Search Results - "Bralet, Antoine"

ISSLIDE: A new InSAR dataset for Slow SLIding area DEtection with machine learning by Bralet, Antoine, Trouve, Emmanuel, Chanussot, Jocelyn, Atto, Abdourrahmane M.

“…Due to the high data demand of machine learning algorithms, multiple datasets are emerging in remote sensing. But these datasets are costly and time consuming…”
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Local Surf-Based Keypoint Transfer Segmentation by Bralet, Antoine, Kechichian, Razmig, Valette, Sebastien

“…This paper presents an improvement of the keypoint transfer method for the segmentation of 3D medical images. Our approach is based on 3D SURF keypoint…”
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Deep Learning of Radiometrical and Geometrical Sar Distorsions for Image Modality translations by Bralet, Antoine, Atto, Abdourrahmane M., Chanussot, Jocelyn, TrouvE, Emmanuel

“…Multimodal approaches for Earth Observations suffer from both the lack of interpretability of SAR images and the high sensitivity to meteorological conditions…”
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DEM-Assisted Neural Network for SAR-to-Optical Image Translation by Bralet, Antoine, Ngo, Trong Nghia, Trouve, Emmanuel, Chanussot, Jocelyn, Atto, Abdourrahmane M.

“…SAR-to-optical remote sensing translator neural networks are mostly trained on flat areas, avoiding SAR geometrical distortion issues in steeply sloped areas…”
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