{"id":"https://openalex.org/W3037490781","doi":"https://doi.org/10.3390/rs12122033","title":"Synergistic 2D/3D Convolutional Neural Network for Hyperspectral Image Classification","display_name":"Synergistic 2D/3D Convolutional Neural Network for Hyperspectral Image Classification","publication_year":2020,"publication_date":"2020-06-24","ids":{"openalex":"https://openalex.org/W3037490781","doi":"https://doi.org/10.3390/rs12122033","mag":"3037490781"},"language":"en","primary_location":{"id":"doi:10.3390/rs12122033","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12122033","pdf_url":"https://www.mdpi.com/2072-4292/12/12/2033/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/12/12/2033/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019505603","display_name":"Xiaofei Yang","orcid":"https://orcid.org/0000-0003-2458-6774"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofei Yang","raw_affiliation_strings":["Harbin Institute of Technology, Shenzhen 518055, China","Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen 518055, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Shenzhen 518055, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen 518055, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100455676","display_name":"Xiaofeng Zhang","orcid":"https://orcid.org/0000-0003-0972-8842"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaofeng Zhang","raw_affiliation_strings":["Harbin Institute of Technology, Shenzhen 518055, China","Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen 518055, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Shenzhen 518055, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen 518055, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002523892","display_name":"Yunming Ye","orcid":"https://orcid.org/0000-0002-1807-8581"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunming Ye","raw_affiliation_strings":["Harbin Institute of Technology, Shenzhen 518055, China","Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen 518055, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Shenzhen 518055, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen 518055, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084348345","display_name":"Raymond Y.K. Lau","orcid":"https://orcid.org/0000-0002-5751-4550"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Raymond Y. K. Lau","raw_affiliation_strings":["Department of Information Systems, City University of Hong Kong, Hong Kong 999077, China"],"raw_orcid":"https://orcid.org/0000-0002-5751-4550","affiliations":[{"raw_affiliation_string":"Department of Information Systems, City University of Hong Kong, Hong Kong 999077, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023507910","display_name":"Shijian Lu","orcid":"https://orcid.org/0000-0002-6766-2506"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shijian Lu","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore 628798, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore 628798, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063318300","display_name":"Xutao Li","orcid":"https://orcid.org/0000-0003-1894-984X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xutao Li","raw_affiliation_strings":["Harbin Institute of Technology, Shenzhen 518055, China","Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen 518055, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Shenzhen 518055, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen 518055, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052480553","display_name":"Xiaohui Huang","orcid":"https://orcid.org/0000-0001-7269-4484"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohui Huang","raw_affiliation_strings":["School of Information Engineering, East China Jiaotong University, Nanchang 330000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, East China Jiaotong University, Nanchang 330000, China","institution_ids":["https://openalex.org/I13985625"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002523892","https://openalex.org/A5100455676"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":7.9414,"has_fulltext":true,"cited_by_count":70,"citation_normalized_percentile":{"value":0.97529188,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"12","issue":"12","first_page":"2033","last_page":"2033"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10689","display_name":"Remote-Sensing Image Classification","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9799000024795532,"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.9476377964019775},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7752128839492798},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7028563618659973},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6871223449707031},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6219414472579956},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.4947011172771454},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4520915448665619},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.21773213148117065},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0590568482875824}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.9476377964019775},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7752128839492798},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7028563618659973},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6871223449707031},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6219414472579956},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.4947011172771454},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4520915448665619},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.21773213148117065},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0590568482875824}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs12122033","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12122033","pdf_url":"https://www.mdpi.com/2072-4292/12/12/2033/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b4f12be9c5324e5ea96c05518d4ea962","is_oa":true,"landing_page_url":"https://doaj.org/article/b4f12be9c5324e5ea96c05518d4ea962","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 12, Iss 12, p 2033 (2020)","raw_type":"article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/146021","is_oa":true,"landing_page_url":"https://hdl.handle.net/10356/146021","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"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":null,"raw_type":"Journal Article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/12/2033/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12122033","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Remote Sensing","raw_type":"Text"},{"id":"pmh:oai:pure.atira.dk:publications/a8943747-cc3b-4866-8553-f3f1246dd2a5","is_oa":true,"landing_page_url":"https://hdl.handle.net/2031/a8943747-cc3b-4866-8553-f3f1246dd2a5","pdf_url":null,"source":{"id":"https://openalex.org/S7407055387","display_name":"CityU Scholars","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Yang, X, Zhang, X, Ye, Y, Lau, R Y K, Lu, S, Li, X & Huang, X 2020, 'Synergistic 2D/3D Convolutional Neural Network for Hyperspectral Image Classification', Remote Sensing, vol. 12, no. 12, 2033. https://doi.org/10.3390/rs12122033","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/rs12122033","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12122033","pdf_url":"https://www.mdpi.com/2072-4292/12/12/2033/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1287859381","display_name":null,"funder_award_id":"2018YFB0504905","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G211888886","display_name":null,"funder_award_id":"No.20192ACBL21006","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G2810793438","display_name":null,"funder_award_id":"20192ACBL21006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3171837272","display_name":"\u57fa\u4e8e\u5927\u6570\u636e\u5206\u6790\u6846\u67b6\u7684\u5728\u7ebf\u4fe1\u7528\u8bc4\u7ea7\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"71671155","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4497250881","display_name":null,"funder_award_id":"20192ACBL21006","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G5407369987","display_name":null,"funder_award_id":"2018YFB0504900\uff0c 2018YFB0504905","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6059976248","display_name":null,"funder_award_id":"11502115","funder_id":"https://openalex.org/F4320309893","funder_display_name":"City University of Hong Kong"},{"id":"https://openalex.org/G7672517754","display_name":null,"funder_award_id":"11502115","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8808507730","display_name":null,"funder_award_id":"2018YFB0504900","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8854098111","display_name":"\u5927\u89c4\u6a21\u5f02\u6784\u793e\u4ea4\u7f51\u7edc\u7684\u9690\u79c1\u4fdd\u62a4\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61872108","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309893","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322665","display_name":"Natural Science Foundation of Jiangxi Province","ror":null},{"id":"https://openalex.org/F4320333998","display_name":"Shenzhen Research Institute, City University of Hong Kong","ror":"https://ror.org/00xc0ma20"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3037490781.pdf","grobid_xml":"https://content.openalex.org/works/W3037490781.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1560724230","https://openalex.org/W1686810756","https://openalex.org/W1903029394","https://openalex.org/W1983364832","https://openalex.org/W1998030734","https://openalex.org/W2083541351","https://openalex.org/W2087263574","https://openalex.org/W2095705004","https://openalex.org/W2097117768","https://openalex.org/W2098057602","https://openalex.org/W2104269704","https://openalex.org/W2130942532","https://openalex.org/W2131697388","https://openalex.org/W2147800946","https://openalex.org/W2154579312","https://openalex.org/W2162698522","https://openalex.org/W2163605009","https://openalex.org/W2183341477","https://openalex.org/W2190635018","https://openalex.org/W2194775991","https://openalex.org/W2288723698","https://openalex.org/W2316226477","https://openalex.org/W2500751094","https://openalex.org/W2507009361","https://openalex.org/W2518897583","https://openalex.org/W2539179237","https://openalex.org/W2556024076","https://openalex.org/W2564139402","https://openalex.org/W2570214200","https://openalex.org/W2572303978","https://openalex.org/W2620547787","https://openalex.org/W2751810713","https://openalex.org/W2756833625","https://openalex.org/W2793941577","https://openalex.org/W2799390666","https://openalex.org/W2808098982","https://openalex.org/W2896902503","https://openalex.org/W2899771611","https://openalex.org/W2900127593","https://openalex.org/W2950971447","https://openalex.org/W2963366243","https://openalex.org/W2963755276","https://openalex.org/W2964191259","https://openalex.org/W3105357426","https://openalex.org/W6674330103","https://openalex.org/W6682889407","https://openalex.org/W6756040250"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2404757046","https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983"],"abstract_inverted_index":{"Accurate":[0],"hyperspectral":[1,40,62,77,106],"image":[2,63,78],"classification":[3],"has":[4],"been":[5,31],"an":[6],"important":[7],"yet":[8],"challenging":[9],"task":[10],"for":[11,75],"years.":[12],"With":[13],"the":[14,43,116],"recent":[15],"success":[16],"of":[17,50,83],"deep":[18],"learning":[19,95],"in":[20,39,93],"various":[21],"tasks,":[22],"2-dimensional":[23],"(2D)/3-dimensional":[24],"(3D)":[25],"convolutional":[26],"neural":[27],"networks":[28],"(CNNs)":[29],"have":[30],"exploited":[32],"to":[33,60],"capture":[34],"spectral":[35,52,103],"or":[36],"spatial":[37,54,105],"information":[38,55,126],"images.":[41],"On":[42],"other":[44],"hand,":[45],"few":[46],"approaches":[47],"make":[48],"use":[49,145],"both":[51],"and":[53,90,96,104,125],"simultaneously,":[56],"which":[57,119],"is":[58],"critical":[59],"accurate":[61,76],"classification.":[64,79],"This":[65],"paper":[66],"presents":[67],"a":[68,84,97,111],"novel":[69],"Synergistic":[70],"Convolutional":[71],"Neural":[72],"Network":[73],"(SyCNN)":[74],"The":[80],"SyCNN":[81],"consists":[82],"hybrid":[85],"module":[86,100],"that":[87,101,136,144],"combines":[88],"2D":[89],"3D":[91,112],"CNNs":[92],"feature":[94],"data":[98],"interaction":[99],"fuses":[102],"information.":[107],"Additionally,":[108],"it":[109],"introduces":[110],"attention":[113],"mechanism":[114],"before":[115],"fully-connected":[117],"layer":[118],"helps":[120],"filter":[121],"out":[122],"interfering":[123],"features":[124],"effectively.":[127],"Extensive":[128],"experiments":[129],"over":[130],"three":[131],"public":[132],"benchmarking":[133],"datasets":[134],"show":[135],"our":[137],"proposed":[138],"SyCNNs":[139],"clearly":[140],"outperform":[141],"state-of-the-art":[142],"techniques":[143],"2D/3D":[146],"CNNs.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
