{"id":"https://openalex.org/W3167312524","doi":"https://doi.org/10.1007/s10994-021-06008-4","title":"Weakly supervised change detection using guided anisotropic diffusion","display_name":"Weakly supervised change detection using guided anisotropic diffusion","publication_year":2021,"publication_date":"2021-06-10","ids":{"openalex":"https://openalex.org/W3167312524","doi":"https://doi.org/10.1007/s10994-021-06008-4","mag":"3167312524"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-021-06008-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-021-06008-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-06008-4.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-06008-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059769947","display_name":"Rodrigo Caye Daudt","orcid":"https://orcid.org/0000-0002-4952-9736"},"institutions":[{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I2801658355","display_name":"Office National d'\u00c9tudes et de Recherches A\u00e9rospatiales","ror":"https://ror.org/005y2ap84","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801658355"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]}],"countries":["CH","FR"],"is_corresponding":true,"raw_author_name":"Rodrigo Caye Daudt","raw_affiliation_strings":["ONERA, DTIS, Universit\u00e9 Paris Saclay, F-91123, Palaiseau Cedex, France","Photogrammetry and Remote Sensing, ETH Zurich, Zurich, Switzerland","T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Paris, France","DTIS, ONERA, Universit\u00e9 Paris Saclay [Palaiseau]","Photogrammetry and remote Sensing, Zurich, Switzerland","T\u00e9l\u00e9com Paris"],"raw_orcid":"https://orcid.org/0000-0002-4952-9736","affiliations":[{"raw_affiliation_string":"ONERA, DTIS, Universit\u00e9 Paris Saclay, F-91123, Palaiseau Cedex, France","institution_ids":["https://openalex.org/I277688954"]},{"raw_affiliation_string":"Photogrammetry and Remote Sensing, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Paris, France","institution_ids":["https://openalex.org/I12356871","https://openalex.org/I4210145102"]},{"raw_affiliation_string":"DTIS, ONERA, Universit\u00e9 Paris Saclay [Palaiseau]","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2801658355"]},{"raw_affiliation_string":"Photogrammetry and remote Sensing, Zurich, Switzerland","institution_ids":[]},{"raw_affiliation_string":"T\u00e9l\u00e9com Paris","institution_ids":["https://openalex.org/I12356871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067965505","display_name":"Bertrand Le Saux","orcid":"https://orcid.org/0000-0001-7162-6746"},"institutions":[{"id":"https://openalex.org/I2801994115","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2801994115"]},{"id":"https://openalex.org/I4210165017","display_name":"European Space Research Institute","ror":"https://ror.org/05vt9rv16","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2801994115","https://openalex.org/I4210165017"]}],"countries":["FR","IT"],"is_corresponding":false,"raw_author_name":"Bertrand Le Saux","raw_affiliation_strings":["European Space Agency, ESRIN \u03a6-lab, 00044, Frascati, Rome, Italy","Agence Spatiale Europ\u00e9enne = European Space Agency"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"European Space Agency, ESRIN \u03a6-lab, 00044, Frascati, Rome, Italy","institution_ids":["https://openalex.org/I4210165017"]},{"raw_affiliation_string":"Agence Spatiale Europ\u00e9enne = European Space Agency","institution_ids":["https://openalex.org/I2801994115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065544923","display_name":"Alexandre Boulch","orcid":"https://orcid.org/0000-0002-4196-9665"},"institutions":[{"id":"https://openalex.org/I220619192","display_name":"Valeo (France)","ror":"https://ror.org/04ryqpf83","country_code":"FR","type":"company","lineage":["https://openalex.org/I220619192"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexandre Boulch","raw_affiliation_strings":["valeo.ai, 75008, Paris, France","Valeo.ai"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"valeo.ai, 75008, Paris, France","institution_ids":["https://openalex.org/I220619192"]},{"raw_affiliation_string":"Valeo.ai","institution_ids":["https://openalex.org/I220619192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112497672","display_name":"Yann Gousseau","orcid":null},"institutions":[{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210146074","display_name":"Analyse, G\u00e9om\u00e9trie et Mod\u00e9lisation","ror":"https://ror.org/03qgt2624","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210141950","https://openalex.org/I4210142324","https://openalex.org/I4210146074"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yann Gousseau","raw_affiliation_strings":["T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Paris, France","T\u00e9l\u00e9com Paris","D\u00e9partement Images, Donn\u00e9es, Signal","Image, Mod\u00e9lisation, Analyse, GEom\u00e9trie, Synth\u00e8se"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Paris, France","institution_ids":["https://openalex.org/I12356871","https://openalex.org/I4210145102"]},{"raw_affiliation_string":"T\u00e9l\u00e9com Paris","institution_ids":["https://openalex.org/I12356871"]},{"raw_affiliation_string":"D\u00e9partement Images, Donn\u00e9es, Signal","institution_ids":[]},{"raw_affiliation_string":"Image, Mod\u00e9lisation, Analyse, GEom\u00e9trie, Synth\u00e8se","institution_ids":["https://openalex.org/I4210146074"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5059769947"],"corresponding_institution_ids":["https://openalex.org/I12356871","https://openalex.org/I277688954","https://openalex.org/I2801658355","https://openalex.org/I35440088","https://openalex.org/I4210145102"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.5178,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.84336063,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"112","issue":"6","first_page":"2211","last_page":"2237"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9997000098228455,"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":0.9997000098228455,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9926999807357788,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9897000193595886,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7658892869949341},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7310296893119812},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6942273378372192},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.534970760345459},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5334062576293945},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4736398756504059},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4537333846092224},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.45338308811187744},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4351329803466797},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37984421849250793},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.10561314225196838}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7658892869949341},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7310296893119812},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6942273378372192},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.534970760345459},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5334062576293945},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4736398756504059},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4537333846092224},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.45338308811187744},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4351329803466797},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37984421849250793},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.10561314225196838},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10994-021-06008-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-021-06008-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-06008-4.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2112.15367","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2112.15367","pdf_url":"https://arxiv.org/pdf/2112.15367","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-03575397v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03575397","pdf_url":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning, 2021, &#x27E8;10.1007/s10994-021-06008-4&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":{"id":"doi:10.1007/s10994-021-06008-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-021-06008-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-06008-4.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3167312524.pdf","grobid_xml":"https://content.openalex.org/works/W3167312524.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W40037269","https://openalex.org/W1495267108","https://openalex.org/W1496099826","https://openalex.org/W1522301498","https://openalex.org/W1591052160","https://openalex.org/W1670346950","https://openalex.org/W1836465849","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1921293667","https://openalex.org/W1987869189","https://openalex.org/W2022735534","https://openalex.org/W2036798369","https://openalex.org/W2097645005","https://openalex.org/W2104600947","https://openalex.org/W2112796928","https://openalex.org/W2113290770","https://openalex.org/W2125188192","https://openalex.org/W2150134853","https://openalex.org/W2153388956","https://openalex.org/W2154451793","https://openalex.org/W2157026765","https://openalex.org/W2159901481","https://openalex.org/W2160451035","https://openalex.org/W2161236525","https://openalex.org/W2167460663","https://openalex.org/W2172162418","https://openalex.org/W2194775991","https://openalex.org/W2295107390","https://openalex.org/W2312198368","https://openalex.org/W2317688867","https://openalex.org/W2464416094","https://openalex.org/W2552414813","https://openalex.org/W2609402060","https://openalex.org/W2611775752","https://openalex.org/W2618574054","https://openalex.org/W2738855634","https://openalex.org/W2739310573","https://openalex.org/W2751993439","https://openalex.org/W2891222095","https://openalex.org/W2891248708","https://openalex.org/W2895975145","https://openalex.org/W2896365540","https://openalex.org/W2899771611","https://openalex.org/W2910587630","https://openalex.org/W2919115771","https://openalex.org/W2949117887","https://openalex.org/W2952793010","https://openalex.org/W2962758679","https://openalex.org/W2963512387","https://openalex.org/W2963881378","https://openalex.org/W2963995737","https://openalex.org/W2966542792","https://openalex.org/W2985038106","https://openalex.org/W3017051070","https://openalex.org/W3017092406","https://openalex.org/W3036616251","https://openalex.org/W3038969042","https://openalex.org/W3131142666","https://openalex.org/W3131264965","https://openalex.org/W4241716071","https://openalex.org/W4244324388","https://openalex.org/W4245705733","https://openalex.org/W4287814820","https://openalex.org/W4308909683","https://openalex.org/W6677082149","https://openalex.org/W6737985840","https://openalex.org/W6756040250"],"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/W2073313993"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3}],"updated_date":"2026-06-03T09:05:47.796612","created_date":"2021-06-22T00:00:00"}
