{"id":"https://openalex.org/W2254825243","doi":"https://doi.org/10.1109/icip.2015.7351226","title":"A validation of ICA decomposition for PolSAR images by using measures of normalized compression distance","display_name":"A validation of ICA decomposition for PolSAR images by using measures of normalized compression distance","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W2254825243","doi":"https://doi.org/10.1109/icip.2015.7351226","mag":"2254825243"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2015.7351226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2015.7351226","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Image Processing (ICIP)","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/A5060459470","display_name":"Radu Tanase","orcid":"https://orcid.org/0000-0001-7579-3859"},"institutions":[{"id":"https://openalex.org/I141595442","display_name":"University of Bucharest","ror":"https://ror.org/02x2v6p15","country_code":"RO","type":"education","lineage":["https://openalex.org/I141595442"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Radu Tanase","raw_affiliation_strings":["Universitatea din Bucuresti, Bucuresti, RO"],"affiliations":[{"raw_affiliation_string":"Universitatea din Bucuresti, Bucuresti, RO","institution_ids":["https://openalex.org/I141595442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025946338","display_name":"Corina V\u0103duva","orcid":"https://orcid.org/0000-0001-6577-4558"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Corina Vaduva","raw_affiliation_strings":["CEOSpaceTech, University Politehnica of Bucharest, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"CEOSpaceTech, University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032370631","display_name":"Mihai Datcu","orcid":"https://orcid.org/0000-0002-3477-9687"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]},{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE","RO"],"is_corresponding":false,"raw_author_name":"Mihai Datcu","raw_affiliation_strings":["CEOSpaceTech, University Politehnica of Bucharest, Bucharest, Romania","Remote Sensing Technology Institute, German Aerospace Center, Wessling, Germany"],"affiliations":[{"raw_affiliation_string":"CEOSpaceTech, University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"Remote Sensing Technology Institute, German Aerospace Center, Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039266475","display_name":"Dan R\u0103ducanu","orcid":"https://orcid.org/0000-0003-4824-1367"},"institutions":[{"id":"https://openalex.org/I2802885015","display_name":"Military Technical Academy","ror":"https://ror.org/01tqmsq19","country_code":"RO","type":"education","lineage":["https://openalex.org/I2802885015"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Dan Raducanu","raw_affiliation_strings":["GEOINT Center, Military Technical Academy, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"GEOINT Center, Military Technical Academy, Bucharest, Romania","institution_ids":["https://openalex.org/I2802885015"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5060459470"],"corresponding_institution_ids":["https://openalex.org/I141595442"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13834266,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"140","issue":null,"first_page":"2369","last_page":"2373"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.7185897827148438},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.6189774870872498},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5573347806930542},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5434267520904541},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.542719841003418},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5124126076698303},{"id":"https://openalex.org/keywords/scattering","display_name":"Scattering","score":0.5121567249298096},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5008487701416016},{"id":"https://openalex.org/keywords/polarimetry","display_name":"Polarimetry","score":0.4805912673473358},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3408377766609192},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3347325623035431},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.21924051642417908},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2152017056941986},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1097109317779541}],"concepts":[{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.7185897827148438},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.6189774870872498},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5573347806930542},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5434267520904541},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.542719841003418},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5124126076698303},{"id":"https://openalex.org/C191486275","wikidata":"https://www.wikidata.org/wiki/Q210028","display_name":"Scattering","level":2,"score":0.5121567249298096},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5008487701416016},{"id":"https://openalex.org/C28493345","wikidata":"https://www.wikidata.org/wiki/Q899381","display_name":"Polarimetry","level":3,"score":0.4805912673473358},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3408377766609192},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3347325623035431},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.21924051642417908},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2152017056941986},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1097109317779541},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2015.7351226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2015.7351226","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:elib.dlr.de:100376","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ICIP.2015.7351226>.","pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.800000011920929}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321602","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt","ror":"https://ror.org/04bwf3e34"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2007346194","https://openalex.org/W2078343122","https://openalex.org/W2078985447","https://openalex.org/W2123649031","https://openalex.org/W2124757684","https://openalex.org/W2138001881","https://openalex.org/W2144221002","https://openalex.org/W2146953081","https://openalex.org/W6678698374"],"related_works":["https://openalex.org/W4252230435","https://openalex.org/W2121429698","https://openalex.org/W2182042810","https://openalex.org/W55679925","https://openalex.org/W3080404860","https://openalex.org/W2046761971","https://openalex.org/W3144722888","https://openalex.org/W2089650474","https://openalex.org/W2364896863","https://openalex.org/W2469797871"],"abstract_inverted_index":{"Simple":[0],"color,":[1],"intensity":[2],"representations":[3],"of":[4,17,52,100,130,132],"polarimetric":[5],"synthetic":[6],"aperture":[7],"radar":[8],"(PolSAR)":[9],"images":[10,74],"fail":[11],"to":[12],"show":[13],"the":[14,18,33,40,50,59,67,89,105,112,116],"physical":[15],"characteristics":[16],"recorded":[19],"ground":[20],"objects,":[21],"so":[22],"several":[23],"coherent":[24,113],"and":[25,115],"incoherent":[26,117],"decomposition":[27,108],"theorems":[28],"have":[29],"been":[30],"proposed":[31],"in":[32,62,104],"state-of-the-art":[34],"literature.":[35],"All":[36],"these":[37],"decompositions":[38],"assume":[39],"fact":[41],"that":[42,88],"any":[43],"scattering":[44,56,101],"mechanism":[45],"can":[46],"be":[47],"represented":[48],"as":[49,94,96,127],"sum":[51],"some":[53],"simpler,":[54],"canonical\"":[55],"mechanisms.":[57],"Following":[58],"same":[60],"assumption,":[61],"this":[63],"paper":[64],"we":[65,86],"employ":[66],"independent":[68],"component":[69],"analysis":[70],"(ICA)":[71],"for":[72,82],"PolSAR":[73],"representation.":[75],"Since":[76],"ICA":[77,91,107],"is":[78,109,125],"a":[79,128,138],"method":[80],"used":[81,126],"blind":[83],"sources":[84],"separation,":[85],"expect":[87],"derived":[90],"channels":[92],"represent":[93],"well":[95],"possible":[97],"certain":[98],"types":[99],"mechanisms":[102],"present":[103],"image.":[106],"validated":[110],"against":[111],"Pauli":[114],"H/a/\u03b1":[118],"decompositions.":[119,133],"The":[120],"normalized":[121],"compression":[122],"distance":[123],"(NCD)":[124],"measure":[129],"quality":[131],"Experiments":[134],"are":[135],"made":[136],"on":[137],"SLC":[139],"L-band":[140],"F-SAR":[141],"image":[142],"over":[143],"Kaufbeuren":[144],"airfield,":[145],"Germany.":[146]},"counts_by_year":[],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
