{"id":"https://openalex.org/W2130111678","doi":"https://doi.org/10.1109/icassp.2006.1660851","title":"Radar Signal Classification Using Pca-Based Features","display_name":"Radar Signal Classification Using Pca-Based Features","publication_year":2006,"publication_date":"2006-08-02","ids":{"openalex":"https://openalex.org/W2130111678","doi":"https://doi.org/10.1109/icassp.2006.1660851","mag":"2130111678"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2006.1660851","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2006.1660851","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings","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/A5006567738","display_name":"Amit Kumar Mishra","orcid":"https://orcid.org/0000-0001-6631-1539"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"A.K. Mishra","raw_affiliation_strings":["IDCOM, University of Edinburgh, Edinburgh, UK","IDCOM, Univ. of Edinburgh, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDCOM, University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"IDCOM, Univ. of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076320344","display_name":"B. Mulgrew","orcid":"https://orcid.org/0000-0002-8082-2818"},"institutions":[{"id":"https://openalex.org/I4210134627","display_name":"Wellcome Centre for Cell Biology","ror":"https://ror.org/03xbccz06","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210134627","https://openalex.org/I87048295","https://openalex.org/I98677209"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"B. Mulgrew","raw_affiliation_strings":["IDCOM, University of Edinburgh, Edinburgh, UK","IDCOM, Edinburgh Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDCOM, University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"IDCOM, Edinburgh Univ","institution_ids":["https://openalex.org/I4210134627"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.6044,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.96093684,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"3","issue":null,"first_page":"III","last_page":"1104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9959999918937683,"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":0.9959999918937683,"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/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9829000234603882,"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/automatic-target-recognition","display_name":"Automatic target recognition","score":0.7848491668701172},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.7353180646896362},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7189924716949463},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6978241205215454},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6951450705528259},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6746509075164795},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.6658031940460205},{"id":"https://openalex.org/keywords/target-acquisition","display_name":"Target acquisition","score":0.5049923062324524},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.48385560512542725},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.476508766412735},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4631217420101166},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.44026994705200195},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.19355091452598572},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08637025952339172}],"concepts":[{"id":"https://openalex.org/C117623542","wikidata":"https://www.wikidata.org/wiki/Q621974","display_name":"Automatic target recognition","level":3,"score":0.7848491668701172},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7353180646896362},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7189924716949463},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6978241205215454},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6951450705528259},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6746509075164795},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.6658031940460205},{"id":"https://openalex.org/C2779726219","wikidata":"https://www.wikidata.org/wiki/Q7685884","display_name":"Target acquisition","level":2,"score":0.5049923062324524},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.48385560512542725},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.476508766412735},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4631217420101166},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.44026994705200195},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.19355091452598572},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08637025952339172}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2006.1660851","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2006.1660851","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1801853848","https://openalex.org/W1977796249","https://openalex.org/W2078455576","https://openalex.org/W2129339086","https://openalex.org/W2948215215","https://openalex.org/W3033414884","https://openalex.org/W3099514962"],"related_works":["https://openalex.org/W3137365474","https://openalex.org/W2784759481","https://openalex.org/W3038591045","https://openalex.org/W2106749053","https://openalex.org/W2053024573","https://openalex.org/W3130755980","https://openalex.org/W2540523933","https://openalex.org/W4380446815","https://openalex.org/W2773828237","https://openalex.org/W4386323663"],"abstract_inverted_index":{"Principal":[0],"component":[1],"analysis":[2],"(PCA)":[3],"has":[4,42,58,70],"been":[5,44,59,71,91],"used":[6,60],"in":[7,61],"many":[8],"applications":[9],"ranging":[10],"from":[11],"social":[12],"science":[13],"to":[14,122,156],"space":[15],"science,":[16],"for":[17,29,162],"the":[18,54,64,74,116,124,134,142,151],"purpose":[19],"of":[20,27,96,108,114,147],"data":[21,66],"compression":[22],"and":[23,68,84,103,144],"feature":[24],"extraction.":[25],"Usage":[26],"PCA":[28,57,117,148],"synthetic":[30],"aperture":[31],"radar":[32],"(SAR)":[33],"image":[34],"classification,":[35,98],"though":[36],"widely":[37],"reported":[38],"by":[39,47],"remote-sensing":[40],"researchers,":[41],"not":[43],"exploited":[45],"much":[46],"automatic":[48],"target":[49],"recognition":[50],"(ATR)":[51],"community.":[52],"In":[53],"present":[55],"paper,":[56],"SAR-ATR":[62],"using":[63],"MSTAR":[65],"base,":[67],"comparison":[69],"made":[72],"with":[73,105],"conventional":[75],"conditional":[76,125],"Gaussian":[77,126],"model":[78,127],"based":[79,93,118,128,149],"Bayesian":[80,129],"classifier":[81,119,130],"(M.D.":[82],"DeVore":[83],"J.A.":[85],"O'Sullivan,":[86],"2002).":[87],"The":[88],"results":[89],"have":[90],"compared":[92],"on":[94],"percentage":[95],"correct":[97],"receiver":[99],"operating":[100],"characteristics":[101],"(ROC),":[102],"performance":[104],"limited":[106],"amount":[107],"training":[109],"data.":[110],"By":[111],"all":[112],"standards":[113],"comparison,":[115],"was":[120,154],"observed":[121],"outperform":[123],"(CGBC)":[131],"or":[132],"at":[133,138],"worst":[135],"it":[136],"performs":[137],"par.":[139],"And":[140],"given":[141],"computational":[143],"algorithmic":[145],"simplicity":[146],"classifier,":[150],"new":[152],"algorithm":[153],"concluded":[155],"be":[157],"a":[158],"highly":[159],"prospective":[160],"candidate":[161],"real":[163],"time":[164],"ATR":[165],"systems":[166]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}