{"id":"https://openalex.org/W4387350554","doi":"https://doi.org/10.1109/jstars.2023.3321965","title":"Configurable 2D\u20133D CNNs Accelerator for FPGA-Based Hyperspectral Imagery Classification","display_name":"Configurable 2D\u20133D CNNs Accelerator for FPGA-Based Hyperspectral Imagery Classification","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387350554","doi":"https://doi.org/10.1109/jstars.2023.3321965"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2023.3321965","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3321965","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10271550.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10271550.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014910640","display_name":"Wenjing He","orcid":"https://orcid.org/0000-0001-9427-3306"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenjing He","raw_affiliation_strings":["School of Electronics and Information, Northwestern Polytechnical University, Xi'an, China","School of Electronics and Information, Northwestern Polytechnical University, Xi'an, CO 710129 China","School of Electronics and Information, Northwestern Polytechnical University, Xi'an 710129, China","Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi'an, CO 710129 China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi'an 710129, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","institution_ids":["https://openalex.org/I4210137199"]},{"raw_affiliation_string":"Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","institution_ids":["https://openalex.org/I4210137199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110253455","display_name":"Yuesong Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuesong Yang","raw_affiliation_strings":["Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","School of Electronics and Information, Northwestern Polytechnical University, Xi'an 710129, China","School of Electronics and Information, Northwestern Polytechnical University, Xi'an, CO 710129 China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","institution_ids":["https://openalex.org/I4210137199"]},{"raw_affiliation_string":"Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","institution_ids":["https://openalex.org/I4210137199"]},{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi'an 710129, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi'an, CO 710129 China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067207818","display_name":"Shaohui Mei","orcid":"https://orcid.org/0000-0002-8018-596X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaohui Mei","raw_affiliation_strings":["School of Electronics and Information, Northwestern Polytechnical University, Xi'an, China","School of Electronics and Information, Northwestern Polytechnical University, Xi'an 710129, China","School of Electronics and Information, Northwestern Polytechnical University, Xi'an, CO 710129 China","Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi'an 710129, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi'an, CO 710129 China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","institution_ids":["https://openalex.org/I4210137199"]},{"raw_affiliation_string":"Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","institution_ids":["https://openalex.org/I4210137199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100848176","display_name":"Jian Hu","orcid":"https://orcid.org/0009-0008-6044-8882"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Hu","raw_affiliation_strings":["Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","School of Electronics and Information, Northwestern Polytechnical University, Xi'an, CO 710129 China","Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","School of Electronics and Information, Northwestern Polytechnical University, Xi'an 710129, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","institution_ids":["https://openalex.org/I4210137199"]},{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi'an, CO 710129 China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","institution_ids":["https://openalex.org/I4210137199"]},{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi'an 710129, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101261547","display_name":"Wanqiu Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanqiu Xu","raw_affiliation_strings":["Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","School of Electronics and Information, Northwestern Polytechnical University, Xi'an 710129, China","Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","School of Electronics and Information, Northwestern Polytechnical University, Xi'an, CO 710129 China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","institution_ids":["https://openalex.org/I4210137199"]},{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi'an 710129, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","institution_ids":["https://openalex.org/I4210137199"]},{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi'an, CO 710129 China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101023149","display_name":"Shiqi Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqi Hao","raw_affiliation_strings":["Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","School of Electronics and Information, Northwestern Polytechnical University, Xi'an 710129, China","School of Electronics and Information, Northwestern Polytechnical University, Xi'an, CO 710129 China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","institution_ids":["https://openalex.org/I4210137199"]},{"raw_affiliation_string":"Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, CO 100094 China","institution_ids":["https://openalex.org/I4210137199"]},{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi'an 710129, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi'an, CO 710129 China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014910640"],"corresponding_institution_ids":["https://openalex.org/I17145004","https://openalex.org/I4210137199"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":2.2227,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.89354642,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"16","issue":null,"first_page":"9406","last_page":"9421"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9987000226974487,"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":0.9987000226974487,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9914000034332275,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8660410642623901},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.7806847095489502},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7710471153259277},{"id":"https://openalex.org/keywords/reconfigurability","display_name":"Reconfigurability","score":0.7132588028907776},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5619999766349792},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5089273452758789},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4976344406604767},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.4677322804927826},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.4401564598083496},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4388340413570404},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4337790906429291},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4221586585044861},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4116297662258148},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3723396062850952}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8660410642623901},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7806847095489502},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7710471153259277},{"id":"https://openalex.org/C2780149590","wikidata":"https://www.wikidata.org/wiki/Q7302742","display_name":"Reconfigurability","level":2,"score":0.7132588028907776},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5619999766349792},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5089273452758789},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4976344406604767},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.4677322804927826},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.4401564598083496},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4388340413570404},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4337790906429291},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4221586585044861},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4116297662258148},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3723396062850952},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2023.3321965","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3321965","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10271550.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b3367499644a4a7c944ae4e8cb9c724d","is_oa":true,"landing_page_url":"https://doaj.org/article/b3367499644a4a7c944ae4e8cb9c724d","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 16, Pp 9406-9421 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2023.3321965","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3321965","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10271550.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387350554.pdf","grobid_xml":"https://content.openalex.org/works/W4387350554.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1521436688","https://openalex.org/W1966580635","https://openalex.org/W1995347266","https://openalex.org/W2020787092","https://openalex.org/W2028166238","https://openalex.org/W2048644791","https://openalex.org/W2059446377","https://openalex.org/W2085215613","https://openalex.org/W2097092275","https://openalex.org/W2118996198","https://openalex.org/W2136251662","https://openalex.org/W2160305377","https://openalex.org/W2276486856","https://openalex.org/W2321228163","https://openalex.org/W2547547136","https://openalex.org/W2548753132","https://openalex.org/W2563468918","https://openalex.org/W2584311934","https://openalex.org/W2584616277","https://openalex.org/W2585774018","https://openalex.org/W2627042741","https://openalex.org/W2736116482","https://openalex.org/W2746400682","https://openalex.org/W2755992512","https://openalex.org/W2761122869","https://openalex.org/W2767805377","https://openalex.org/W2789246071","https://openalex.org/W2790167166","https://openalex.org/W2792059834","https://openalex.org/W2793272303","https://openalex.org/W2795915628","https://openalex.org/W2805153572","https://openalex.org/W2808098982","https://openalex.org/W2892075618","https://openalex.org/W2907812233","https://openalex.org/W2914331134","https://openalex.org/W3028015399","https://openalex.org/W3040978759","https://openalex.org/W3047443805","https://openalex.org/W3075397214","https://openalex.org/W3092564588","https://openalex.org/W3100714546","https://openalex.org/W3103169341","https://openalex.org/W3103695279","https://openalex.org/W3105357426","https://openalex.org/W3157721836","https://openalex.org/W3160929742","https://openalex.org/W3184654054","https://openalex.org/W4249932213","https://openalex.org/W4378194596","https://openalex.org/W4379984088","https://openalex.org/W6677508755"],"related_works":["https://openalex.org/W1544665014","https://openalex.org/W2748364266","https://openalex.org/W4243861219","https://openalex.org/W2159103767","https://openalex.org/W2038220260","https://openalex.org/W3129900014","https://openalex.org/W2518118925","https://openalex.org/W4285429137","https://openalex.org/W4293243607","https://openalex.org/W3159273459"],"abstract_inverted_index":{"Convolutional":[0],"neural":[1],"network":[2],"(CNN)":[3],"is":[4,213],"used":[5],"efficiently":[6],"for":[7,52,64,78,102,111,162,199],"classification":[8,66],"of":[9,28,33,48,71,192],"hyperspectral":[10],"imagery":[11],"(HSI).":[12],"Both":[13],"3D":[14,53,106,210],"CNN":[15,19,54,62],"and":[16,73,105,121,143,152,164,170,189,219,224],"hybrid":[17,165],"2D-3D":[18],"have":[20,67],"better":[21],"performance":[22,226],"due":[23],"to":[24,131,147,230],"the":[25,61,82,122,134,139,149,153,159,179,187,217,225],"full":[26],"extraction":[27],"joint":[29],"spatial-spectral":[30],"feature.":[31],"Most":[32],"previous":[34,204],"acceleration":[35],"researches":[36],"on":[37,44,181],"field-programmable":[38],"gate":[39],"array":[40],"(FPGA)":[41],"has":[42],"concentrated":[43],"2D":[45,104],"CNN,":[46,107],"few":[47],"which":[49],"was":[50],"made":[51],"acceleration.":[55],"More":[56],"importantly,":[57],"it's":[58],"notable":[59],"that":[60,77],"models":[63],"HSI":[65],"some":[68],"unique":[69],"characteristics":[70],"computation":[72],"memory,":[74],"different":[75],"from":[76],"object":[79],"detection.":[80],"Thus,":[81],"conventional":[83],"accelerating":[84],"approaches":[85],"may":[86],"be":[87],"not":[88],"applicable.":[89],"To":[90,172,201],"address":[91],"this":[92],"problem,":[93],"we":[94,137,157,176],"propose":[95],"a":[96,207],"dynamic":[97],"configurable":[98],"accelerator":[99,180],"architecture":[100,161],"suitable":[101],"both":[103],"ensuring":[108],"fast":[109],"development":[110],"various":[112],"networks.":[113],"The":[114],"multiple":[115],"nested":[116],"loops":[117],"are":[118,125],"optimized":[119],"delicately":[120],"convolutional":[123],"layers":[124],"fully":[126],"parameterized,":[127],"making":[128],"it":[129],"easy":[130],"scale":[132],"up":[133,229],"network.":[135],"Furthermore,":[136],"develop":[138],"parallelism-oriented":[140],"memory":[141],"pattern":[142],"data":[144,150],"access":[145],"strategy":[146],"optimize":[148],"path":[151],"local":[154],"buffer.":[155],"Finally,":[156],"implement":[158],"proposed":[160],"2D,3D":[163],"CNNs,":[166],"validating":[167],"its":[168,174],"effectiveness":[169],"reconfigurability.":[171],"demonstrate":[173],"extensibility,":[175],"also":[177,214],"prototype":[178],"two":[182],"FPGA":[183,205],"platforms.":[184],"We":[185],"achieve":[186],"average":[188,218],"maximum":[190,220],"throughput":[191,221],"18.2/166.18":[193],"giga":[194],"operations":[195],"per":[196],"second":[197],"(GOPS)":[198],"HybridSN.":[200],"compare":[202],"with":[203,216,232],"accelerators,":[206],"typical":[208],"baseline":[209],"model":[211],"(C3D)":[212],"implemented":[215],"160.25/225.87":[222],"GOPS,":[223],"efficiency":[227,235],"achieves":[228],"1.23":[231],"10.7%":[233],"power":[234],"gain.":[236]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}