{"id":"https://openalex.org/W3207785354","doi":"https://doi.org/10.1109/igarss47720.2021.9554276","title":"Mirror Mosaicking Based Reduced Complexity Approach for the Classification of Hyperspectral Images","display_name":"Mirror Mosaicking Based Reduced Complexity Approach for the Classification of Hyperspectral Images","publication_year":2021,"publication_date":"2021-07-11","ids":{"openalex":"https://openalex.org/W3207785354","doi":"https://doi.org/10.1109/igarss47720.2021.9554276","mag":"3207785354"},"language":"en","primary_location":{"id":"doi:10.1109/igarss47720.2021.9554276","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss47720.2021.9554276","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053380193","display_name":"Shiv Nath Chaudhri","orcid":"https://orcid.org/0000-0002-5436-2977"},"institutions":[{"id":"https://openalex.org/I56404289","display_name":"Indian Institute of Technology BHU","ror":"https://ror.org/01kh5gc44","country_code":"IN","type":"education","lineage":["https://openalex.org/I56404289"]},{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"S. N Chaudhri","raw_affiliation_strings":["Indian Institute of Technology (BHU), Varanasi, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology (BHU), Varanasi, India","institution_ids":["https://openalex.org/I56404289","https://openalex.org/I91357014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031973259","display_name":"N. S. Rajput","orcid":"https://orcid.org/0000-0002-1650-011X"},"institutions":[{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]},{"id":"https://openalex.org/I56404289","display_name":"Indian Institute of Technology BHU","ror":"https://ror.org/01kh5gc44","country_code":"IN","type":"education","lineage":["https://openalex.org/I56404289"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N. S. Rajput","raw_affiliation_strings":["Indian Institute of Technology (BHU), Varanasi, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology (BHU), Varanasi, India","institution_ids":["https://openalex.org/I56404289","https://openalex.org/I91357014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103212472","display_name":"K. P. Singh","orcid":"https://orcid.org/0009-0006-6767-6314"},"institutions":[{"id":"https://openalex.org/I56404289","display_name":"Indian Institute of Technology BHU","ror":"https://ror.org/01kh5gc44","country_code":"IN","type":"education","lineage":["https://openalex.org/I56404289"]},{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. P. Singh","raw_affiliation_strings":["Indian Institute of Technology (BHU), Varanasi, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology (BHU), Varanasi, India","institution_ids":["https://openalex.org/I56404289","https://openalex.org/I91357014"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075489586","display_name":"Dharmendra Singh","orcid":"https://orcid.org/0000-0002-0396-1494"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D. Singh","raw_affiliation_strings":["Indian Institute of Technology, Roorkee, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Roorkee, India","institution_ids":["https://openalex.org/I154851008"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053380193"],"corresponding_institution_ids":["https://openalex.org/I56404289","https://openalex.org/I91357014"],"apc_list":null,"apc_paid":null,"fwci":0.4986,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69478518,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3657","last_page":"3660"},"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":0.9976999759674072,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9886999726295471,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.9445633888244629},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.7104352712631226},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6543593406677246},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6114846467971802},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5797061920166016},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5480239391326904},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.4876800775527954},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.43883711099624634},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.41389885544776917},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.379115492105484},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.18143707513809204}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.9445633888244629},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.7104352712631226},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6543593406677246},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6114846467971802},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5797061920166016},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5480239391326904},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.4876800775527954},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.43883711099624634},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.41389885544776917},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.379115492105484},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.18143707513809204},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss47720.2021.9554276","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss47720.2021.9554276","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G2685840400","display_name":null,"funder_award_id":"R&D/IBM/ SBApp/Electronics/ 15-16/ 07","funder_id":"https://openalex.org/F4320307762","funder_display_name":"International Business Machines Corporation"},{"id":"https://openalex.org/G3892785710","display_name":null,"funder_award_id":"IS/ST/EC-13-14/02","funder_id":"https://openalex.org/F4320306441","funder_display_name":"National Cancer Coalition"}],"funders":[{"id":"https://openalex.org/F4320306441","display_name":"National Cancer Coalition","ror":"https://ror.org/02fnsp050"},{"id":"https://openalex.org/F4320307762","display_name":"International Business Machines Corporation","ror":"https://ror.org/05hh8d621"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2039609561","https://openalex.org/W2062964394","https://openalex.org/W2098057602","https://openalex.org/W2101711129","https://openalex.org/W2136251662","https://openalex.org/W2140088440","https://openalex.org/W2157621128","https://openalex.org/W2982894653","https://openalex.org/W2987381024","https://openalex.org/W3129692136","https://openalex.org/W3131274850"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W2317401237","https://openalex.org/W1990800631","https://openalex.org/W2167120702","https://openalex.org/W2579567122","https://openalex.org/W2912065050","https://openalex.org/W4289655544","https://openalex.org/W2044092692","https://openalex.org/W2547665164","https://openalex.org/W3103111272"],"abstract_inverted_index":{"Convolutional":[0],"neural":[1],"networks":[2],"(CNNs)":[3],"are":[4,68],"top-rated":[5],"to":[6,22,25,60],"classify":[7],"hyperspectral":[8,31],"images.":[9],"Usually,":[10],"these":[11],"use":[12],"the":[13,19,30,36,45,48,55,61,75,97,130],"spectral-spatial":[14,98],"approach":[15,83,99,106],"(SSA),":[16],"in":[17,44],"which":[18,132],"patch":[20],"corresponding":[21,76],"each":[23],"pixel":[24],"be":[26],"classified":[27],"extracted":[28],"from":[29],"image.":[32],"The":[33,52,104],"size":[34,63,72],"of":[35,47,54,64,69],"patches'":[37],"spatial":[38,62,71],"neighborhood":[39],"plays":[40],"a":[41,81],"vital":[42],"role":[43],"complexity":[46,53],"designed":[49],"CNN":[50],"model.":[51],"model":[56],"proportionately":[57],"increases":[58],"according":[59],"patches.":[65,103],"Generally,":[66],"patches":[67],"odd-squared":[70],"centering":[73],"at":[74],"pixel.":[77],"In":[78],"this":[79],"paper,":[80],"novel":[82],"based":[84],"on":[85],"mirror":[86],"mosaicking":[87],"(MMA)":[88],"has":[89,93,107,126,133],"been":[90,94,108,127],"proposed.":[91],"It":[92],"compared":[95],"with":[96,113],"using":[100],"minimally":[101],"sized":[102],"proposed":[105],"proved":[109],"computationally":[110],"efficient":[111],"along":[112],"competitive":[114],"classification":[115],"performance.":[116],"A":[117],"dataset":[118],"provided":[119],"by":[120],"National":[121],"Ecological":[122],"Observatory":[123],"Network":[124],"(NEON)":[125],"used":[128],"for":[129],"experimentation,":[131],"three":[134],"major":[135],"classes,":[136],"viz.":[137],"vegetation,":[138],"soil,":[139],"and":[140],"road.":[141]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
