{"id":"https://openalex.org/W4407737705","doi":"https://doi.org/10.1109/whispers65427.2024.10876454","title":"A Fuzzy Clustering-Based Feature Extraction Approach for Hyperspectral Target Detection","display_name":"A Fuzzy Clustering-Based Feature Extraction Approach for Hyperspectral Target Detection","publication_year":2024,"publication_date":"2024-12-09","ids":{"openalex":"https://openalex.org/W4407737705","doi":"https://doi.org/10.1109/whispers65427.2024.10876454"},"language":"en","primary_location":{"id":"doi:10.1109/whispers65427.2024.10876454","is_oa":false,"landing_page_url":"https://doi.org/10.1109/whispers65427.2024.10876454","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 14th Workshop on Hyperspectral Imaging 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/A5102508583","display_name":"Yubo Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yubo Ma","raw_affiliation_strings":["Research Institute of Electronic Science and Technology, University of Electronic Science and Technology of China,Chengdu,Sichuan,China,611731"],"affiliations":[{"raw_affiliation_string":"Research Institute of Electronic Science and Technology, University of Electronic Science and Technology of China,Chengdu,Sichuan,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006769589","display_name":"Siyu Cai","orcid":"https://orcid.org/0009-0002-4811-9118"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyu Cai","raw_affiliation_strings":["College of Mathematics, Sichuan University,Chengdu,Sichuan,China,610064"],"affiliations":[{"raw_affiliation_string":"College of Mathematics, Sichuan University,Chengdu,Sichuan,China,610064","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102508583"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.40567968,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9435999989509583,"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":0.9435999989509583,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.7822144031524658},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6927655935287476},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.681229293346405},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6781408786773682},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6637438535690308},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6510143280029297},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5652132034301758},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5060147643089294},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41866278648376465},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.377488911151886},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32940226793289185}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.7822144031524658},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6927655935287476},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.681229293346405},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6781408786773682},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6637438535690308},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6510143280029297},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5652132034301758},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5060147643089294},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41866278648376465},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.377488911151886},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32940226793289185},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/whispers65427.2024.10876454","is_oa":false,"landing_page_url":"https://doi.org/10.1109/whispers65427.2024.10876454","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 14th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2945382830","https://openalex.org/W4224807364","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W1980197432","https://openalex.org/W2382432689","https://openalex.org/W2000612978","https://openalex.org/W4388110928","https://openalex.org/W1483228865","https://openalex.org/W4292434959"],"abstract_inverted_index":{"The":[0,107],"sufficient":[1],"spectral":[2,55],"information":[3,20],"contained":[4],"in":[5],"hyperspectral":[6,114],"image":[7],"provides":[8],"assistance":[9],"for":[10],"many":[11],"applications.":[12],"But":[13],"on":[14,91,111],"the":[15,65,71,78,100,117,120,124],"other":[16],"hand,":[17],"it":[18],"causes":[19],"redundancy":[21],"and":[22],"increases":[23],"computational":[24],"costs.":[25],"To":[26],"surmount":[27],"these":[28,98],"obstacles,":[29],"an":[30],"intuitive":[31],"approach":[32],"is":[33,47,61,105],"to":[34,49,63,84],"reduce":[35],"dimension.":[36],"In":[37],"this":[38],"paper,":[39],"a":[40,92],"fuzzy":[41,72,94],"relative-weighted":[42],"K-means":[43],"(FRWKM)":[44],"clustering":[45,95],"algorithm":[46],"proposed":[48,121],"extract":[50],"feature":[51,103],"by":[52],"integrating":[53],"target":[54,108],"information.":[56],"First,":[57],"graph":[58],"segmentation":[59],"technique":[60],"utilized":[62],"determine":[64],"optimal":[66],"number":[67],"of":[68,81,119],"clusters.":[69],"Then,":[70],"cluster":[73],"centers":[74],"as":[75,77],"well":[76],"membership":[79],"degree":[80],"each":[82,85],"band":[83],"center":[86],"can":[87],"be":[88],"obtained":[89],"based":[90],"weighted":[93],"criterion.":[96],"Concatenating":[97],"centers,":[99],"final":[101],"low-dimensional":[102],"cube":[104],"obtained.":[106],"detection":[109],"experiments":[110],"three":[112],"real":[113],"images":[115],"show":[116],"preponderance":[118],"FRWKM":[122],"over":[123],"compared":[125],"dimensionality":[126],"reduction":[127],"methods.":[128]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}