{"id":"https://openalex.org/W4391759698","doi":"https://doi.org/10.1109/lgrs.2024.3365299","title":"ISSLIDE: A New InSAR Dataset for Slow SLIding Area DEtection With Machine Learning","display_name":"ISSLIDE: A New InSAR Dataset for Slow SLIding Area DEtection With Machine Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391759698","doi":"https://doi.org/10.1109/lgrs.2024.3365299"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2024.3365299","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3365299","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04482461/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077289683","display_name":"Antoine Bralet","orcid":"https://orcid.org/0000-0002-9454-3115"},"institutions":[{"id":"https://openalex.org/I70900168","display_name":"Universit\u00e9 Savoie Mont Blanc","ror":"https://ror.org/04gqg1a07","country_code":"FR","type":"education","lineage":["https://openalex.org/I70900168"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Antoine Bralet","raw_affiliation_strings":["LISTIC, Université Savoie Mont Blanc, Annecy, France"],"affiliations":[{"raw_affiliation_string":"LISTIC, Université Savoie Mont Blanc, Annecy, France","institution_ids":["https://openalex.org/I70900168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038150489","display_name":"Emmanu\u00ebl Trouv\u00e9","orcid":"https://orcid.org/0000-0003-2140-3303"},"institutions":[{"id":"https://openalex.org/I70900168","display_name":"Universit\u00e9 Savoie Mont Blanc","ror":"https://ror.org/04gqg1a07","country_code":"FR","type":"education","lineage":["https://openalex.org/I70900168"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emmanuel Trouv\u00e9","raw_affiliation_strings":["LISTIC, Université Savoie Mont Blanc, Annecy, France"],"affiliations":[{"raw_affiliation_string":"LISTIC, Université Savoie Mont Blanc, Annecy, France","institution_ids":["https://openalex.org/I70900168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106124934","display_name":"Jocelyn Chanussot","orcid":"https://orcid.org/0000-0003-4817-2875"},"institutions":[{"id":"https://openalex.org/I4210149092","display_name":"Laboratoire Jean Kuntzmann","ror":"https://ror.org/04ett5b41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210149092","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210101348","display_name":"Centre Inria de l'Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/00n8d6z93","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210101348"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jocelyn Chanussot","raw_affiliation_strings":["Inria, CNRS, LJK Grenoble INP, University Grenoble Alpes, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Inria, CNRS, LJK Grenoble INP, University Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I4210101348","https://openalex.org/I4210149092","https://openalex.org/I1294671590","https://openalex.org/I106785703","https://openalex.org/I899635006"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040760837","display_name":"Abdourrahmane M. Atto","orcid":"https://orcid.org/0000-0003-1753-4917"},"institutions":[{"id":"https://openalex.org/I70900168","display_name":"Universit\u00e9 Savoie Mont Blanc","ror":"https://ror.org/04gqg1a07","country_code":"FR","type":"education","lineage":["https://openalex.org/I70900168"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Abdourrahmane M. Atto","raw_affiliation_strings":["LISTIC, Université Savoie Mont Blanc, Annecy, France"],"affiliations":[{"raw_affiliation_string":"LISTIC, Université Savoie Mont Blanc, Annecy, France","institution_ids":["https://openalex.org/I70900168"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077289683"],"corresponding_institution_ids":["https://openalex.org/I70900168"],"apc_list":null,"apc_paid":null,"fwci":2.2181,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87379778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"21","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.9952999949455261,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.806292712688446},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6399650573730469},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5378690361976624},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5116494297981262},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.4802672863006592},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4563785493373871},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.4156915545463562}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.806292712688446},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6399650573730469},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5378690361976624},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5116494297981262},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.4802672863006592},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4563785493373871},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.4156915545463562},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lgrs.2024.3365299","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3365299","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04482461v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04482461","pdf_url":"https://hal.science/hal-04482461/document","source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters, 2024, 21, pp.1-5. ⟨10.1109/LGRS.2024.3365299⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04482461v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04482461","pdf_url":"https://hal.science/hal-04482461/document","source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters, 2024, 21, pp.1-5. ⟨10.1109/LGRS.2024.3365299⟩","raw_type":"Journal articles"},"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320326245","display_name":"R\u00e9gion Auvergne-Rh\u00f4ne-Alpes","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391759698.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2084744129","https://openalex.org/W2194775991","https://openalex.org/W2510369113","https://openalex.org/W2531409750","https://openalex.org/W2630837129","https://openalex.org/W2906848991","https://openalex.org/W2973660294","https://openalex.org/W2974668955","https://openalex.org/W3016947168","https://openalex.org/W3017092406","https://openalex.org/W3037578234","https://openalex.org/W3049588019","https://openalex.org/W3138408376","https://openalex.org/W3165730205","https://openalex.org/W3199037599","https://openalex.org/W4220917101","https://openalex.org/W4285302539","https://openalex.org/W4285388584","https://openalex.org/W4292794832","https://openalex.org/W4293004202","https://openalex.org/W4296437332","https://openalex.org/W4308237190","https://openalex.org/W4308535788","https://openalex.org/W4313128715","https://openalex.org/W6739696289","https://openalex.org/W6766195037"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W2731899572","https://openalex.org/W4230611425","https://openalex.org/W4294635752","https://openalex.org/W4304166257","https://openalex.org/W4383066092","https://openalex.org/W3215138031","https://openalex.org/W2973880684","https://openalex.org/W4380075502"],"abstract_inverted_index":{"Due":[0],"to":[1,25,111,130],"the":[2,94,119,126],"high":[3],"data":[4],"demand":[5],"of":[6,45,80,84,96,121],"machine":[7,74,131],"learning":[8,75,102,132],"algorithms,":[9],"multiple":[10],"datasets":[11,19,47],"are":[12,20,43,109],"emerging":[13],"in":[14],"remote":[15],"sensing.":[16],"But":[17],"these":[18],"costly":[21],"and":[22,53,106,133],"time":[23],"consuming":[24],"annotate":[26],"especially":[27],"for":[28,67,115],"change":[29],"detection":[30],"or":[31],"natural":[32],"phenomena":[33],"monitoring.":[34],"In":[35,57],"particular,":[36],"early":[37],"warning":[38],"systems":[39],"on":[40],"slow-moving":[41],"disasters":[42],"lacking":[44],"training":[46],"as":[48,113],"they":[49],"require":[50],"both":[51],"geomorphological":[52],"SAR":[54],"interferometry":[55],"expertise.":[56],"this":[58,124],"paper,":[59],"(i)":[60],"we":[61],"propose":[62],"a":[63],"novel":[64],"InSAR":[65],"dataset":[66,128],"Slow":[68],"SLIding":[69],"area":[70,137],"DEtection":[71],"(ISSLIDE)":[72],"with":[73,99],"algorithms.":[76],"The":[77],"latter":[78],"consists":[79],"manually":[81],"annotated":[82],"patches":[83],"generated":[85],"interferograms":[86,98],"over":[87],"slow":[88,135],"moving":[89],"areas.":[90],"(ii)":[91],"We":[92],"implement":[93],"segmentation":[95],"ISSLIDE":[97],"classical":[100],"deep":[101],"approaches.":[103],"FCN,":[104],"DeepLabV3":[105],"U-Net-like":[107],"architectures":[108],"explored":[110],"serve":[112],"baseline":[114],"future":[116],"works.":[117],"To":[118],"best":[120],"our":[122],"knowledge,":[123],"is":[125],"first":[127],"adapted":[129],"targeting":[134],"sliding":[136],"detection.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}