve":[181],"efficiency":[183],"defect":[185],"identification,":[188],"thereby":[189],"industry":[192],"with":[193],"more":[195],"reliable":[196],"means":[199],"digitally":[201],"evaluating":[202],"negatives.":[204]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}