{"id":"https://openalex.org/W3046472267","doi":"https://doi.org/10.1155/2020/8817849","title":"A New Image Classification Approach via Improved MobileNet Models with Local Receptive Field Expansion in Shallow Layers","display_name":"A New Image Classification Approach via Improved MobileNet Models with Local Receptive Field Expansion in Shallow Layers","publication_year":2020,"publication_date":"2020-08-01","ids":{"openalex":"https://openalex.org/W3046472267","doi":"https://doi.org/10.1155/2020/8817849","mag":"3046472267","pmid":"https://pubmed.ncbi.nlm.nih.gov/32802028"},"language":"en","primary_location":{"id":"doi:10.1155/2020/8817849","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/8817849","pdf_url":"https://downloads.hindawi.com/journals/cin/2020/8817849.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2020/8817849.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100776068","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0002-2298-3429"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["College of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha 410114, China"],"raw_orcid":"https://orcid.org/0000-0002-2298-3429","affiliations":[{"raw_affiliation_string":"College of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha 410114, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038433901","display_name":"Yiyang Hu","orcid":"https://orcid.org/0000-0001-7044-0851"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiyang Hu","raw_affiliation_strings":["College of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha 410114, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha 410114, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103205307","display_name":"Ting Zou","orcid":"https://orcid.org/0000-0001-7124-3470"},"institutions":[{"id":"https://openalex.org/I4210136246","display_name":"China Telecom (China)","ror":"https://ror.org/03jgnzt20","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210136246"]},{"id":"https://openalex.org/I4387153335","display_name":"China Telecom","ror":"https://ror.org/05p67dv18","country_code":null,"type":"company","lineage":["https://openalex.org/I4387153335"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Zou","raw_affiliation_strings":["Yiyang Branch, China Telecom Co., Ltd., Yiyang 413000, China"],"raw_orcid":"https://orcid.org/0000-0001-7124-3470","affiliations":[{"raw_affiliation_string":"Yiyang Branch, China Telecom Co., Ltd., Yiyang 413000, China","institution_ids":["https://openalex.org/I4210136246","https://openalex.org/I4387153335"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100376989","display_name":"Hongmei Liu","orcid":"https://orcid.org/0000-0001-7168-3062"},"institutions":[{"id":"https://openalex.org/I4387156469","display_name":"Hunan Railway Professional Technology College","ror":"https://ror.org/05463eb69","country_code":null,"type":"education","lineage":["https://openalex.org/I4387156469"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongmei Liu","raw_affiliation_strings":["Hunan Railway Professional Technology College, Zhuzhou 410116, China"],"raw_orcid":"https://orcid.org/0000-0001-7168-3062","affiliations":[{"raw_affiliation_string":"Hunan Railway Professional Technology College, Zhuzhou 410116, China","institution_ids":["https://openalex.org/I4387156469"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jin Wang","orcid":"https://orcid.org/0000-0001-5473-8738"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]},{"id":"https://openalex.org/I83791580","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16","country_code":"CN","type":"education","lineage":["https://openalex.org/I83791580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Wang","raw_affiliation_strings":["College of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha 410114, China","School of Information Science and Engineering, Fujian University of Technology, Fujian 350118, China"],"raw_orcid":"https://orcid.org/0000-0001-5473-8738","affiliations":[{"raw_affiliation_string":"College of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha 410114, China","institution_ids":["https://openalex.org/I56934997"]},{"raw_affiliation_string":"School of Information Science and Engineering, Fujian University of Technology, Fujian 350118, China","institution_ids":["https://openalex.org/I83791580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101536737","display_name":"Xin Wang","orcid":"https://orcid.org/0000-0003-2386-5405"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Wang","raw_affiliation_strings":["College of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha 410114, China"],"raw_orcid":"https://orcid.org/0000-0003-2386-5405","affiliations":[{"raw_affiliation_string":"College of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha 410114, China","institution_ids":["https://openalex.org/I56934997"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100376989","https://openalex.org/A5101536737"],"corresponding_institution_ids":["https://openalex.org/I4387156469","https://openalex.org/I56934997"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":4.4135,"has_fulltext":true,"cited_by_count":70,"citation_normalized_percentile":{"value":0.95696094,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"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/T12676","display_name":"Machine Learning and ELM","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.75044846534729},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.7361876368522644},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6679390072822571},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5857533812522888},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5465918779373169},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4526233673095703},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45236700773239136},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4438932538032532},{"id":"https://openalex.org/keywords/separable-space","display_name":"Separable space","score":0.4387490153312683},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4361454248428345},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4138801097869873},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.401040256023407},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.35054492950439453},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11745128035545349}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.75044846534729},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.7361876368522644},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6679390072822571},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5857533812522888},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5465918779373169},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4526233673095703},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45236700773239136},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4438932538032532},{"id":"https://openalex.org/C70710897","wikidata":"https://www.wikidata.org/wiki/Q680081","display_name":"Separable space","level":2,"score":0.4387490153312683},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4361454248428345},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4138801097869873},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.401040256023407},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.35054492950439453},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11745128035545349},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002965","descriptor_name":"Classification","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002965","descriptor_name":"Classification","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002965","descriptor_name":"Classification","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002965","descriptor_name":"Classification","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1155/2020/8817849","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/8817849","pdf_url":"https://downloads.hindawi.com/journals/cin/2020/8817849.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:32802028","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32802028","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:doaj.org/article:94eb46accadc47c7ad314481ffa1efa3","is_oa":false,"landing_page_url":"https://doaj.org/article/94eb46accadc47c7ad314481ffa1efa3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence and Neuroscience, Vol 2020 (2020)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7416240","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7416240","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2020/8817849","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/8817849","pdf_url":"https://downloads.hindawi.com/journals/cin/2020/8817849.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.46000000834465027}],"awards":[{"id":"https://openalex.org/G1657816013","display_name":null,"funder_award_id":"61070040","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G2946661731","display_name":null,"funder_award_id":"61070040","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3434449541","display_name":null,"funder_award_id":"7301506","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G4118278700","display_name":null,"funder_award_id":"61070040","funder_id":"https://openalex.org/F4320311213","funder_display_name":"Education Department of Hunan Province"},{"id":"https://openalex.org/G4290789331","display_name":null,"funder_award_id":"61070040","funder_id":"https://openalex.org/F4320325551","funder_display_name":"National Defense Pre-Research Foundation of China"},{"id":"https://openalex.org/G4535827744","display_name":null,"funder_award_id":"2019JJ80105","funder_id":"https://openalex.org/F4320325551","funder_display_name":"National Defense Pre-Research Foundation of China"},{"id":"https://openalex.org/G5162308371","display_name":null,"funder_award_id":"2019JJ80105","funder_id":"https://openalex.org/F4320311213","funder_display_name":"Education Department of Hunan Province"},{"id":"https://openalex.org/G5339655504","display_name":null,"funder_award_id":"7301506","funder_id":"https://openalex.org/F4320311213","funder_display_name":"Education Department of Hunan Province"},{"id":"https://openalex.org/G5570234505","display_name":null,"funder_award_id":"17C0043","funder_id":"https://openalex.org/F4320325551","funder_display_name":"National Defense Pre-Research Foundation of China"},{"id":"https://openalex.org/G6293055221","display_name":null,"funder_award_id":"7301506","funder_id":"https://openalex.org/F4320325551","funder_display_name":"National Defense Pre-Research Foundation of China"},{"id":"https://openalex.org/G6417274120","display_name":null,"funder_award_id":"7301506","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6752943649","display_name":null,"funder_award_id":"17C0043","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7017899200","display_name":null,"funder_award_id":"17C0043","funder_id":"https://openalex.org/F4320311213","funder_display_name":"Education Department of Hunan Province"},{"id":"https://openalex.org/G8410204965","display_name":null,"funder_award_id":"17C0043","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G8498853598","display_name":null,"funder_award_id":"2019JJ80105","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G8810078239","display_name":null,"funder_award_id":"2019JJ80105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320311213","display_name":"Education Department of Hunan Province","ror":"https://ror.org/05ckg3w11"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null},{"id":"https://openalex.org/F4320325551","display_name":"National Defense Pre-Research Foundation of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3046472267.pdf","grobid_xml":"https://content.openalex.org/works/W3046472267.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2112796928","https://openalex.org/W2117539524","https://openalex.org/W2151103935","https://openalex.org/W2166049352","https://openalex.org/W2395611524","https://openalex.org/W2412782625","https://openalex.org/W2935849356","https://openalex.org/W2990531703","https://openalex.org/W2998014461","https://openalex.org/W3030162303","https://openalex.org/W3041229178","https://openalex.org/W3043388524","https://openalex.org/W3209222190"],"related_works":["https://openalex.org/W2530952058","https://openalex.org/W2582836483","https://openalex.org/W4299366318","https://openalex.org/W3158431807","https://openalex.org/W2964954556","https://openalex.org/W4297580547","https://openalex.org/W2951583185","https://openalex.org/W2531409750","https://openalex.org/W4308155352","https://openalex.org/W4386858688"],"abstract_inverted_index":{"Because":[0],"deep":[1],"neural":[2],"networks":[3],"(DNNs)":[4],"are":[5,11,74,80,99],"both":[6],"memory-intensive":[7],"and":[8,29,43,123],"computation-intensive,":[9],"they":[10],"difficult":[12],"to":[13,15,26,101,110,138],"apply":[14],"embedded":[16],"systems":[17],"with":[18,46,59,126],"limited":[19],"hardware":[20],"resources.":[21],"Therefore,":[22],"DNN":[23],"models":[24,58],"need":[25],"be":[27],"compressed":[28],"accelerated.":[30],"By":[31],"applying":[32],"depthwise":[33],"separable":[34],"convolutions,":[35],"MobileNet":[36,57,89],"can":[37,135],"decrease":[38],"the":[39,88,93,103,107,120],"number":[40,94],"of":[41,49,87,95,106],"parameters":[42],"computational":[44],"complexity":[45],"less":[47],"loss":[48],"classification":[50,113,141],"precision.":[51],"Based":[52],"on":[53,119],"MobileNet,":[54],"3":[55],"improved":[56],"local":[60],"receptive":[61,104],"field":[62,105],"expansion":[63],"in":[64,76],"shallow":[65],"layers,":[66],"also":[67],"called":[68],"Dilated-MobileNet":[69],"(Dilated":[70],"Convolution":[71],"MobileNet)":[72],"models,":[73],"proposed,":[75],"which":[77],"dilated":[78,97],"convolutions":[79,98],"introduced":[81],"into":[82],"a":[83],"specific":[84],"convolutional":[85],"layer":[86],"model.":[90],"Without":[91],"increasing":[92],"parameters,":[96],"used":[100],"increase":[102],"convolution":[108],"filters":[109],"obtain":[111,136],"better":[112],"accuracy.":[114],"The":[115,130],"experiments":[116],"were":[117],"performed":[118],"Caltech-101,":[121],"Caltech-256,":[122],"Tubingen":[124],"animals":[125],"attribute":[127],"datasets,":[128],"respectively.":[129],"results":[131],"show":[132],"that":[133],"Dilated-MobileNets":[134],"up":[137],"2%":[139],"higher":[140],"accuracy":[142],"than":[143],"MobileNet.":[144]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
