{"id":118,"date":"2018-04-23T20:18:54","date_gmt":"2018-04-23T18:18:54","guid":{"rendered":"https:\/\/project.inria.fr\/epitome\/?page_id=118"},"modified":"2020-09-07T10:29:06","modified_gmt":"2020-09-07T08:29:06","slug":"publications","status":"publish","type":"page","link":"https:\/\/project.inria.fr\/epitome\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"

<\/p>\n

\n\"teaser\"<\/p>\n
Regularized Building Segmentation by Frame Field Learning<\/strong>
\nNicolas Girard<\/a>, Dmitriy Smirnov<\/a>, Justin Solomon<\/a>, Yuliya Tarabalka<\/a>
\nIEEE International Geoscience and Remote Sensing Symposium (IGARSS)<\/em>, Waikoloa, Hawaii, 2020
\n[video<\/a>, paper<\/a> (extended version), bibtex<\/a>, code<\/a>]<\/div>\n<\/div>\n
\n\"teaser\"<\/p>\n
Noisy Supervision for Correcting Misaligned Cadaster Maps Without Perfect Ground Truth Data<\/strong>
\nNicolas Girard<\/a>, Guillaume Charpiat<\/a>, Yuliya Tarabalka<\/a>
\nIEEE International Geoscience and Remote Sensing Symposium (IGARSS)<\/em>, Yokohama, Japan, 2019
\n[paper<\/a>, bibtex<\/a>, code<\/a>]<\/div>\n<\/div>\n
\n\"teaser\"<\/p>\n
Continual Learning for Dense Labeling of Satellite Images<\/strong>
\nOnur Tasar<\/a>, Yuliya Tarabalka<\/a>, Pierre Alliez<\/a>
\nIEEE International Geoscience and Remote Sensing Symposium (IGARSS)<\/em>, Yokohama, Japan, 2019
\n[paper<\/a>, bibtex<\/a>]<\/div>\n<\/div>\n
\n\"teaser\"<\/p>\n
Multi-Task Deep Learning for Satellite Image Pansharpening and Segmentation<\/strong>
\nAndrew Khalel, Onur Tasar<\/a>, Guillaume Charpiat<\/a>, Yuliya Tarabalka<\/a>
\nIEEE International Geoscience and Remote Sensing Symposium (IGARSS)<\/em>, Yokohama, Japan, 2019
\n[paper<\/a>, bibtex<\/a>]<\/div>\n<\/div>\n
\n\"teaser\"<\/p>\n
Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data<\/strong>
\nOnur Tasar<\/a>, Yuliya Tarabalka<\/a>, Pierre Alliez<\/a>
\narXiV<\/em>, 2018
\n[paper<\/a>, bibtex<\/a>, code<\/a>]<\/div>\n<\/div>\n
\n\"teaser\"<\/p>\n
Aligning and Updating Cadaster Maps with Aerial Images by Multi-Task, Multi-Resolution Deep Learning<\/strong>
\nNicolas Girard<\/a>, Guillaume Charpiat<\/a>, Yuliya Tarabalka<\/a>
\nThe Asian Conference on Computer Vision (ACCV)<\/em>, Perth, Australia, 2018
\n[paper<\/a>, supplementary materials<\/a>, bibtex<\/a>, code<\/a>]<\/div>\n<\/div>\n
\n\"teaser\"<\/p>\n
Multimodal image alignment through a multiscale chain of neural networks with application to remote sensing<\/strong>
\nArmand Zampieri<\/a>, Guillaume Charpiat<\/a>, Nicolas Girard<\/a>, Yuliya Tarabalka<\/a>
\nThe European Conference on Computer Vision (ECCV)<\/em>, Munich, Germany, 2018
\n[paper<\/a>, bibtex<\/a>]<\/div>\n<\/div>\n
\n\"teaser\"<\/p>\n
End-to-End Learning of Polygons for Remote Sensing Image Classification<\/strong>
\nNicolas Girard<\/a>, Yuliya Tarabalka<\/a>
\nIEEE International Geoscience and Remote Sensing Symposium (IGARSS)<\/em>, Valencia, Spain, 2018
\n[paper<\/a>, bibtex<\/a>, code<\/a>]<\/div>\n<\/div>\n
\n\"teaser\"<\/p>\n
Polygonization of Binary Classification Maps Using Mesh Approximation With Right Angle Regularity<\/strong>
\nOnur Tasar<\/a>, Emmanuel Maggiori, Pierre Alliez<\/a>, Yuliya Tarabalka<\/a>
\nIEEE International Geoscience and Remote Sensing Symposium (IGARSS)<\/em>, Valencia, Spain, 2018
\n[paper<\/a>, bibtex<\/a>]<\/div>\n<\/div>\n
\n\"teaser\"<\/p>\n
Large-scale Semantic Classification: Outcome of the First Year of Inria Aerial Image Labeling Benchmark<\/strong>
\nBohao Huang, Kangkang Lu, Nicolas Audebert, Andrew Khalel, Yuliya Tarabalka<\/a>, Jordan Malof, Alexandre Boulch,
\nBertrand Le Saux, Leslie Collins, Kyle Bradbury, S\u00e9bastien Lef\u00e8vre, Motaz El-Saban
\nIEEE International Geoscience and Remote Sensing Symposium (IGARSS)<\/em>, Valencia, Spain, 2018
\n[paper<\/a>, bibtex<\/a>]<\/div>\n<\/div>\n
\n\"teaser\"<\/p>\n
Coarse to fine non-rigid registration: a chain of scale-specific neural networks
\nfor multimodal image alignment with application to remote sensing<\/strong>
\nArmand Zampieri<\/a>, Guillaume Charpiat<\/a>, Yuliya Tarabalka<\/a>
\nArXiv, 2018
\n[paper<\/a>, bibtex<\/a>]
\n<\/em><\/div>\n<\/div>\n

<\/p>","protected":false},"excerpt":{"rendered":"

Regularized Building Segmentation by Frame Field Learning Nicolas Girard, Dmitriy Smirnov, Justin Solomon, Yuliya Tarabalka IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Waikoloa, Hawaii, 2020 [video, paper (extended version), bibtex, code] Noisy Supervision for Correcting Misaligned Cadaster Maps Without Perfect Ground Truth Data Nicolas Girard, Guillaume Charpiat, Yuliya Tarabalka\u2026<\/p>\n

Continue reading<\/span><\/i><\/a> <\/p>\n","protected":false},"author":1324,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-118","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/project.inria.fr\/epitome\/wp-json\/wp\/v2\/pages\/118","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/project.inria.fr\/epitome\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/project.inria.fr\/epitome\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/epitome\/wp-json\/wp\/v2\/users\/1324"}],"replies":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/epitome\/wp-json\/wp\/v2\/comments?post=118"}],"version-history":[{"count":66,"href":"https:\/\/project.inria.fr\/epitome\/wp-json\/wp\/v2\/pages\/118\/revisions"}],"predecessor-version":[{"id":350,"href":"https:\/\/project.inria.fr\/epitome\/wp-json\/wp\/v2\/pages\/118\/revisions\/350"}],"wp:attachment":[{"href":"https:\/\/project.inria.fr\/epitome\/wp-json\/wp\/v2\/media?parent=118"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}