{"id":"https://openalex.org/W4401253027","doi":"https://doi.org/10.1007/s00521-024-10165-7","title":"Advancing horizons in remote sensing: a comprehensive survey of deep learning models and applications in image classification and beyond","display_name":"Advancing horizons in remote sensing: a comprehensive survey of deep learning models and applications in image classification and beyond","publication_year":2024,"publication_date":"2024-08-02","ids":{"openalex":"https://openalex.org/W4401253027","doi":"https://doi.org/10.1007/s00521-024-10165-7"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-10165-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-10165-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10165-7.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10165-7.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113991367","display_name":"Sidike Paheding","orcid":"https://orcid.org/0000-0003-4712-9672"},"institutions":[{"id":"https://openalex.org/I126350171","display_name":"Fairfield University","ror":"https://ror.org/04z49n283","country_code":"US","type":"education","lineage":["https://openalex.org/I126350171"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sidike Paheding","raw_affiliation_strings":["Department of Computer Science and Engineering, Fairfield University, 1073 N Benson Rd, Fairfield, CT, 06824, USA"],"raw_orcid":"https://orcid.org/0000-0003-4712-9672","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Fairfield University, 1073 N Benson Rd, Fairfield, CT, 06824, USA","institution_ids":["https://openalex.org/I126350171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083316560","display_name":"Ashraf Saleem","orcid":"https://orcid.org/0000-0003-2415-850X"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashraf Saleem","raw_affiliation_strings":["Department of Applied Computing, Michigan Technological University, 1400 Townsend Dr, Houghton, MI, 49931, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Computing, Michigan Technological University, 1400 Townsend Dr, Houghton, MI, 49931, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027760336","display_name":"Mohammad Faridul Haque Siddiqui","orcid":"https://orcid.org/0000-0001-8515-062X"},"institutions":[{"id":"https://openalex.org/I188674872","display_name":"West Texas A&M University","ror":"https://ror.org/04gnp7x40","country_code":"US","type":"education","lineage":["https://openalex.org/I188674872"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Faridul Haque Siddiqui","raw_affiliation_strings":["Department of Computer Science, West Texas AM University, 2501 4th Ave, Canyon, TX, 79016, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, West Texas AM University, 2501 4th Ave, Canyon, TX, 79016, USA","institution_ids":["https://openalex.org/I188674872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087365791","display_name":"Nathir A. Rawashdeh","orcid":"https://orcid.org/0000-0002-9118-9317"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathir Rawashdeh","raw_affiliation_strings":["Department of Applied Computing, Michigan Technological University, 1400 Townsend Dr, Houghton, MI, 49931, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Computing, Michigan Technological University, 1400 Townsend Dr, Houghton, MI, 49931, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023849021","display_name":"Almabrok Essa","orcid":"https://orcid.org/0000-0002-2180-9699"},"institutions":[{"id":"https://openalex.org/I183716014","display_name":"John Carroll University","ror":"https://ror.org/001gmya32","country_code":"US","type":"education","lineage":["https://openalex.org/I183716014"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Almabrok Essa","raw_affiliation_strings":["Department of Mathematics, Computer Science, and Data Science, John Carroll University, 1 John Carroll Blvd, University Heights, OH, 44118, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Computer Science, and Data Science, John Carroll University, 1 John Carroll Blvd, University Heights, OH, 44118, USA","institution_ids":["https://openalex.org/I183716014"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070748079","display_name":"Abel A. Reyes","orcid":"https://orcid.org/0000-0003-0332-8231"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abel A. Reyes","raw_affiliation_strings":["Department of Applied Computing, Michigan Technological University, 1400 Townsend Dr, Houghton, MI, 49931, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Computing, Michigan Technological University, 1400 Townsend Dr, Houghton, MI, 49931, USA","institution_ids":["https://openalex.org/I11957088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5113991367"],"corresponding_institution_ids":["https://openalex.org/I126350171"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":13.9639,"has_fulltext":true,"cited_by_count":46,"citation_normalized_percentile":{"value":0.99073325,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"36","issue":"27","first_page":"16727","last_page":"16767"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998000264167786,"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":0.9998000264167786,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.8246006965637207},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.720287561416626},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.6435343027114868},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5998876094818115},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5932926535606384},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5741434097290039},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5637945532798767},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5198681354522705},{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.43371444940567017},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40674299001693726},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12228226661682129}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.8246006965637207},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.720287561416626},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.6435343027114868},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5998876094818115},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5932926535606384},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5741434097290039},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5637945532798767},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5198681354522705},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.43371444940567017},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40674299001693726},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12228226661682129},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00521-024-10165-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-10165-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10165-7.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:digitalcommons.mtu.edu:michigantech-p2-1988","is_oa":false,"landing_page_url":"https://digitalcommons.mtu.edu/michigantech-p2/989","pdf_url":null,"source":{"id":"https://openalex.org/S4377196391","display_name":"Digital Commons - Michigan Tech (Michigan Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11957088","host_organization_name":"Michigan Technological University","host_organization_lineage":["https://openalex.org/I11957088"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Michigan Tech Publications","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1007/s00521-024-10165-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-10165-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10165-7.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401253027.pdf","grobid_xml":"https://content.openalex.org/works/W4401253027.grobid-xml"},"referenced_works_count":307,"referenced_works":["https://openalex.org/W1567512734","https://openalex.org/W1689711448","https://openalex.org/W1838764073","https://openalex.org/W1901129140","https://openalex.org/W1980038761","https://openalex.org/W1981213426","https://openalex.org/W1996199746","https://openalex.org/W1998030734","https://openalex.org/W2006273284","https://openalex.org/W2007621462","https://openalex.org/W2036632898","https://openalex.org/W2044439250","https://openalex.org/W2053804748","https://openalex.org/W2064675550","https://openalex.org/W2090242371","https://openalex.org/W2090606179","https://openalex.org/W2097054682","https://openalex.org/W2097117768","https://openalex.org/W2097915756","https://openalex.org/W2101394945","https://openalex.org/W2110119381","https://openalex.org/W2111051539","https://openalex.org/W2111072639","https://openalex.org/W2139573966","https://openalex.org/W2154710695","https://openalex.org/W2158556484","https://openalex.org/W2160615957","https://openalex.org/W2194775991","https://openalex.org/W2296073425","https://openalex.org/W2412588858","https://openalex.org/W2502506320","https://openalex.org/W2506684654","https://openalex.org/W2531409750","https://openalex.org/W2560167313","https://openalex.org/W2577537809","https://openalex.org/W2593771152","https://openalex.org/W2594177559","https://openalex.org/W2594847594","https://openalex.org/W2600061660","https://openalex.org/W2604086375","https://openalex.org/W2611772571","https://openalex.org/W2614792356","https://openalex.org/W2614850301","https://openalex.org/W2617818785","https://openalex.org/W2733381601","https://openalex.org/W2734790001","https://openalex.org/W2737996023","https://openalex.org/W2738911869","https://openalex.org/W2742878349","https://openalex.org/W2742982421","https://openalex.org/W2745252301","https://openalex.org/W2750506686","https://openalex.org/W2752782242","https://openalex.org/W2755766995","https://openalex.org/W2764034829","https://openalex.org/W2764276316","https://openalex.org/W2767767563","https://openalex.org/W2780830043","https://openalex.org/W2781198369","https://openalex.org/W2782522152","https://openalex.org/W2786808285","https://openalex.org/W2790523500","https://openalex.org/W2795016359","https://openalex.org/W2795259429","https://openalex.org/W2800739703","https://openalex.org/W2801081735","https://openalex.org/W2803946774","https://openalex.org/W2804532080","https://openalex.org/W2804860796","https://openalex.org/W2804894055","https://openalex.org/W2807964252","https://openalex.org/W2809113079","https://openalex.org/W2864957534","https://openalex.org/W2884001105","https://openalex.org/W2884367402","https://openalex.org/W2884821113","https://openalex.org/W2885948040","https://openalex.org/W2887032868","https://openalex.org/W2888119354","https://openalex.org/W2889183298","https://openalex.org/W2890334714","https://openalex.org/W2896500956","https://openalex.org/W2897285410","https://openalex.org/W2897712353","https://openalex.org/W2898121939","https://openalex.org/W2898498213","https://openalex.org/W2900086371","https://openalex.org/W2900094710","https://openalex.org/W2902694634","https://openalex.org/W2903155537","https://openalex.org/W2904480641","https://openalex.org/W2906341063","https://openalex.org/W2907092121","https://openalex.org/W2908261578","https://openalex.org/W2909158354","https://openalex.org/W2910828295","https://openalex.org/W2912361013","https://openalex.org/W2912961521","https://openalex.org/W2913340405","https://openalex.org/W2913649977","https://openalex.org/W2919115771","https://openalex.org/W2919358988","https://openalex.org/W2922476837","https://openalex.org/W2923714778","https://openalex.org/W2927933146","https://openalex.org/W2928007866","https://openalex.org/W2942454403","https://openalex.org/W2943325261","https://openalex.org/W2944123163","https://openalex.org/W2944746991","https://openalex.org/W2945337168","https://openalex.org/W2945742768","https://openalex.org/W2951433247","https://openalex.org/W2951572255","https://openalex.org/W2952737409","https://openalex.org/W2960964942","https://openalex.org/W2963153291","https://openalex.org/W2963446712","https://openalex.org/W2963477018","https://openalex.org/W2963499661","https://openalex.org/W2963995737","https://openalex.org/W2964169840","https://openalex.org/W2966715221","https://openalex.org/W2966751049","https://openalex.org/W2967073193","https://openalex.org/W2968453622","https://openalex.org/W2969945043","https://openalex.org/W2971432438","https://openalex.org/W2971542795","https://openalex.org/W2972321769","https://openalex.org/W2973159718","https://openalex.org/W2973184394","https://openalex.org/W2973660294","https://openalex.org/W2974691105","https://openalex.org/W2976120863","https://openalex.org/W2976292222","https://openalex.org/W2977144840","https://openalex.org/W2978858971","https://openalex.org/W2981864880","https://openalex.org/W2983056308","https://openalex.org/W2991488782","https://openalex.org/W2991616716","https://openalex.org/W2994866182","https://openalex.org/W2995864277","https://openalex.org/W2996041315","https://openalex.org/W2996461448","https://openalex.org/W2996645533","https://openalex.org/W2996836954","https://openalex.org/W2996998781","https://openalex.org/W2998269827","https://openalex.org/W2998270553","https://openalex.org/W2999453397","https://openalex.org/W3000283034","https://openalex.org/W3000652771","https://openalex.org/W3003482697","https://openalex.org/W3005072025","https://openalex.org/W3005457696","https://openalex.org/W3005510284","https://openalex.org/W3006928183","https://openalex.org/W3008537971","https://openalex.org/W3009297390","https://openalex.org/W3010319118","https://openalex.org/W3011560410","https://openalex.org/W3016453764","https://openalex.org/W3016663000","https://openalex.org/W3016947168","https://openalex.org/W3021297918","https://openalex.org/W3021622360","https://openalex.org/W3021737887","https://openalex.org/W3022140654","https://openalex.org/W3028752951","https://openalex.org/W3034169961","https://openalex.org/W3034689516","https://openalex.org/W3038733909","https://openalex.org/W3039926407","https://openalex.org/W3042861622","https://openalex.org/W3044539769","https://openalex.org/W3044895230","https://openalex.org/W3047317383","https://openalex.org/W3048411613","https://openalex.org/W3049655825","https://openalex.org/W3064678530","https://openalex.org/W3081291579","https://openalex.org/W3083068801","https://openalex.org/W3083926560","https://openalex.org/W3088538572","https://openalex.org/W3091542555","https://openalex.org/W3091852895","https://openalex.org/W3092151103","https://openalex.org/W3092916389","https://openalex.org/W3097781638","https://openalex.org/W3097916096","https://openalex.org/W3099611110","https://openalex.org/W3101509328","https://openalex.org/W3106664051","https://openalex.org/W3109821323","https://openalex.org/W3120119699","https://openalex.org/W3121264466","https://openalex.org/W3122817556","https://openalex.org/W3123352549","https://openalex.org/W3125540423","https://openalex.org/W3125807057","https://openalex.org/W3126307664","https://openalex.org/W3126518054","https://openalex.org/W3127002720","https://openalex.org/W3127070432","https://openalex.org/W3127771660","https://openalex.org/W3128829940","https://openalex.org/W3133046277","https://openalex.org/W3133108932","https://openalex.org/W3133703492","https://openalex.org/W3135279752","https://openalex.org/W3136217325","https://openalex.org/W3136950817","https://openalex.org/W3136966120","https://openalex.org/W3137256305","https://openalex.org/W3140298450","https://openalex.org/W3141797743","https://openalex.org/W3144503735","https://openalex.org/W3146944767","https://openalex.org/W3152083889","https://openalex.org/W3154189120","https://openalex.org/W3158715319","https://openalex.org/W3159993994","https://openalex.org/W3160409764","https://openalex.org/W3166176762","https://openalex.org/W3166398490","https://openalex.org/W3166783440","https://openalex.org/W3170311479","https://openalex.org/W3172613107","https://openalex.org/W3175335170","https://openalex.org/W3177828909","https://openalex.org/W3191251640","https://openalex.org/W3193551670","https://openalex.org/W3193601125","https://openalex.org/W3196386002","https://openalex.org/W3198537382","https://openalex.org/W3200250588","https://openalex.org/W3202111962","https://openalex.org/W3202434167","https://openalex.org/W3205439147","https://openalex.org/W3206663130","https://openalex.org/W3209806402","https://openalex.org/W3212836567","https://openalex.org/W3214067298","https://openalex.org/W4200000656","https://openalex.org/W4200109104","https://openalex.org/W4200153829","https://openalex.org/W4200172147","https://openalex.org/W4205425966","https://openalex.org/W4210247145","https://openalex.org/W4210437782","https://openalex.org/W4210477486","https://openalex.org/W4210692941","https://openalex.org/W4210751056","https://openalex.org/W4214484978","https://openalex.org/W4214717370","https://openalex.org/W4214763222","https://openalex.org/W4214910799","https://openalex.org/W4214924157","https://openalex.org/W4220657476","https://openalex.org/W4220757077","https://openalex.org/W4220851875","https://openalex.org/W4221112086","https://openalex.org/W4223965084","https://openalex.org/W4224033643","https://openalex.org/W4224057408","https://openalex.org/W4224098539","https://openalex.org/W4224940456","https://openalex.org/W4225125287","https://openalex.org/W4225375725","https://openalex.org/W4225876597","https://openalex.org/W4226215938","https://openalex.org/W4226377144","https://openalex.org/W4226377949","https://openalex.org/W4229019088","https://openalex.org/W4229066610","https://openalex.org/W4229455090","https://openalex.org/W4237301547","https://openalex.org/W4240485910","https://openalex.org/W4280496735","https://openalex.org/W4281560949","https://openalex.org/W4283207043","https://openalex.org/W4283757106","https://openalex.org/W4283770759","https://openalex.org/W4285229514","https://openalex.org/W4292595587","https://openalex.org/W4292793991","https://openalex.org/W4292794832","https://openalex.org/W4293193276","https://openalex.org/W4293235596","https://openalex.org/W4293238417","https://openalex.org/W4295763188","https://openalex.org/W4312846227","https://openalex.org/W4312979490","https://openalex.org/W4313430851","https://openalex.org/W4391101805","https://openalex.org/W4392309268","https://openalex.org/W4393906060","https://openalex.org/W6600219630","https://openalex.org/W6600339963","https://openalex.org/W6602254124","https://openalex.org/W6888590028","https://openalex.org/W6907239596","https://openalex.org/W6959187881","https://openalex.org/W6959222249","https://openalex.org/W6963506950"],"related_works":["https://openalex.org/W4319317934","https://openalex.org/W2901265155","https://openalex.org/W2072166414","https://openalex.org/W2956374172","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W4281783339","https://openalex.org/W4319837668","https://openalex.org/W4308071650","https://openalex.org/W4380075502"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"recent":[2],"years,":[3],"deep":[4,45,49,78,142],"learning":[5,46,50,79,143],"has":[6,51],"significantly":[7,52],"reshaped":[8],"numerous":[9],"fields":[10],"and":[11,36,69,86,101,113,123,166],"applications,":[12,165],"fundamentally":[13],"altering":[14],"how":[15],"we":[16],"tackle":[17],"a":[18,61,92,127],"variety":[19,93],"of":[20,43,56,67,77,89,94,157],"challenges.":[21],"Areas":[22],"such":[23,110],"as":[24,104,106,111],"natural":[25],"language":[26],"processing":[27],"(NLP),":[28],"computer":[29],"vision,":[30],"healthcare,":[31],"network":[32],"security,":[33],"wide-area":[34],"surveillance,":[35],"precision":[37],"agriculture":[38],"have":[39],"leveraged":[40],"the":[41,44,54,65,72,87,170],"merits":[42],"era.":[47],"Particularly,":[48],"improved":[53],"analysis":[55],"remote":[57,151,158],"sensing":[58,108,124,159],"images,":[59],"with":[60,126],"continuous":[62],"increase":[63],"in":[64,150,169],"number":[66],"researchers":[68],"contributions":[70],"to":[71,133],"field.":[73,171],"The":[74],"high":[75],"impact":[76],"development":[80],"is":[81],"complemented":[82],"by":[83,120],"rapid":[84],"advancements":[85],"availability":[88],"data":[90],"from":[91],"sensors,":[95],"including":[96],"high-resolution":[97],"RGB,":[98],"thermal,":[99],"LiDAR,":[100],"multi-/hyperspectral":[102],"cameras,":[103],"well":[105],"emerging":[107],"platforms":[109],"satellites":[112],"aerial":[114],"vehicles":[115],"that":[116,138],"can":[117],"be":[118],"captured":[119],"multi-temporal,":[121],"multi-sensor,":[122],"devices":[125],"wider":[128],"view.":[129],"This":[130],"study":[131],"aims":[132],"present":[134],"an":[135,155],"extensive":[136],"survey":[137],"encapsulates":[139],"widely":[140],"used":[141],"strategies":[144],"for":[145],"tackling":[146],"image":[147],"classification":[148],"challenges":[149],"sensing.":[152],"It":[153],"encompasses":[154],"exploration":[156],"imaging":[160],"platforms,":[161],"sensor":[162],"varieties,":[163],"practical":[164],"prospective":[167],"developments":[168]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":29},{"year":2024,"cited_by_count":4}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}