{"id":"https://openalex.org/W4401809196","doi":"https://doi.org/10.1109/atsip62566.2024.10638894","title":"Unsupervised Multiclass Change Detection and Mapping Using Deep Neural Network","display_name":"Unsupervised Multiclass Change Detection and Mapping Using Deep Neural Network","publication_year":2024,"publication_date":"2024-07-11","ids":{"openalex":"https://openalex.org/W4401809196","doi":"https://doi.org/10.1109/atsip62566.2024.10638894"},"language":"en","primary_location":{"id":"doi:10.1109/atsip62566.2024.10638894","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/atsip62566.2024.10638894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 7th International Conference on Advanced Technologies, Signal and Image Processing (ATSIP)","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/A5021613264","display_name":"Radja Kheddam","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"]},{"id":"https://openalex.org/I192268740","display_name":"University of Algiers Benyoucef Benkhedda","ror":"https://ror.org/011r6gp69","country_code":"DZ","type":"education","lineage":["https://openalex.org/I192268740"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Radja Kheddam","raw_affiliation_strings":["Faculty of Electrical Engineering USTHB,Image Processing and Radiation Laboratory,Algiers,Algeria"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering USTHB,Image Processing and Radiation Laboratory,Algiers,Algeria","institution_ids":["https://openalex.org/I192268740","https://openalex.org/I157169809"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070599384","display_name":"Ahmed Tahraoui","orcid":null},"institutions":[{"id":"https://openalex.org/I192268740","display_name":"University of Algiers Benyoucef Benkhedda","ror":"https://ror.org/011r6gp69","country_code":"DZ","type":"education","lineage":["https://openalex.org/I192268740"]},{"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":"Ahmed Tahraoui","raw_affiliation_strings":["Faculty of Electrical Engineering USTHB,Image Processing and Radiation Laboratory,Algiers,Algeria"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering USTHB,Image Processing and Radiation Laboratory,Algiers,Algeria","institution_ids":["https://openalex.org/I192268740","https://openalex.org/I157169809"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5021613264"],"corresponding_institution_ids":["https://openalex.org/I157169809","https://openalex.org/I192268740"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22758338,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"v","issue":null,"first_page":"290","last_page":"295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9817000031471252,"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":0.9817000031471252,"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/computer-science","display_name":"Computer science","score":0.738407552242279},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6410015225410461},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6231430768966675},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.4379202127456665},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4243668019771576}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.738407552242279},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6410015225410461},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6231430768966675},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.4379202127456665},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4243668019771576}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/atsip62566.2024.10638894","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/atsip62566.2024.10638894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 7th International Conference on Advanced Technologies, Signal and Image Processing (ATSIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1987971958","https://openalex.org/W2020312216","https://openalex.org/W2125824214","https://openalex.org/W2165698076","https://openalex.org/W2466139094","https://openalex.org/W2766967232","https://openalex.org/W2773698405","https://openalex.org/W2804682640","https://openalex.org/W2944762303","https://openalex.org/W3037640242","https://openalex.org/W3047246571","https://openalex.org/W3123813572","https://openalex.org/W3207820256","https://openalex.org/W4206500946","https://openalex.org/W4214676352","https://openalex.org/W4366091608","https://openalex.org/W4379230095","https://openalex.org/W4388119855"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2568858292","https://openalex.org/W1515964938","https://openalex.org/W2389381914","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"This":[0],"work":[1],"deals":[2],"with":[3,123],"the":[4,22,50,74,106,130,133,143,160,165,192,203,211,214,228,236,243],"task":[5],"of":[6,73,195,213,227],"land":[7,10,183,221,245],"use":[8],"and":[9,67,135,154,167,200,238],"cover":[11],"(LULC)":[12],"change":[13,28,38,60,65,84,91,111,134,156,184,222,237,246],"detection":[14,29,51,85],"using":[15,115],"multi-temporal":[16],"multispectral":[17,188],"remote":[18],"sensing":[19],"images.":[20],"In":[21,78],"last":[23],"few":[24],"years,":[25],"deep":[26],"learning-based":[27],"methods":[30],"have":[31],"been":[32],"successfully":[33],"implemented":[34],"for":[35],"automatic":[36],"LULC":[37],"detection.":[39],"Although":[40],"these":[41],"elaborated":[42],"methodologies":[43],"achieved":[44],"a":[45,82,88,98,109,124,173,181],"very":[46],"high":[47],"score":[48],"in":[49,95,159,172],"accuracy,":[52],"they":[53],"are":[54,63,138,170,207],"able":[55],"to":[56,80,87,142,149,179,209,242],"provide":[57,180],"only":[58],"binary":[59,110,244],"mapping":[61,112],"where":[62,104],"illustrated":[64],"regions":[66,69,137],"non-change":[68,136,152,239],"without":[70],"any":[71],"specification":[72],"ground":[75],"classes":[76,169],"nature.":[77],"order":[79],"get":[81],"multiclass":[83,151,182],"leading":[86],"more":[89,233],"accurate":[90],"mapping,":[92],"we":[93],"proposed":[94,215],"this":[96],"paper":[97],"fully":[99],"unsupervised":[100],"three":[101],"steps":[102],"methodology":[103],"during":[105,129],"first":[107],"step,":[108,132,162],"is":[113,232],"obtained":[114,218],"k-MAD":[116],"(kernel":[117],"multivariate":[118],"alteration":[119],"detection)":[120],"components":[121],"combined":[122],"Chi-":[125],"2":[126],"test":[127],"thresholding,":[128],"second":[131],"iteratively":[139],"classified":[140],"due":[141],"AP":[144],"(affinity":[145],"propagation)":[146],"clustering":[147],"algorithm":[148],"reach":[150],"area":[153],"\u201cfrom-to\u201d":[155],"area,":[157],"finally":[158],"third":[161],"samples":[163],"from":[164],"changed":[166],"unchanged":[168],"involved":[171],"DNN":[174],"(deep":[175],"neural":[176],"network)":[177],"architecture":[178],"mapping.":[185],"Co-registered":[186],"bi-temporal":[187],"images":[189],"taken":[190],"over":[191],"northeastern":[193],"region":[194],"Algiers,":[196],"Algeria,":[197],"between":[198],"1997":[199],"2001":[201],"by":[202,225],"American":[204],"LANDSAT-TM":[205],"satellite":[206],"used":[208],"verify":[210],"effectiveness":[212],"scheme.":[216],"The":[217],"\u201cfrom":[219],"to\u201d":[220],"map":[223],"validated":[224],"means":[226],"spectral":[229],"signature":[230],"analysis":[231],"informative":[234],"on":[235],"pixels":[240],"comparing":[241],"map.":[247]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
