{"id":"https://openalex.org/W4402260784","doi":"https://doi.org/10.1109/igarss53475.2024.10642309","title":"Open-Set Identification of Minerals From CRISM Hyperspectral Data","display_name":"Open-Set Identification of Minerals From CRISM Hyperspectral Data","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402260784","doi":"https://doi.org/10.1109/igarss53475.2024.10642309"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10642309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10642309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","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/A5053816626","display_name":"Sandeepan Dhoundiyal","orcid":"https://orcid.org/0000-0001-5415-5938"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandeepan Dhoundiyal","raw_affiliation_strings":["Indian Institute of Technology Bombay,Centre of Studies in Resources Engineering,Mumbai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Bombay,Centre of Studies in Resources Engineering,Mumbai,India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034811652","display_name":"Moni Shankar Dey","orcid":"https://orcid.org/0000-0002-3741-3269"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Moni Shankar Dey","raw_affiliation_strings":["Indian Institute of Technology Bombay,Centre of Studies in Resources Engineering,Mumbai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Bombay,Centre of Studies in Resources Engineering,Mumbai,India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103047013","display_name":"Shashikant Singh","orcid":"https://orcid.org/0000-0002-0435-3773"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shashikant Singh","raw_affiliation_strings":["Indian Institute of Technology Bombay,Centre of Studies in Resources Engineering,Mumbai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Bombay,Centre of Studies in Resources Engineering,Mumbai,India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101882374","display_name":"P. V. Arun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pattathal V. Arun","raw_affiliation_strings":["Indian Institute of Information Technology,Computer Science and Engineering Group,Sri City,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology,Computer Science and Engineering Group,Sri City,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001736067","display_name":"G. Thangjam","orcid":"https://orcid.org/0000-0001-5697-112X"},"institutions":[{"id":"https://openalex.org/I163389970","display_name":"National Institute of Science Education and Research","ror":"https://ror.org/02r2k1c68","country_code":"IN","type":"education","lineage":["https://openalex.org/I163389970","https://openalex.org/I200207707"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Guneshwar Thangjam","raw_affiliation_strings":["National Institute of Science Education and Research, HBNI,School of Earth and Planetary Sciences,Bhubaneswar,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Science Education and Research, HBNI,School of Earth and Planetary Sciences,Bhubaneswar,India","institution_ids":["https://openalex.org/I163389970"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011288887","display_name":"Alok Porwal","orcid":null},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Alok Porwal","raw_affiliation_strings":["Indian Institute of Technology Bombay,Centre of Studies in Resources Engineering,Mumbai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Bombay,Centre of Studies in Resources Engineering,Mumbai,India","institution_ids":["https://openalex.org/I162827531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0668,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78586766,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"6164","last_page":"6167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12282","display_name":"Mineral Processing and Grinding","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"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/T11212","display_name":"Cultural Heritage Materials Analysis","score":0.9563000202178955,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.910249650478363},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6968280076980591},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4966588616371155},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.47692224383354187},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4704141914844513},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4415462613105774},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3046773076057434},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2678977847099304}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.910249650478363},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6968280076980591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4966588616371155},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.47692224383354187},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4704141914844513},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4415462613105774},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3046773076057434},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2678977847099304},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10642309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10642309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.47999998927116394,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1874374897","https://openalex.org/W2083620785","https://openalex.org/W2101711129","https://openalex.org/W2136131734","https://openalex.org/W3088941675","https://openalex.org/W3208086375","https://openalex.org/W4206024048","https://openalex.org/W4324387234","https://openalex.org/W4367835710"],"related_works":["https://openalex.org/W2385371209","https://openalex.org/W4250051149","https://openalex.org/W2083270190","https://openalex.org/W1991437568","https://openalex.org/W2394308601","https://openalex.org/W2027108423","https://openalex.org/W1855666948","https://openalex.org/W2758561209","https://openalex.org/W1548095260","https://openalex.org/W2781711915"],"abstract_inverted_index":{"Hyperspectral":[0],"data":[1],"from":[2,99],"the":[3,16,19,27,55,63,72,100],"Compact":[4],"Reconnaissance":[5],"Imaging":[6],"Spectrometer":[7],"for":[8,57],"Mars":[9],"(CRISM)":[10],"have":[11,38],"proven":[12],"instrumental":[13],"in":[14,62],"analysing":[15],"mineralogy":[17],"of":[18,26,32,112,118],"Martian":[20],"surface":[21],"and":[22,30,54,115],"advanced":[23],"our":[24],"understanding":[25],"geological":[28],"history":[29],"habitability":[31],"Mars.":[33],"Recently,":[34],"machine":[35,102],"learning-based":[36],"methods":[37,47],"been":[39],"used":[40],"to":[41,80],"analyse":[42],"CRISM":[43,82,101],"data.":[44],"However,":[45],"these":[46],"exhibit":[48],"limitations":[49],"such":[50],"as":[51],"training":[52],"difficulties":[53],"need":[56],"manual":[58],"feature":[59],"selection.":[60],"Therefore,":[61],"contribution":[64],"we":[65],"propose":[66],"a":[67,116],"novel":[68],"algorithm":[69,75],"which":[70],"combines":[71],"Random":[73],"Forest":[74],"with":[76],"Extreme":[77],"Value":[78],"Analysis":[79],"classify":[81],"spectra":[83,98],"under":[84],"an":[85,110],"open-set":[86],"regime.":[87],"The":[88],"algorithm\u2019s":[89],"effectiveness":[90],"is":[91],"demonstrated":[92],"using":[93],"\u223c":[94],"470":[95],"000":[96],"labelled":[97],"learning":[103],"toolkit\u2019s":[104],"mineral":[105],"dataset":[106],"where":[107],"it":[108],"returns":[109],"accuracy":[111],"86.92":[113],"%":[114],"Kappa(\u03ba)":[117],"0.85":[119]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}