{"id":"https://openalex.org/W2139504266","doi":"https://doi.org/10.1109/igarss.2003.1295375","title":"Kalman filtering as a multilayer perceptron training algorithm for detecting changes in remotely sensed imagery","display_name":"Kalman filtering as a multilayer perceptron training algorithm for detecting changes in remotely sensed imagery","publication_year":2004,"publication_date":"2004-06-21","ids":{"openalex":"https://openalex.org/W2139504266","doi":"https://doi.org/10.1109/igarss.2003.1295375","mag":"2139504266"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2003.1295375","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2003.1295375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477)","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/A5065021759","display_name":"Youcef Chibani","orcid":"https://orcid.org/0000-0002-7957-7456"},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Y. Chibani","raw_affiliation_strings":["Laboratoire de Traitement du Signal, Facult\u00e9 d'Electronique et d'Informatique, Universit\u00e9 des Sciences et de la Technologie Houari Boumediene, Algiers, Algeria","Lab. de Traitement du Signal, Univ. des Sci. et de la Technol. Houari Boumedienne, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de Traitement du Signal, Facult\u00e9 d'Electronique et d'Informatique, Universit\u00e9 des Sciences et de la Technologie Houari Boumediene, Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]},{"raw_affiliation_string":"Lab. de Traitement du Signal, Univ. des Sci. et de la Technol. Houari Boumedienne, Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053417618","display_name":"Hassiba Nemmour","orcid":null},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"H. Nemmour","raw_affiliation_strings":["Laboratoire de Traitement du Signal, Facult\u00e9 d'Electronique et d'Informatique, Universit\u00e9 des Sciences et de la Technologie Houari Boumediene, Algiers, Algeria","Lab. de Traitement du Signal, Univ. des Sci. et de la Technol. Houari Boumedienne, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de Traitement du Signal, Facult\u00e9 d'Electronique et d'Informatique, Universit\u00e9 des Sciences et de la Technologie Houari Boumediene, Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]},{"raw_affiliation_string":"Lab. de Traitement du Signal, Univ. des Sci. et de la Technol. Houari Boumedienne, Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157169809"],"apc_list":null,"apc_paid":null,"fwci":2.0461,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.88697674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"6","issue":null,"first_page":"4101","last_page":"4103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998000264167786,"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":0.9998000264167786,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9872999787330627,"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":0.9853000044822693,"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/backpropagation","display_name":"Backpropagation","score":0.7983644604682922},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7018862962722778},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.695368766784668},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6388792991638184},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.6239574551582336},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.6198814511299133},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6068564057350159},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6041783690452576},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5771753787994385},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5213421583175659},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47453010082244873},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4245692491531372},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25396525859832764}],"concepts":[{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.7983644604682922},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7018862962722778},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.695368766784668},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6388792991638184},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6239574551582336},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.6198814511299133},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6068564057350159},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6041783690452576},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5771753787994385},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5213421583175659},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47453010082244873},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4245692491531372},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25396525859832764},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2003.1295375","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2003.1295375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477)","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":9,"referenced_works":["https://openalex.org/W28698664","https://openalex.org/W2036798369","https://openalex.org/W2079019836","https://openalex.org/W2118098762","https://openalex.org/W2140207729","https://openalex.org/W4285719527","https://openalex.org/W6601178483","https://openalex.org/W6670423665","https://openalex.org/W6677292669"],"related_works":["https://openalex.org/W2555356437","https://openalex.org/W2417891382","https://openalex.org/W2076543106","https://openalex.org/W2083196709","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W2023924986","https://openalex.org/W2523437662","https://openalex.org/W4387048144","https://openalex.org/W2492135063"],"abstract_inverted_index":{"The":[0],"multilayer":[1],"perceptron":[2],"is":[3,56],"usually":[4],"trained":[5],"by":[6],"the":[7,13,21,48,53,60],"backpropagation":[8],"(BP)":[9],"algorithm":[10,30,55,62],"for":[11,31],"computing":[12],"synaptic":[14],"weights.":[15],"In":[16],"this":[17],"paper,":[18],"we":[19],"investigate":[20],"use":[22],"of":[23,65],"Kalman":[24],"filtering":[25],"(KF)":[26],"as":[27],"a":[28],"training":[29],"detecting":[32],"changes":[33],"in":[34,63],"remotely":[35],"sensed":[36],"imagery.":[37],"By":[38],"using":[39],"SPOT":[40],"images":[41],"and":[42,69],"based":[43],"on":[44],"some":[45],"evaluation":[46],"criteria,":[47],"detailed":[49],"comparison":[50],"indicates":[51],"that":[52],"KF":[54],"preferable":[57],"compared":[58],"to":[59],"BP":[61],"terms":[64],"convergence":[66],"rate,":[67],"stability":[68],"change":[70],"detection":[71],"accuracy.":[72]},"counts_by_year":[{"year":2013,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}