{"id":"https://openalex.org/W4387828919","doi":"https://doi.org/10.1109/igarss52108.2023.10283212","title":"Deep-Net Inversion for Frugal Satellite Image Change Detection","display_name":"Deep-Net Inversion for Frugal Satellite Image Change Detection","publication_year":2023,"publication_date":"2023-07-16","ids":{"openalex":"https://openalex.org/W4387828919","doi":"https://doi.org/10.1109/igarss52108.2023.10283212"},"language":"en","primary_location":{"id":"doi:10.1109/igarss52108.2023.10283212","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss52108.2023.10283212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04274278/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029896607","display_name":"Hichem Sahbi","orcid":"https://orcid.org/0000-0001-6813-9146"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]},{"id":"https://openalex.org/I51101395","display_name":"Universit\u00e9 Paris 1 Panth\u00e9on-Sorbonne","ror":"https://ror.org/002t25c44","country_code":"FR","type":"education","lineage":["https://openalex.org/I51101395"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hichem Sahbi","raw_affiliation_strings":["Sorbonne University, CNRS, LIP6,Paris,France","Sorbonne University, CNRS, LIP6, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne University, CNRS, LIP6,Paris,France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I51101395","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Sorbonne University, CNRS, LIP6, Paris, France","institution_ids":["https://openalex.org/I4210159731","https://openalex.org/I1294671590","https://openalex.org/I39804081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052932586","display_name":"S\u00e9bastien Deschamps","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]},{"id":"https://openalex.org/I51101395","display_name":"Universit\u00e9 Paris 1 Panth\u00e9on-Sorbonne","ror":"https://ror.org/002t25c44","country_code":"FR","type":"education","lineage":["https://openalex.org/I51101395"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sebastien Deschamps","raw_affiliation_strings":["Sorbonne University, CNRS, LIP6,Paris,France","Sorbonne University, CNRS, LIP6, Paris, France","Theresis Thales, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne University, CNRS, LIP6,Paris,France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I51101395","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Sorbonne University, CNRS, LIP6, Paris, France","institution_ids":["https://openalex.org/I4210159731","https://openalex.org/I1294671590","https://openalex.org/I39804081"]},{"raw_affiliation_string":"Theresis Thales, France","institution_ids":["https://openalex.org/I4210140930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18837133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"45","issue":null,"first_page":"6470","last_page":"6473"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12983","display_name":"Satellite Image Processing and Photogrammetry","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"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/T12983","display_name":"Satellite Image Processing and Photogrammetry","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9731000065803528,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9722999930381775,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.6001958847045898},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5617008805274963},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.540941596031189},{"id":"https://openalex.org/keywords/satellite-image","display_name":"Satellite image","score":0.5259820818901062},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.516363263130188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45476749539375305},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.4529440104961395},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.45068636536598206},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.4148902893066406},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40786880254745483},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.10615628957748413},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08587482571601868},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.08091408014297485}],"concepts":[{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.6001958847045898},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5617008805274963},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.540941596031189},{"id":"https://openalex.org/C2985301230","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite image","level":3,"score":0.5259820818901062},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.516363263130188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45476749539375305},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.4529440104961395},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.45068636536598206},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4148902893066406},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40786880254745483},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.10615628957748413},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08587482571601868},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.08091408014297485},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss52108.2023.10283212","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss52108.2023.10283212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04274278v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04274278","pdf_url":"https://hal.science/hal-04274278/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2023, Pasadena, United States. pp.6470 - 6473, &#x27E8;10.1109/IGARSS52108.2023.10283212&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04274278v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04274278","pdf_url":"https://hal.science/hal-04274278/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2023, Pasadena, United States. pp.6470 - 6473, &#x27E8;10.1109/IGARSS52108.2023.10283212&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"score":0.8399999737739563,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387828919.pdf"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1872312298","https://openalex.org/W1967856816","https://openalex.org/W1973453805","https://openalex.org/W1979061792","https://openalex.org/W1998595580","https://openalex.org/W2011572981","https://openalex.org/W2032098896","https://openalex.org/W2035976912","https://openalex.org/W2053935296","https://openalex.org/W2069797086","https://openalex.org/W2085283969","https://openalex.org/W2110910681","https://openalex.org/W2112970943","https://openalex.org/W2134969826","https://openalex.org/W2135228726","https://openalex.org/W2151596305","https://openalex.org/W2169966850","https://openalex.org/W2170140722","https://openalex.org/W2325423161","https://openalex.org/W2395459784","https://openalex.org/W2591766052","https://openalex.org/W2594994471","https://openalex.org/W2608434950","https://openalex.org/W2765811365","https://openalex.org/W2769171608","https://openalex.org/W2785494456","https://openalex.org/W2913939497","https://openalex.org/W3162714114","https://openalex.org/W3205399292","https://openalex.org/W4298132949","https://openalex.org/W4311446472","https://openalex.org/W6643595553","https://openalex.org/W6658207293","https://openalex.org/W6682291466","https://openalex.org/W6747944915"],"related_works":["https://openalex.org/W2568858292","https://openalex.org/W1515964938","https://openalex.org/W2389381914","https://openalex.org/W2376528221","https://openalex.org/W196800607","https://openalex.org/W2359428812","https://openalex.org/W3181296946","https://openalex.org/W2015705630","https://openalex.org/W2355368334","https://openalex.org/W2386984706"],"abstract_inverted_index":{"Change":[0],"detection":[1,45,70],"in":[2,12,124,164],"satellite":[3],"imagery":[4],"seeks":[5],"to":[6,29,50,56,105,111,157],"find":[7],"occurrences":[8],"of":[9,59,94,101,143,161,168,175],"targeted":[10],"changes":[11,95],"a":[13,65,81,98,125,158],"given":[14],"scene":[15],"taken":[16],"at":[17],"different":[18],"instants.":[19],"This":[20],"task":[21],"has":[22],"several":[23],"applications":[24],"ranging":[25],"from":[26],"land-cover":[27],"mapping,":[28],"anthropogenic":[30],"activity":[31],"monitory":[32],"as":[33,35,106],"well":[34],"climate":[36],"change":[37,44,69],"and":[38,54,109,136,154],"natural":[39],"hazard":[40],"damage":[41],"assessment.":[42],"However,":[43],"is":[46,78],"highly":[47],"challenging":[48],"due":[49],"the":[51,57,92,132,144,151,165,173,181],"acquisition":[52],"conditions":[53],"also":[55],"subjectivity":[58],"changes.In":[60],"this":[61,155],"paper,":[62],"we":[63],"devise":[64],"novel":[66,126],"algorithm":[67],"for":[68],"based":[71,79],"on":[72,80,97],"active":[73,169],"learning.":[74,170],"The":[75,120],"proposed":[76,177],"method":[77],"question":[82],"&":[83],"answer":[84],"model":[85,128],"that":[86,129,147],"probes":[87],"an":[88],"oracle":[89],"(user)":[90],"about":[91],"relevance":[93],"only":[96],"small":[99],"set":[100],"critical":[102],"images":[103],"(referred":[104],"virtual":[107,138],"exemplars),":[108],"according":[110],"oracle\u2019s":[112],"responses":[113],"updates":[114],"deep":[115],"neural":[116],"network":[117],"(DNN)":[118],"classifiers.":[119],"main":[121],"contribution":[122],"resides":[123],"adversarial":[127],"allows":[130],"learning":[131],"most":[133],"representative,":[134],"diverse":[135],"uncertain":[137],"exemplars":[139],"(as":[140],"inverted":[141],"preimages":[142],"trained":[145,152],"DNNs)":[146],"challenge":[148],"(the":[149],"most)":[150],"DNNs,":[153],"leads":[156],"better":[159],"re-estimate":[160],"these":[162],"networks":[163],"subsequent":[166],"iterations":[167],"Experiments":[171],"show":[172],"out-performance":[174],"our":[176],"deep-net":[178],"inversion":[179],"against":[180],"related":[182],"work.":[183]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
