{"id":"https://openalex.org/W4391582581","doi":"https://doi.org/10.1109/jstars.2024.3362936","title":"EXNet: (2+1)D Extreme Xception Net for Hyperspectral Image Classification","display_name":"EXNet: (2+1)D Extreme Xception Net for Hyperspectral Image Classification","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391582581","doi":"https://doi.org/10.1109/jstars.2024.3362936"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3362936","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3362936","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10423094.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":null,"license_id":null,"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/ielx7/4609443/4609444/10423094.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015860802","display_name":"Usman Ghous","orcid":"https://orcid.org/0000-0003-0673-6062"},"institutions":[{"id":"https://openalex.org/I201384688","display_name":"National University of Computer and Emerging Sciences","ror":"https://ror.org/003eyb898","country_code":"PK","type":"education","lineage":["https://openalex.org/I201384688"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Usman Ghous","raw_affiliation_strings":["Department of Computer Science, National University of Computer and Emerging Sciences, Islamabad, Chiniot-Faisalabad Campus, Chiniot, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National University of Computer and Emerging Sciences, Islamabad, Chiniot-Faisalabad Campus, Chiniot, Pakistan","institution_ids":["https://openalex.org/I201384688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102870070","display_name":"Muhammad Shahzad Sarfraz","orcid":"https://orcid.org/0000-0003-4703-0285"},"institutions":[{"id":"https://openalex.org/I201384688","display_name":"National University of Computer and Emerging Sciences","ror":"https://ror.org/003eyb898","country_code":"PK","type":"education","lineage":["https://openalex.org/I201384688"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Shahzad Sarfraz","raw_affiliation_strings":["Department of Computer Science, National University of Computer and Emerging Sciences, Islamabad, Chiniot-Faisalabad Campus, Chiniot, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National University of Computer and Emerging Sciences, Islamabad, Chiniot-Faisalabad Campus, Chiniot, Pakistan","institution_ids":["https://openalex.org/I201384688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044102676","display_name":"Muhammad Ahmad","orcid":"https://orcid.org/0000-0002-3320-2261"},"institutions":[{"id":"https://openalex.org/I201384688","display_name":"National University of Computer and Emerging Sciences","ror":"https://ror.org/003eyb898","country_code":"PK","type":"education","lineage":["https://openalex.org/I201384688"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Ahmad","raw_affiliation_strings":["Department of Computer Science, National University of Computer and Emerging Sciences, Islamabad, Chiniot-Faisalabad Campus, Chiniot, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National University of Computer and Emerging Sciences, Islamabad, Chiniot-Faisalabad Campus, Chiniot, Pakistan","institution_ids":["https://openalex.org/I201384688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100354331","display_name":"Chenyu Li","orcid":"https://orcid.org/0000-0002-1687-9676"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","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":"Chenyu Li","raw_affiliation_strings":["School of Mathematics and Statistics, Southeast University, Nanjing, China","Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075013625","display_name":"Danfeng Hong","orcid":"https://orcid.org/0000-0002-3212-9584"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"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":"Danfeng Hong","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015860802"],"corresponding_institution_ids":["https://openalex.org/I201384688"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":6.5802,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.96932515,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"17","issue":null,"first_page":"5159","last_page":"5172"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9907000064849854,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9837999939918518,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8524953126907349},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.786821722984314},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.6766326427459717},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6498811841011047},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6088393926620483},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6050246953964233},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.6039370894432068},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5936992168426514},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.5349065065383911},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5224034786224365},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4953390657901764},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4906665086746216},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4661750793457031},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.46090707182884216},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.45275330543518066},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4489712119102478},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2391490340232849},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15936285257339478},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.11407861113548279},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.06703659892082214}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8524953126907349},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.786821722984314},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.6766326427459717},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6498811841011047},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6088393926620483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6050246953964233},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.6039370894432068},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5936992168426514},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.5349065065383911},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5224034786224365},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4953390657901764},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4906665086746216},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4661750793457031},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.46090707182884216},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.45275330543518066},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4489712119102478},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2391490340232849},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15936285257339478},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.11407861113548279},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.06703659892082214},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3362936","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3362936","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10423094.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":null,"license_id":null,"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:fe1401f5da464a50928427408aa5d72e","is_oa":true,"landing_page_url":"https://doaj.org/article/fe1401f5da464a50928427408aa5d72e","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 17, Pp 5159-5172 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3362936","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3362936","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10423094.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":null,"license_id":null,"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":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3435950671","display_name":null,"funder_award_id":"and Gr","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5484287860","display_name":null,"funder_award_id":"42271350","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6629202286","display_name":null,"funder_award_id":"2022YFB3903401","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G993160810","display_name":null,"funder_award_id":"42241109","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"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/W4391582581.pdf","grobid_xml":"https://content.openalex.org/works/W4391582581.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W2531409750","https://openalex.org/W2572303978","https://openalex.org/W2784739051","https://openalex.org/W2799390666","https://openalex.org/W2888214130","https://openalex.org/W2901117552","https://openalex.org/W2914331134","https://openalex.org/W2922623026","https://openalex.org/W2944512710","https://openalex.org/W2963155035","https://openalex.org/W2963755276","https://openalex.org/W2972435376","https://openalex.org/W3011553354","https://openalex.org/W3022592629","https://openalex.org/W3088984088","https://openalex.org/W3101846690","https://openalex.org/W3122028341","https://openalex.org/W3165362898","https://openalex.org/W3184654054","https://openalex.org/W3198002455","https://openalex.org/W3207054482","https://openalex.org/W3207486396","https://openalex.org/W3217455525","https://openalex.org/W4210468350","https://openalex.org/W4210525792","https://openalex.org/W4213200020","https://openalex.org/W4214822774","https://openalex.org/W4226419069","https://openalex.org/W4246193833","https://openalex.org/W4280583523","https://openalex.org/W4281725026","https://openalex.org/W4281869972","https://openalex.org/W4283257312","https://openalex.org/W4283456532","https://openalex.org/W4283770759","https://openalex.org/W4284881958","https://openalex.org/W4285277843","https://openalex.org/W4292974999","https://openalex.org/W4293002986","https://openalex.org/W4294131628","https://openalex.org/W4294811373","https://openalex.org/W4294861705","https://openalex.org/W4295308382","https://openalex.org/W4298146218","https://openalex.org/W4306153706","https://openalex.org/W4309265084","https://openalex.org/W4309474528","https://openalex.org/W4312133586","https://openalex.org/W4312990245","https://openalex.org/W4318586146","https://openalex.org/W4320015750","https://openalex.org/W4323519394","https://openalex.org/W4327664471","https://openalex.org/W4327808525","https://openalex.org/W4328007071","https://openalex.org/W4362016846","https://openalex.org/W4378194596","https://openalex.org/W4379622455","https://openalex.org/W4379984088","https://openalex.org/W4380763457","https://openalex.org/W4382371065","https://openalex.org/W4387623802","https://openalex.org/W4388157208","https://openalex.org/W4390871554","https://openalex.org/W4393906060","https://openalex.org/W6638444622","https://openalex.org/W6782523707","https://openalex.org/W6783435389","https://openalex.org/W6784094844","https://openalex.org/W6794405602","https://openalex.org/W6804923640","https://openalex.org/W6838769078","https://openalex.org/W6862912354"],"related_works":["https://openalex.org/W4362597605","https://openalex.org/W1574414179","https://openalex.org/W4297676672","https://openalex.org/W3009056573","https://openalex.org/W2922073769","https://openalex.org/W4281702477","https://openalex.org/W2490526372","https://openalex.org/W4376166922","https://openalex.org/W2592311268","https://openalex.org/W3128011703"],"abstract_inverted_index":{"3D-CNNs":[0],"have":[1],"demonstrated":[2],"their":[3],"capability":[4],"to":[5,23,31,35,53,116],"capture":[6],"intricate":[7],"non-linear":[8],"relationships":[9,73],"within":[10],"Hyperspectral":[11,58],"Images":[12],"(HSIs).":[13],"However,":[14],"the":[15,41,71,85,108,124],"computational":[16,86],"complexity":[17],"of":[18,43],"3D":[19,55,76],"CNNs":[20],"often":[21],"leads":[22],"slower":[24],"processing":[25],"speeds,":[26],"limited":[27],"generalization,":[28],"and":[29,104],"susceptibility":[30],"overfitting.":[32],"In":[33],"response":[34],"these":[36],"challenges,":[37],"this":[38],"study":[39,63],"introduces":[40],"concept":[42],"depthwise":[44],"separable":[45],"convolutions":[46,49,56,67,77],"using":[47],"(2+1)D":[48,66],"as":[50],"an":[51],"alternative":[52],"traditional":[54],"for":[57],"Image":[59],"Classification":[60],"(HSIC).":[61],"The":[62,127],"observes":[64],"that":[65,107,113],"can":[68],"effectively":[69],"approximate":[70],"complex":[72],"represented":[74],"by":[75,119],"while":[78],"requiring":[79],"fewer":[80],"convolutional":[81],"operations,":[82],"thereby":[83],"reducing":[84],"overhead":[87],"associated":[88],"with":[89],"classification.":[90],"Experimental":[91],"results":[92,112],"obtained":[93],"from":[94],"benchmark":[95],"HSI":[96],"datasets,":[97],"including":[98],"Indian":[99],"Pines,":[100],"Botswana,":[101],"Pavia":[102],"University,":[103],"Salinas,":[105],"demonstrate":[106],"proposed":[109],"model":[110],"yields":[111],"are":[114],"comparable":[115],"those":[117],"achieved":[118],"various":[120],"state-of-the-art":[121],"models":[122],"in":[123],"existing":[125],"literature.":[126],"source":[128],"code":[129],"is":[130],"available":[131],"on":[132],"GitHub":[133],"github.com/mahmad00/Extreme-Xception-Net-for-HSIC.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":11}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}