{"id":"https://openalex.org/W4285378910","doi":"https://doi.org/10.1145/3484824.3484883","title":"Hyperspectral Image Classification using Machine Learning","display_name":"Hyperspectral Image Classification using Machine Learning","publication_year":2021,"publication_date":"2021-08-09","ids":{"openalex":"https://openalex.org/W4285378910","doi":"https://doi.org/10.1145/3484824.3484883"},"language":"en","primary_location":{"id":"doi:10.1145/3484824.3484883","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3484824.3484883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Data Science, Machine Learning and Artificial Intelligence","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/A5044678485","display_name":"Ranjana Gore","orcid":"https://orcid.org/0000-0002-6934-2741"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ranjana W. Gore","raw_affiliation_strings":["Department CS &amp; IT, Dr. B. A. M. University, Aurangabad, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Department CS &amp; IT, Dr. B. A. M. University, Aurangabad, Maharashtra, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006114856","display_name":"Abhilasha Mishra","orcid":"https://orcid.org/0000-0003-3163-5757"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abhilasha D. Mishra","raw_affiliation_strings":["Department of ETC, Maharashtra Institute of Technology, Aurangabad, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Department of ETC, Maharashtra Institute of Technology, Aurangabad, Maharashtra, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002888610","display_name":"Ratnadeep R. Deshmukh","orcid":"https://orcid.org/0000-0002-1257-2300"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ratnadeep R. Deshmukh","raw_affiliation_strings":["Department CS &amp; IT, Dr. B. A. M. University, Aurangabad, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Department CS &amp; IT, Dr. B. A. M. University, Aurangabad, Maharashtra, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044678485"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.32183213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"261","last_page":"265"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9915000200271606,"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":0.9587000012397766,"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":0.8983076214790344},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6522359848022461},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6490669846534729},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6441113948822021},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.5913937091827393},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5912370085716248},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5618140697479248},{"id":"https://openalex.org/keywords/impact-crater","display_name":"Impact crater","score":0.49692466855049133},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.481931209564209},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.44480404257774353},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4409666657447815},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4389810562133789},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4308892488479614},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3990885019302368},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.3865329921245575},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.35513997077941895},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.30420011281967163},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.18694579601287842}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8983076214790344},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6522359848022461},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6490669846534729},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6441113948822021},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.5913937091827393},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5912370085716248},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5618140697479248},{"id":"https://openalex.org/C179537507","wikidata":"https://www.wikidata.org/wiki/Q55818","display_name":"Impact crater","level":2,"score":0.49692466855049133},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.481931209564209},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.44480404257774353},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4409666657447815},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4389810562133789},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4308892488479614},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3990885019302368},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.3865329921245575},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.35513997077941895},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.30420011281967163},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.18694579601287842},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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:10.1145/3484824.3484883","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3484824.3484883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Data Science, Machine Learning and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"},{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2104269704","https://openalex.org/W2136251662","https://openalex.org/W2143824332","https://openalex.org/W2181904509","https://openalex.org/W2211548590","https://openalex.org/W2502721217","https://openalex.org/W2615751500","https://openalex.org/W2769464645","https://openalex.org/W2921581423","https://openalex.org/W4239200010","https://openalex.org/W4239510810"],"related_works":["https://openalex.org/W2625809971","https://openalex.org/W2317401237","https://openalex.org/W1990800631","https://openalex.org/W2167120702","https://openalex.org/W2579567122","https://openalex.org/W2615806692","https://openalex.org/W2080965330","https://openalex.org/W2547534968","https://openalex.org/W2043913960","https://openalex.org/W2046697080"],"abstract_inverted_index":{"Hyperspectral":[0],"images":[1,69],"are":[2,73,116],"of":[3,15,50,52,70],"high":[4],"resolution":[5],"so":[6],"helpful":[7],"in":[8,105],"classifying":[9,106],"the":[10,35,102],"land":[11,18,21,27,78],"surface":[12,79],"for":[13,75],"variety":[14],"applications":[16],"like":[17],"use":[19],"and":[20,66,81],"cover,":[22],"lithological":[23],"discrimination,":[24],"differentiating":[25],"different":[26],"surfaces,":[28],"segmentation,":[29],"etc.":[30],"This":[31,47],"work":[32],"focused":[33],"on":[34,91],"hyperspectral":[36],"image":[37],"classification":[38],"at":[39,43,80],"Lonar":[40,83],"Crater":[41],"situated":[42],"Buldhana":[44],"district,":[45],"Maharashtra.":[46],"methodology":[48],"consists":[49],"sequence":[51],"operations":[53],"viz.":[54],"bad":[55],"band":[56],"removal,":[57],"destriping,":[58],"atmospheric":[59],"correction,":[60],"minimum":[61],"noise":[62],"fraction,":[63],"n-D":[64],"visualization":[65],"classification.":[67,76],"242":[68],"Hyperion":[71],"sensor":[72],"used":[74,100],"The":[77,94,114],"near":[82],"crater":[84],"is":[85,99],"classified":[86],"with":[87,107,118],"more":[88],"user":[89],"accuracy":[90,104],"an":[92],"average.":[93],"Spectral":[95],"angle":[96],"mapper":[97],"technique":[98],"showing":[101],"59.23%":[103],"respect":[108],"to":[109],"ground":[110],"truths":[111],"from":[112],"image.":[113],"results":[115],"improved":[117],"Support":[119],"Vector":[120],"Machine.":[121]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
