{"id":"https://openalex.org/W2991295592","doi":"https://doi.org/10.1145/3366194.3366213","title":"Engineering Drawing Recognition Model with Convolutional Neural Network","display_name":"Engineering Drawing Recognition Model with Convolutional Neural Network","publication_year":2019,"publication_date":"2019-09-20","ids":{"openalex":"https://openalex.org/W2991295592","doi":"https://doi.org/10.1145/3366194.3366213","mag":"2991295592"},"language":"en","primary_location":{"id":"doi:10.1145/3366194.3366213","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3366194.3366213","pdf_url":null,"source":{"id":"https://openalex.org/S4306523677","display_name":"Proceedings of the 2019 International Conference on Robotics, Intelligent Control and Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 International Conference on Robotics, Intelligent Control and Artificial Intelligence","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/A5054330587","display_name":"Liu li","orcid":null},"institutions":[{"id":"https://openalex.org/I91935597","display_name":"University of South China","ror":"https://ror.org/03mqfn238","country_code":"CN","type":"education","lineage":["https://openalex.org/I91935597"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liu li","raw_affiliation_strings":["School of Computing, University of South China, HengYang HuNan China"],"affiliations":[{"raw_affiliation_string":"School of Computing, University of South China, HengYang HuNan China","institution_ids":["https://openalex.org/I91935597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117357850","display_name":"Yuhui Chen","orcid":"https://orcid.org/0009-0000-1217-5877"},"institutions":[{"id":"https://openalex.org/I91935597","display_name":"University of South China","ror":"https://ror.org/03mqfn238","country_code":"CN","type":"education","lineage":["https://openalex.org/I91935597"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Yuhui","raw_affiliation_strings":["School of Computing, University of South China, HengYang HuNan China"],"affiliations":[{"raw_affiliation_string":"School of Computing, University of South China, HengYang HuNan China","institution_ids":["https://openalex.org/I91935597"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100644408","display_name":"Xiaoting Liu","orcid":"https://orcid.org/0000-0001-9279-7253"},"institutions":[{"id":"https://openalex.org/I91935597","display_name":"University of South China","ror":"https://ror.org/03mqfn238","country_code":"CN","type":"education","lineage":["https://openalex.org/I91935597"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu Xiaoting","raw_affiliation_strings":["School of Computing, University of South China, HengYang HuNan China"],"affiliations":[{"raw_affiliation_string":"School of Computing, University of South China, HengYang HuNan China","institution_ids":["https://openalex.org/I91935597"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054330587"],"corresponding_institution_ids":["https://openalex.org/I91935597"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.16042032,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"112","last_page":"116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12549","display_name":"Image and Object Detection Techniques","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T12549","display_name":"Image and Object Detection Techniques","score":0.9991999864578247,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9979000091552734,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9968000054359436,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8339516520500183},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7549806237220764},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.6360185146331787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6008229851722717},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5382015705108643},{"id":"https://openalex.org/keywords/rotation","display_name":"Rotation (mathematics)","score":0.48730146884918213},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.48371249437332153},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.44801682233810425},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4471476674079895},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4413905739784241},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4401150941848755},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.43705374002456665},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4350406527519226},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41488218307495117},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41426026821136475},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.129555344581604}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8339516520500183},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7549806237220764},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.6360185146331787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6008229851722717},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5382015705108643},{"id":"https://openalex.org/C74050887","wikidata":"https://www.wikidata.org/wiki/Q848368","display_name":"Rotation (mathematics)","level":2,"score":0.48730146884918213},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.48371249437332153},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.44801682233810425},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4471476674079895},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4413905739784241},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4401150941848755},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.43705374002456665},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4350406527519226},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41488218307495117},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41426026821136475},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.129555344581604},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3366194.3366213","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3366194.3366213","pdf_url":null,"source":{"id":"https://openalex.org/S4306523677","display_name":"Proceedings of the 2019 International Conference on Robotics, Intelligent Control and Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 International Conference on Robotics, Intelligent Control and Artificial Intelligence","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":3,"referenced_works":["https://openalex.org/W1587523861","https://openalex.org/W2043183758","https://openalex.org/W2800773563"],"related_works":["https://openalex.org/W4398232961","https://openalex.org/W4387478977","https://openalex.org/W4287991004","https://openalex.org/W239003920","https://openalex.org/W2068161355","https://openalex.org/W219535586","https://openalex.org/W3111817522","https://openalex.org/W1955447130","https://openalex.org/W2074140548","https://openalex.org/W3128438030"],"abstract_inverted_index":{"We":[0],"proposed":[1],"a":[2,99,105],"convolutional":[3,106],"neural":[4,107],"network":[5,108],"architecture":[6,30],"that":[7],"achieves":[8],"the":[9,13,20,32,41,45,54,58,63,68,84,114],"new":[10],"state":[11],"of":[12,28,70,118],"art":[14],"for":[15,40],"classification":[16,116],"and":[17,37,62,93,95],"detection":[18],"in":[19,73],"engineering":[21,56,60,119],"drawings":[22,61,120],"data":[23,49,79,85],"sets.":[24],"The":[25,48],"main":[26],"hallmark":[27],"this":[29],"is":[31,121],"algorithm":[33],"has":[34],"higher":[35],"accuracy":[36,117],"faster":[38],"rapidity":[39],"recognition":[42],"compared":[43],"with":[44,109],"traditional":[46],"algorithm.":[47],"sets":[50],"include":[51],"three":[52],"categories:":[53],"electrical":[55],"drawings,":[57],"mechanical":[59],"text":[64],"drawings.":[65],"To":[66],"meet":[67],"requirements":[69],"training":[71],"pictures":[72],"experimental":[74],"model,":[75],"we":[76,103],"adopted":[77],"some":[78],"enhancement":[80],"techniques":[81],"to":[82],"expand":[83],"set,":[86],"such":[87],"as":[88],"rotation":[89],"transformation,":[90],"random":[91],"cutting":[92],"salt":[94],"pepper":[96],"noise.":[97],"By":[98],"carefully":[100],"crafted":[101],"design,":[102],"constructed":[104],"moderate":[110],"depth":[111],"while":[112],"keeping":[113],"model":[115],"more":[122],"than":[123],"98%.":[124]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}