{"id":"https://openalex.org/W2982556035","doi":"https://doi.org/10.1109/access.2019.2949852","title":"An Effective Data Augmentation Strategy for CNN-Based Pest Localization and Recognition in the Field","display_name":"An Effective Data Augmentation Strategy for CNN-Based Pest Localization and Recognition in the Field","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2982556035","doi":"https://doi.org/10.1109/access.2019.2949852","mag":"2982556035"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2949852","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2949852","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2019.2949852","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100341963","display_name":"Rui Li","orcid":"https://orcid.org/0000-0002-2885-1216"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rui Li","raw_affiliation_strings":["Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China","Department of Automation, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210099079"]},{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110646055","display_name":"Xiufang Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiufang Jia","raw_affiliation_strings":["Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091586702","display_name":"Min Hu","orcid":"https://orcid.org/0000-0003-2122-0240"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Hu","raw_affiliation_strings":["Anhui Province Key Laboratory of Affective Computing and Advanced Intelligent Machine, School of Computer and Information, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Anhui Province Key Laboratory of Affective Computing and Advanced Intelligent Machine, School of Computer and Information, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101823681","display_name":"Man Zhou","orcid":"https://orcid.org/0000-0003-2872-605X"},"institutions":[{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Zhou","raw_affiliation_strings":["Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China","Department of Automation, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210099079"]},{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037037343","display_name":"Dengshan Li","orcid":"https://orcid.org/0000-0002-4653-5137"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dengshan Li","raw_affiliation_strings":["Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China","Department of Automation, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210099079"]},{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073461506","display_name":"Wancai Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wancai Liu","raw_affiliation_strings":["National Agro-Tech Extension and Service Center, Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Agro-Tech Extension and Service Center, Beijing, China","institution_ids":["https://openalex.org/I4210156423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047334112","display_name":"Rujing Wang","orcid":"https://orcid.org/0000-0001-9534-3425"},"institutions":[{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rujing Wang","raw_affiliation_strings":["Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100436809","display_name":"Jie Zhang","orcid":"https://orcid.org/0000-0002-8311-370X"},"institutions":[{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Zhang","raw_affiliation_strings":["Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013112875","display_name":"Chengjun Xie","orcid":"https://orcid.org/0000-0002-0629-2038"},"institutions":[{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengjun Xie","raw_affiliation_strings":["Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100324301","display_name":"Liu Liu","orcid":"https://orcid.org/0000-0003-4218-8008"},"institutions":[{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]},{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]},{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu Liu","raw_affiliation_strings":["Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China","Department of Automation, University of Science and Technology of China, Hefei, China","National Agro-Tech Extension and Service Center, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210099079"]},{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"National Agro-Tech Extension and Service Center, Beijing, China","institution_ids":["https://openalex.org/I4210156423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101840026","display_name":"Fangyuan Wang","orcid":"https://orcid.org/0000-0003-3887-8444"},"institutions":[{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]},{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangyuan Wang","raw_affiliation_strings":["Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China","Department of Automation, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210099079"]},{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452331","display_name":"Hongbo Chen","orcid":"https://orcid.org/0000-0003-4162-0073"},"institutions":[{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbo Chen","raw_affiliation_strings":["Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056766419","display_name":"Tianjiao Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianjiao Chen","raw_affiliation_strings":["Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083646096","display_name":"Haiying Hu","orcid":"https://orcid.org/0000-0002-7748-8919"},"institutions":[{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiying Hu","raw_affiliation_strings":["Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy Sciences, Institute of Intelligent Machines, and Hefei Institute of Physical Science, Hefei, China","institution_ids":["https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":14,"corresponding_author_ids":["https://openalex.org/A5100341963"],"corresponding_institution_ids":["https://openalex.org/I126520041","https://openalex.org/I2802624667","https://openalex.org/I4210099079"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":11.3667,"has_fulltext":false,"cited_by_count":102,"citation_normalized_percentile":{"value":0.98202333,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"7","issue":null,"first_page":"160274","last_page":"160283"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12894","display_name":"Date Palm Research Studies","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10702","display_name":"Insect and Arachnid Ecology and Behavior","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7033013105392456},{"id":"https://openalex.org/keywords/pest-analysis","display_name":"PEST analysis","score":0.6653523445129395},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6231796145439148},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5966323614120483},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4502585828304291},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4482981860637665},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3722172677516937}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7033013105392456},{"id":"https://openalex.org/C22508944","wikidata":"https://www.wikidata.org/wiki/Q568174","display_name":"PEST analysis","level":2,"score":0.6653523445129395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6231796145439148},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5966323614120483},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4502585828304291},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4482981860637665},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3722172677516937},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2949852","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2949852","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5c6810fe58ea400da695311f29325971","is_oa":true,"landing_page_url":"https://doaj.org/article/5c6810fe58ea400da695311f29325971","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 160274-160283 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2949852","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2949852","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G47561101","display_name":null,"funder_award_id":"31401293","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5522160487","display_name":null,"funder_award_id":"31671586","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5753863420","display_name":null,"funder_award_id":"61773360","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7229296274","display_name":null,"funder_award_id":"ACAIM190101","funder_id":"https://openalex.org/F4320321392","funder_display_name":"Northwestern Polytechnical University"},{"id":"https://openalex.org/G8514048312","display_name":null,"funder_award_id":"KFJ-STS-ZDTP-048-02","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320321392","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W300523764","https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1955003279","https://openalex.org/W2047092277","https://openalex.org/W2061744013","https://openalex.org/W2095705004","https://openalex.org/W2102605133","https://openalex.org/W2109255472","https://openalex.org/W2155893237","https://openalex.org/W2156876426","https://openalex.org/W2163577625","https://openalex.org/W2172016471","https://openalex.org/W2193145675","https://openalex.org/W2285671993","https://openalex.org/W2398330969","https://openalex.org/W2407521645","https://openalex.org/W2565639579","https://openalex.org/W2579152745","https://openalex.org/W2579985080","https://openalex.org/W2613718673","https://openalex.org/W2734648001","https://openalex.org/W2747048988","https://openalex.org/W2794398677","https://openalex.org/W2805772477","https://openalex.org/W2860433205","https://openalex.org/W2899714429","https://openalex.org/W2938719104","https://openalex.org/W2950800384","https://openalex.org/W2963037989","https://openalex.org/W2963703618","https://openalex.org/W2964115968","https://openalex.org/W2964241181","https://openalex.org/W2972950104","https://openalex.org/W3106250896","https://openalex.org/W6674330103","https://openalex.org/W6683161558","https://openalex.org/W6714138976","https://openalex.org/W6732243160","https://openalex.org/W6743446608"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W2373082819","https://openalex.org/W2368617250","https://openalex.org/W2356008311","https://openalex.org/W2371928974","https://openalex.org/W3015064445","https://openalex.org/W1447685207","https://openalex.org/W2732398119","https://openalex.org/W2349148745","https://openalex.org/W4321487865"],"abstract_inverted_index":{"In":[0,36,67,86,105,129],"agriculture,":[1],"pest":[2,19,40,56,126,199],"always":[3],"causes":[4],"the":[5,32,38,136,151,170,198],"major":[6],"damage":[7],"in":[8,12,58,83,185],"fields":[9,59],"and":[10,21,26,42,65,182],"results":[11,160,174],"significant":[13],"crop":[14],"yield":[15],"losses.":[16],"Currently,":[17],"manual":[18],"classification":[20],"counting":[22,34],"are":[23,51],"very":[24],"time-consuming":[25],"many":[27],"subjective":[28],"factors":[29],"can":[30],"affect":[31],"population":[33],"accuracy.":[35],"addition,":[37],"existing":[39],"localization":[41],"recognition":[43],"methods":[44],"based":[45],"on":[46,175],"Convolutional":[47],"Neural":[48],"Network":[49],"(CNN)":[50],"not":[52],"satisfactory":[53],"for":[54,78,169],"practical":[55],"prevention":[57],"because":[60],"of":[61,114,131,202],"pests'":[62],"different":[63,103,162],"scales":[64,164],"attitudes.":[66],"order":[68],"to":[69,122,213],"address":[70],"these":[71,158],"problems,":[72],"an":[73],"effective":[74],"data":[75,91,194],"augmentation":[76,92,139,195],"strategy":[77,141,196],"CNN-based":[79],"method":[80],"is":[81],"proposed":[82,193],"this":[84,106],"paper.":[85],"training":[87],"phase,":[88,133],"we":[89,108,134,156],"adopt":[90],"through":[93],"rotating":[94],"images":[95,146],"by":[96,100,165],"various":[97,148],"degrees":[98],"followed":[99],"cropping":[101],"into":[102],"grids.":[104],"way,":[107],"could":[109,119],"obtain":[110],"a":[111,124],"large":[112],"number":[113],"extra":[115],"multi-scale":[116,125,153],"examples":[117],"that":[118,142,191],"be":[120],"adopted":[121],"train":[123],"detection":[127,159,200],"model.":[128,154],"terms":[130],"test":[132,137],"utilize":[135],"time":[138],"(TTA)":[140],"separately":[143],"inferences":[144],"input":[145],"with":[147],"resolutions":[149],"using":[150],"trained":[152],"Finally,":[155],"fuse":[157],"from":[161],"image":[163],"non-maximum":[166],"suppression":[167],"(NMS)":[168],"final":[171],"result.":[172],"Experimental":[173],"wheat":[176,178,180],"sawfly,":[177],"aphid,":[179],"mite":[181],"rice":[183],"planthopper":[184],"our":[186,192],"domain":[187],"specific":[188],"dataset,":[189],"show":[190],"achieves":[197],"performance":[201],"81.4%":[203],"mean":[204],"Average":[205],"Precision":[206],"(mAP),":[207],"which":[208],"improves":[209],"11.63%,":[210],"7.93%,4.73%":[211],"compared":[212],"three":[214],"state-of-the-art":[215],"approaches.":[216]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":30},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":25},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":4}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}
