{"id":"https://openalex.org/W2509781825","doi":"https://doi.org/10.1109/whispers.2016.8071747","title":"Rare jarosite detection in crism imagery by non-parametric Bayesian clustering","display_name":"Rare jarosite detection in crism imagery by non-parametric Bayesian clustering","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2509781825","doi":"https://doi.org/10.1109/whispers.2016.8071747","mag":"2509781825"},"language":"en","primary_location":{"id":"doi:10.1109/whispers.2016.8071747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/whispers.2016.8071747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)","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/A5067612292","display_name":"Murat D\u00fcndar","orcid":"https://orcid.org/0000-0001-5752-468X"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]},{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Murat Dundar","raw_affiliation_strings":["California Institute of Technology Division of Geological & Planetary Sciences Jet Propulsion Laboratory Pasadena, California, 91125 USA","Indiana University -Purdue University Computer & Information Science Department Indianapolis, Indiana, 46202 USA"],"affiliations":[{"raw_affiliation_string":"California Institute of Technology Division of Geological & Planetary Sciences Jet Propulsion Laboratory Pasadena, California, 91125 USA","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"Indiana University -Purdue University Computer & Information Science Department Indianapolis, Indiana, 46202 USA","institution_ids":["https://openalex.org/I55769427"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021455837","display_name":"B. L. Ehlmann","orcid":"https://orcid.org/0000-0002-2745-3240"},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]},{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bethany L. Ehlmann","raw_affiliation_strings":["California Institute of Technology Division of Geological & Planetary Sciences Jet Propulsion Laboratory Pasadena, California, 91125 USA","Indiana University -Purdue University Computer & Information Science Department Indianapolis, Indiana, 46202 USA"],"affiliations":[{"raw_affiliation_string":"California Institute of Technology Division of Geological & Planetary Sciences Jet Propulsion Laboratory Pasadena, California, 91125 USA","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"Indiana University -Purdue University Computer & Information Science Department Indianapolis, Indiana, 46202 USA","institution_ids":["https://openalex.org/I55769427"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5067612292"],"corresponding_institution_ids":["https://openalex.org/I1334627681","https://openalex.org/I55769427"],"apc_list":null,"apc_paid":null,"fwci":0.8887,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84375335,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9984999895095825,"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":0.9984999895095825,"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/T10406","display_name":"Planetary Science and Exploration","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12073","display_name":"Isotope Analysis in Ecology","score":0.9876000285148621,"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/mars-exploration-program","display_name":"Mars Exploration Program","score":0.624997615814209},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5865337252616882},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5792307257652283},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5204634666442871},{"id":"https://openalex.org/keywords/parametric-model","display_name":"Parametric model","score":0.5178385376930237},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49277475476264954},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.46686291694641113},{"id":"https://openalex.org/keywords/jarosite","display_name":"Jarosite","score":0.4471731185913086},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.41481298208236694},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40990665555000305},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.34257370233535767},{"id":"https://openalex.org/keywords/mineralogy","display_name":"Mineralogy","score":0.16349029541015625},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13554543256759644}],"concepts":[{"id":"https://openalex.org/C83260615","wikidata":"https://www.wikidata.org/wiki/Q6773121","display_name":"Mars Exploration Program","level":2,"score":0.624997615814209},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5865337252616882},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5792307257652283},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5204634666442871},{"id":"https://openalex.org/C24574437","wikidata":"https://www.wikidata.org/wiki/Q7135228","display_name":"Parametric model","level":3,"score":0.5178385376930237},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49277475476264954},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.46686291694641113},{"id":"https://openalex.org/C2775929177","wikidata":"https://www.wikidata.org/wiki/Q411168","display_name":"Jarosite","level":2,"score":0.4471731185913086},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.41481298208236694},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40990665555000305},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.34257370233535767},{"id":"https://openalex.org/C199289684","wikidata":"https://www.wikidata.org/wiki/Q83353","display_name":"Mineralogy","level":1,"score":0.16349029541015625},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13554543256759644},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/whispers.2016.8071747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/whispers.2016.8071747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarworks.indianapolis.iu.edu:1805/17098","is_oa":false,"landing_page_url":"https://hdl.handle.net/1805/17098","pdf_url":null,"source":{"id":"https://openalex.org/S4306400987","display_name":"IUScholarWorks (Indiana University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I592451","host_organization_name":"Indiana University","host_organization_lineage":["https://openalex.org/I592451"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Author","raw_type":"Conference proceedings"},{"id":"pmh:oai:scholarworks.iupui.edu:1805/17098","is_oa":false,"landing_page_url":"http://hdl.handle.net/1805/17098","pdf_url":null,"source":{"id":"https://openalex.org/S4306400987","display_name":"IUScholarWorks (Indiana University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I592451","host_organization_name":"Indiana University","host_organization_lineage":["https://openalex.org/I592451"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Author","raw_type":"Conference proceedings"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1642203344","https://openalex.org/W1874374897","https://openalex.org/W2049633694","https://openalex.org/W2072169887","https://openalex.org/W2081364524","https://openalex.org/W2096386827","https://openalex.org/W2108201068","https://openalex.org/W2120147741","https://openalex.org/W2120432176","https://openalex.org/W2120636621","https://openalex.org/W2122286377","https://openalex.org/W2125610349","https://openalex.org/W2126230369","https://openalex.org/W2600717762","https://openalex.org/W3120786468","https://openalex.org/W3129711340","https://openalex.org/W6678007862","https://openalex.org/W6788096837"],"related_works":["https://openalex.org/W2289718384","https://openalex.org/W1995675544","https://openalex.org/W2509524819","https://openalex.org/W2012121796","https://openalex.org/W2068427817","https://openalex.org/W2952090425","https://openalex.org/W2538333368","https://openalex.org/W3127866798","https://openalex.org/W4294845631","https://openalex.org/W1518153952"],"abstract_inverted_index":{"Discovery":[0],"of":[1,13,16,23,31,59,79,99],"rare":[2,32,100],"phases":[3],"on":[4],"Mars":[5,18,45],"is":[6],"important":[7],"as":[8,11,110],"they":[9],"serve":[10],"indicators":[12],"the":[14,17,57,75,97],"geochemistry":[15],"surface":[19],"and":[20,37,62,65,118,122],"facilitate":[21],"understanding":[22],"mineral":[24],"assemblages":[25],"within":[26],"a":[27,53,111,125],"geologic":[28],"unit.":[29],"Identification":[30],"minerals":[33,106],"in":[34,72,107],"high":[35],"spatial":[36,77],"spectral":[38],"resolution":[39],"Compact":[40],"Reconnaissance":[41],"Imaging":[42],"Spectrometer":[43],"for":[44,135],"(CRISM)":[46],"visible/shortwave":[47],"infrared":[48],"(VSWIR)":[49],"images":[50],"has":[51],"been":[52],"challenge":[54],"due":[55],"to":[56,74,87],"presence":[58],"both":[60],"additive":[61],"multiplicative":[63],"noise":[64],"other":[66],"artifacts,":[67],"affecting":[68],"all":[69],"collected":[70],"images,":[71],"addition":[73],"limited":[76],"extent":[78],"regions":[80],"hosting":[81],"these":[82],"minerals.":[83],"In":[84],"an":[85],"effort":[86],"automate":[88],"this":[89,136],"task":[90],"we":[91],"evaluate":[92],"various":[93],"clustering":[94,120],"algorithms":[95,121],"using":[96],"detection":[98],"jarosite,":[101],"associated":[102],"with":[103],"spectrally":[104],"similar":[105],"CRISM":[108],"imagery,":[109],"case":[112],"study.":[113],"We":[114],"compare":[115],"nonparametric":[116,129],"Bayesian":[117,130],"standard":[119],"show":[123],"that":[124],"recently":[126],"developed":[127],"doubly":[128],"model":[131],"could":[132],"be":[133],"effective":[134],"task.":[137]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}