{"id":"https://openalex.org/W4387954911","doi":"https://doi.org/10.1145/3604078.3604113","title":"Research on Weld Detection Based on Weighted Feature Fusion Network","display_name":"Research on Weld Detection Based on Weighted Feature Fusion Network","publication_year":2023,"publication_date":"2023-05-19","ids":{"openalex":"https://openalex.org/W4387954911","doi":"https://doi.org/10.1145/3604078.3604113"},"language":"en","primary_location":{"id":"doi:10.1145/3604078.3604113","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3604078.3604113","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Conference on Digital Image Processing","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/A5109649866","display_name":"M.-J.J. Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I3019309368","display_name":"North Minzu University","ror":"https://ror.org/05xjevr11","country_code":"CN","type":"education","lineage":["https://openalex.org/I3019309368"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mengxue Wang","raw_affiliation_strings":["College of Electronic &amp; Information Engineering, North Minzu University, China and \rThe Key Laboratory of Intelligent Information and Big Data Prcessing, North Minzu University, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic &amp; Information Engineering, North Minzu University, China and \rThe Key Laboratory of Intelligent Information and Big Data Prcessing, North Minzu University, China","institution_ids":["https://openalex.org/I3019309368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101658149","display_name":"Xing Ma","orcid":"https://orcid.org/0000-0001-9633-1725"},"institutions":[{"id":"https://openalex.org/I3019309368","display_name":"North Minzu University","ror":"https://ror.org/05xjevr11","country_code":"CN","type":"education","lineage":["https://openalex.org/I3019309368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Ma","raw_affiliation_strings":["College of Electronic &amp; Information Engineering, North Minzu University, China and \rThe Key Laboratory of Intelligent Information and Big Data Prcessing, North Minzu University, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic &amp; Information Engineering, North Minzu University, China and \rThe Key Laboratory of Intelligent Information and Big Data Prcessing, North Minzu University, China","institution_ids":["https://openalex.org/I3019309368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049786333","display_name":"Chunyang Mu","orcid":"https://orcid.org/0000-0001-6765-6897"},"institutions":[{"id":"https://openalex.org/I3019309368","display_name":"North Minzu University","ror":"https://ror.org/05xjevr11","country_code":"CN","type":"education","lineage":["https://openalex.org/I3019309368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunyang Mu","raw_affiliation_strings":["College of Mechatronic Engineering, North Minzu University, China and \rThe Key Laboratory of Intelligent Information and Big Data Prcessing, North Minzu University, China"],"affiliations":[{"raw_affiliation_string":"College of Mechatronic Engineering, North Minzu University, China and \rThe Key Laboratory of Intelligent Information and Big Data Prcessing, North Minzu University, China","institution_ids":["https://openalex.org/I3019309368"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002349267","display_name":"Bing Hou","orcid":"https://orcid.org/0009-0005-6942-835X"},"institutions":[{"id":"https://openalex.org/I3019309368","display_name":"North Minzu University","ror":"https://ror.org/05xjevr11","country_code":"CN","type":"education","lineage":["https://openalex.org/I3019309368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Hou","raw_affiliation_strings":["College of Electronic &amp; Information Engineering, North Minzu University, China and \rThe Key Laboratory of Intelligent Information and Big Data Prcessing, North Minzu University, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic &amp; Information Engineering, North Minzu University, China and \rThe Key Laboratory of Intelligent Information and Big Data Prcessing, North Minzu University, China","institution_ids":["https://openalex.org/I3019309368"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5109649866"],"corresponding_institution_ids":["https://openalex.org/I3019309368"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14451218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10834","display_name":"Welding Techniques and Residual Stresses","score":0.9998999834060669,"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/T10834","display_name":"Welding Techniques and Residual Stresses","score":0.9998999834060669,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9803000092506409,"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/pyramid","display_name":"Pyramid (geometry)","score":0.7161204814910889},{"id":"https://openalex.org/keywords/welding","display_name":"Welding","score":0.7066512703895569},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6610325574874878},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6188101172447205},{"id":"https://openalex.org/keywords/grinding","display_name":"Grinding","score":0.5743045210838318},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.572150468826294},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5477194786071777},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5253678560256958},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5227494239807129},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.482389360666275},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4619797468185425},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4198642075061798},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4194489121437073},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21245887875556946},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.15359443426132202},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12571033835411072},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.1084250807762146}],"concepts":[{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.7161204814910889},{"id":"https://openalex.org/C19474535","wikidata":"https://www.wikidata.org/wiki/Q131172","display_name":"Welding","level":2,"score":0.7066512703895569},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6610325574874878},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6188101172447205},{"id":"https://openalex.org/C2777571299","wikidata":"https://www.wikidata.org/wiki/Q3680646","display_name":"Grinding","level":2,"score":0.5743045210838318},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.572150468826294},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5477194786071777},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5253678560256958},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5227494239807129},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.482389360666275},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4619797468185425},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4198642075061798},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4194489121437073},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21245887875556946},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.15359443426132202},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12571033835411072},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.1084250807762146},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"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/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3604078.3604113","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3604078.3604113","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Conference on Digital Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2044126174","https://openalex.org/W2618530766","https://openalex.org/W2621119428","https://openalex.org/W2734189584","https://openalex.org/W2884561390","https://openalex.org/W2911054611","https://openalex.org/W2944303778","https://openalex.org/W3019407890","https://openalex.org/W3034971973","https://openalex.org/W3177052299"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2127804977","https://openalex.org/W2108418243","https://openalex.org/W2558687676","https://openalex.org/W164103134","https://openalex.org/W2787352659","https://openalex.org/W1970611213","https://openalex.org/W2055172913"],"abstract_inverted_index":{"Weld":[0],"seam":[1],"grinding":[2,44],"is":[3,31,45,82],"a":[4,50,63],"crucial":[5],"process":[6,116],"for":[7,41],"welding":[8],"cast":[9],"products.":[10],"Not":[11],"only":[12],"are":[13],"the":[14,29,69,86,98,103,110,114,119],"polished":[15],"welds":[16],"more":[17],"attractive":[18],"and":[19,33,71,101,126,141],"durable,":[20],"but":[21],"they":[22],"also":[23],"have":[24],"superior":[25],"stress":[26],"effects.":[27],"However,":[28],"workplace":[30],"harsh":[32],"can":[34],"significantly":[35],"impact":[36],"health.":[37],"The":[38],"first":[39],"task":[40],"automated":[42],"weld":[43,46,135],"detection.":[47],"This":[48],"paper,":[49],"pyramid":[51],"feature":[52],"fusion":[53],"network":[54,73],"(YOLOv5-BiCA)":[55],"learning":[56],"model":[57],"with":[58],"embedded":[59],"coordinate":[60],"attention":[61],"as":[62],"weighting":[64],"condition":[65],"that":[66],"fully":[67],"utilizes":[68],"shallow":[70],"deep":[72],"information.":[74],"An":[75],"online":[76],"data":[77],"augmentation":[78],"strategy":[79],"employing":[80],"Mosaic+Mixup":[81],"proposed":[83,130],"to":[84,96,117,147],"address":[85,118],"problem":[87,120],"of":[88,106,121],"insufficient":[89],"sample":[90],"size.":[91],"We":[92],"use":[93],"Focal":[94],"Loss":[95],"enhance":[97],"classification":[99],"function":[100,112],"increase":[102],"positive":[104,107,125],"influence":[105],"samples":[108],"on":[109,151],"loss":[111],"during":[113],"training":[115],"an":[122],"imbalance":[123],"between":[124],"negative":[127],"sample.":[128],"Our":[129],"YOLOv5-BiCA":[131],"performs":[132],"better":[133],"in":[134],"detection,":[136],"mAP":[137],"improves":[138,143],"by":[139,144],"3.5%,":[140],"recall":[142],"7.97%,":[145],"according":[146],"experimental":[148],"results":[149],"based":[150],"homegrown":[152],"datasets.":[153]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
