{"id":"https://openalex.org/W2938232584","doi":"https://doi.org/10.1145/3301506.3301537","title":"Dual-band Welding Speed Monitoring Method Based on Deep Learning","display_name":"Dual-band Welding Speed Monitoring Method Based on Deep Learning","publication_year":2018,"publication_date":"2018-12-29","ids":{"openalex":"https://openalex.org/W2938232584","doi":"https://doi.org/10.1145/3301506.3301537","mag":"2938232584"},"language":"en","primary_location":{"id":"doi:10.1145/3301506.3301537","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3301506.3301537","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 2nd International Conference on Video and 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/A5011666355","display_name":"Jiong Shen","orcid":"https://orcid.org/0000-0001-5702-7317"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jionghang Shen","raw_affiliation_strings":["School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007948583","display_name":"Zhuang Zhao","orcid":"https://orcid.org/0000-0002-2052-8633"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuang Zhao","raw_affiliation_strings":["School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069014785","display_name":"Jing Han","orcid":"https://orcid.org/0000-0002-1033-566X"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Han","raw_affiliation_strings":["School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100388053","display_name":"Yi Zhang","orcid":"https://orcid.org/0000-0001-7201-2092"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Zhang","raw_affiliation_strings":["School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088765569","display_name":"Lianfa Bai","orcid":"https://orcid.org/0000-0002-6688-4529"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianfa Bai","raw_affiliation_strings":["School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5011666355"],"corresponding_institution_ids":["https://openalex.org/I36399199"],"apc_list":null,"apc_paid":null,"fwci":0.5016,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66224214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"213","last_page":"217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10834","display_name":"Welding Techniques and Residual Stresses","score":1.0,"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":1.0,"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/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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":0.9970999956130981,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/welding","display_name":"Welding","score":0.8102402687072754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6834444403648376},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6496085524559021},{"id":"https://openalex.org/keywords/binary-image","display_name":"Binary image","score":0.6421380043029785},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6327409744262695},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5948521494865417},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5800923705101013},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5631745457649231},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5251267552375793},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.46945542097091675},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.4555441737174988},{"id":"https://openalex.org/keywords/weld-pool","display_name":"Weld pool","score":0.4116286039352417},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36933350563049316},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3656601905822754},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20108601450920105},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.12458977103233337},{"id":"https://openalex.org/keywords/arc-welding","display_name":"Arc welding","score":0.10527309775352478},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10178357362747192},{"id":"https://openalex.org/keywords/gas-tungsten-arc-welding","display_name":"Gas tungsten arc welding","score":0.06969213485717773}],"concepts":[{"id":"https://openalex.org/C19474535","wikidata":"https://www.wikidata.org/wiki/Q131172","display_name":"Welding","level":2,"score":0.8102402687072754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6834444403648376},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6496085524559021},{"id":"https://openalex.org/C193828747","wikidata":"https://www.wikidata.org/wiki/Q864118","display_name":"Binary image","level":4,"score":0.6421380043029785},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6327409744262695},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5948521494865417},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5800923705101013},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5631745457649231},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5251267552375793},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.46945542097091675},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.4555441737174988},{"id":"https://openalex.org/C2776143536","wikidata":"https://www.wikidata.org/wiki/Q7980866","display_name":"Weld pool","level":5,"score":0.4116286039352417},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36933350563049316},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3656601905822754},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20108601450920105},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.12458977103233337},{"id":"https://openalex.org/C20480867","wikidata":"https://www.wikidata.org/wiki/Q422937","display_name":"Arc welding","level":3,"score":0.10527309775352478},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10178357362747192},{"id":"https://openalex.org/C3450827","wikidata":"https://www.wikidata.org/wiki/Q1627310","display_name":"Gas tungsten arc welding","level":4,"score":0.06969213485717773},{"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3301506.3301537","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3301506.3301537","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 2nd International Conference on Video and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2024549595","https://openalex.org/W2039471474","https://openalex.org/W2112796928","https://openalex.org/W2122111042","https://openalex.org/W2133059825","https://openalex.org/W2348522560","https://openalex.org/W2361172240","https://openalex.org/W2364413510","https://openalex.org/W2385660609","https://openalex.org/W2540799832","https://openalex.org/W2990537723"],"related_works":["https://openalex.org/W3186605777","https://openalex.org/W3107295340","https://openalex.org/W2574769845","https://openalex.org/W2220864757","https://openalex.org/W146855993","https://openalex.org/W164895888","https://openalex.org/W3080815883","https://openalex.org/W2794758705","https://openalex.org/W1984518505","https://openalex.org/W2619953286"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,83],"welding":[4,19,90],"speed":[5],"monitoring":[6],"method":[7],"based":[8],"on":[9],"the":[10,18,30,37,54,60,78,87,98],"weld":[11,41,64],"pool":[12,42,65],"image,":[13],"which":[14],"can":[15],"effectively":[16],"monitor":[17,86],"quality.":[20],"Through":[21],"theoretical":[22],"analysis":[23],"and":[24,29,52,81,106,111],"experiments,":[25],"660":[26],"nm":[27,32],"band-pass":[28],"850":[31],"high-pass":[33],"are":[34],"selected":[35],"as":[36],"optimal":[38],"bands":[39,48],"for":[40],"image":[43,62,80],"capturing.":[44],"After":[45],"capturing":[46],"dual":[47,57],"images,":[49,59],"through":[50],"extracting":[51],"merging":[53],"contours":[55],"of":[56,63,89],"band":[58],"binary":[61,79],"contour":[66],"is":[67,74],"obtained.":[68],"An":[69],"improved":[70,99],"LeNet":[71,100],"deep":[72,101],"network":[73,102],"used":[75],"to":[76,85,93],"process":[77],"train":[82],"model":[84],"stability":[88],"speed.":[91,114],"Compared":[92],"traditional":[94],"machine":[95],"learning":[96],"method,":[97],"has":[103],"simple":[104],"structure":[105],"obtain":[107],"high":[108],"classification":[109],"accuracy":[110],"fast":[112],"response":[113]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
