Service interruption on Monday 11 July from 12:30 to 13:00: all the sites of the CCSD (HAL, Epiciences, SciencesConf, AureHAL) will be inaccessible (network hardware connection).
Skip to Main content
Skip to Navigation
Toggle navigation
Sign in
Sign in
Sign in with ORCID
se connecter avec Fédération
Create account
Forgot your password?
Have you forgotten your login?
fr
en
Equipe Image, Modélisation, Analyse, GEométrie, Synthèse collection
Homepage
Browse by search
Overview
Homepage HAL Télécom Paris
Homepage
Latest publications
Nicolas Nadisic, Nicolas Gillis, Christophe Kervazo. Smoothed Separable Nonnegative Matrix Factorization. 2022. ⟨hal-03701535⟩
Christophe Kervazo, Saïd Ladjal. Extraction des positions continues des cibles dans les signaux RSO. 2022. ⟨hal-03702123⟩
Rebeca Vétil, Alexandre Bône, Marie-Pierre Vullierme, Marc-Michel Rohé, Pietro Gori, et al.. Improving The Automatic Segmentation Of Elongated Organs Using Geometrical Priors. IEEE International Symposium on Biomedical Imaging (ISBI 2022 ), Mar 2022, Kolkata, India. ⟨hal-03628860⟩
Matthis Maillard, Anton François, Joan Glaunès, Isabelle Bloch, Pietro Gori. A Deep Residual Learning Implementation of Metamorphosis. IEEE ISBI 2022, Mar 2022, Kolkata, India. ⟨hal-03552709⟩
Emanuele Dalsasso. Deep learning for SAR imagery : from denoising to scene understanding. Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT008⟩. ⟨tel-03666646⟩
Arthur Ouaknine. Deep learning for radar data exploitation of autonomous vehicle. Computer Vision and Pattern Recognition [cs.CV]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT007⟩. ⟨tel-03606384⟩
Charles-Alban A Deledalle, Loïc Denis, Florence Tupin. Speckle reduction in matrix-log domain for synthetic aperture radar imaging. Journal of Mathematical Imaging and Vision, Springer Verlag, 2022, 64, pp.298-320. ⟨10.1007/s10851-022-01067-1⟩. ⟨ujm-03275572⟩
Emanuele Dalsasso, Loïc Denis, Max Muzeau, Florence Tupin. Self-supervised training strategies for SAR image despeckling with deep neural networks. 2022. ⟨hal-03589245⟩
Robin Kips, Panagiotis-Alexandros Bokaris, Matthieu Perrot, Pietro Gori, Isabelle Bloch. Hair Color Digitization through Imaging and Deep Inverse Graphics. Electronic Imaging (EI), Jan 2022, Virtual, France. ⟨hal-03561209⟩
Nicolas Gasnier. Use of multi-temporal and multi-sensor data for continental water body extraction in the context of the SWOT mission. Image Processing [eess.IV]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT002⟩. ⟨tel-03578831⟩
Emanuele Dalsasso, Loïc Denis, Florence Tupin. As if by magic: self-supervised training of deep despeckling networks with MERLIN. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2022, 60. ⟨ujm-03270455v2⟩
Benoit Dufumier, Pietro Gori, Julie Victor, Antoine Grigis, Edouard Duchesnay. Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels. Med-NeurIPS - Workshop NeurIPS, Dec 2021, Vancouver, Canada. ⟨hal-03523114⟩
Arthur Ouaknine, Alasdair Newson, Patrick Pérez, Florence Tupin, Julien Rebut. Multi-View Radar Semantic Segmentation. International Conference on Computer Vision (ICCV) 2021, Oct 2021, Montreal (virtual), Canada. ⟨hal-03324900⟩
Benoit Dufumier, Pietro Gori, Julie Victor, Antoine Grigis, Michel Wessa, et al.. Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification. MICCAI, Sep 2021, Strasbourg (virtuel), France. ⟨hal-03262256⟩
Robin Louiset, Pietro Gori, Benoit Dufumier, Josselin Houenou, Antoine Grigis, et al.. UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning. ECML/PKDD, Sep 2021, Bilbao, Spain. ⟨hal-03277176⟩
Anton François, Pietro Gori, Joan Glaunès. Metamorphic image registration using a semi-Lagrangian scheme. GSI2021 - Geometric Science of Information, Jul 2021, Paris, France. ⟨hal-03225754⟩
Loïc Denis, Emanuele Dalsasso, Florence Tupin. A review of deep-learning techniques for SAR image restoration. IGARSS 2021, Jul 2021, Bruxelles (virtual), Belgium. ⟨ujm-03123042⟩
Alban Gauthier, Jean-Marc Thiery, Tamy Boubekeur. MatMorpher: A Morphing Operator for SVBRDFs. Eurographics Symposium on Rendering, Jun 2021, Saarbrücken, France. ⟨hal-03356509⟩
Robin Kips, Ruowei Jiang, Sileye Ba, Edmund Phung, Parham Aarabi, et al.. Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example. CVPR Workshop Computer Vision for Fashion Art and Design, Jun 2021, Nashville (Virtual), United States. ⟨hal-03261346⟩
Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, yann Gousseau. Weakly supervised change detection using guided anisotropic diffusion. Machine Learning, Springer Verlag, 2021, ⟨10.1007/s10994-021-06008-4⟩. ⟨hal-03575397⟩
Raphaël Achddou, J. Matias Di Martino, Guillermo Sapiro. Nested Learning for Multi-Level Classification. ICASSP, Jun 2021, Toronto (virtuel), Canada. ⟨hal-03177336⟩
Vincent Couteaux. Apprentissage profond pour la segmentation et la détection automatique en imagerie multi-modale : application à l'oncologie hépatique. Imagerie médicale. Institut Polytechnique de Paris, 2021. Français. ⟨NNT : 2021IPPAT009⟩. ⟨tel-03286740⟩
Raphaël Achddou, yann Gousseau, Saïd Ladjal. Synthetic images as a regularity prior for image restoration neural networks. Eighth International Conference on Scale Space and Variational Methods in Computer Vision (SSVM)., May 2021, Cabourg (virtuel), France. ⟨hal-03186499⟩
Antoine Pirovano. Computer-aided diagnosis methods for cervical cancer screening on liquid-based Pap smears using convolutional neural networks : design, optimization and interpretability. Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT011⟩. ⟨tel-03335365⟩
Giammarco La Barbera, Pietro Gori, Haithem Boussaid, Bruno Belucci, Alessandro Delmonte, et al.. Automatic size and pose homogenization with Spatial Transformer Network to improve and accelerate pediatric segmentation. ISBI 2021 - IEEE International Symposium on Biomedical Imaging, Apr 2021, Nice, France. pp.1773-1776, ⟨10.1109/ISBI48211.2021.9434090⟩. ⟨hal-03131980⟩
Nicolas Gonthier. Transfer learning of convolutional neural networks for texture synthesis and visual recognition in artistic images. Computer Vision and Pattern Recognition [cs.CV]. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASG024⟩. ⟨tel-03227373⟩
Clément Rambour, Loïc Denis, Florence Tupin. 3D Buildings Reconstruction with SAR Tomography Guided by Partial Footprints Information. EUSAR 2021, Mar 2021, VIRTUEL, Germany. ⟨hal-03244795⟩
Emanuele Dalsasso, Loïc Denis, Florence Tupin. How to handle spatial correlations in SAR despeckling? Resampling strategies and deep learning approaches. EUSAR 2021: 13th European Conference on Synthetic Aperture Radar, Mar 2021, Leipzig (virtual), Germany. pp.1-6. ⟨hal-02538046v2⟩
Nicolas Gasnier, Loïc Denis, Florence Tupin. Generalized Likelihood Ratio Tests for Linear Structure Detection in SAR Images. EUSAR 2021: 13th European Conference on Synthetic Aperture Radar, Mar 2021, Leipzig (virtual), Germany. ⟨hal-03095246⟩
Arthur Ouaknine, Alasdair Newson, Julien Rebut, Florence Tupin, Patrick Perez. CARRADA Dataset: Camera and Automotive Radar with Range-Angle-Doppler Annotations. 2020 25th International Conference on Pattern Recognition (ICPR), Jan 2021, Milan (virtual), Italy. ⟨10.1109/icpr48806.2021.9413181⟩. ⟨hal-03324378⟩
