Raphaël Achddou, Yann Gousseau, Saïd Ladjal. Fully synthetic training for image restoration tasks. 2023. ⟨hal-03940525⟩

Alban Gauthier. Morphing and level-of-detail operators for interactive digital material design and rendering. Image Processing [eess.IV]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT036⟩. ⟨tel-03938584⟩

Giammarco La Barbera. Learning anatomical digital twins in pediatric 3D imaging for renal cancer surgery. Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT040⟩. ⟨tel-03911159⟩

Giammarco La Barbera, Haithem Boussaid, Francesco Maso, Sabine Sarnacki, Laurence Rouet, et al.. Anatomically constrained CT image translation for heterogeneous blood vessel segmentation. BMVC 2022 - The 33rd British Machine Vision Conference, Nov 2022, London, United Kingdom. ⟨hal-03797472⟩

Nicolas Cherel, Andrés Almansa, Yann Gousseau, Alasdair Newson. A Patch-Based Algorithm for Diverse and High Fidelity Single Image Generation. 29th IEEE International Conference on Image Processing (ICIP) 2022, Oct 2022, Bordeaux, France. ⟨hal-03822204⟩

Mateus Riva, Pietro Gori, Florian Yger, Isabelle Bloch. IS THE U-NET DIRECTIONAL-RELATIONSHIP AWARE?. International Conference on Image Processing, Oct 2022, Bordeaux, France. ⟨hal-03715361⟩

Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence d'Alché-Buc, et al.. Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach. 2022. ⟨hal-03807104⟩

Rebeca Vétil, Clément Abi Nader, Alexandre Bône, Marie-Pierre Vullierme, Marc-Michel Rohé, et al.. Learning shape distributions from large databases of healthy organs: applications to zero-shot and few-shot abnormal pancreas detection. Medical Image Computing and Computer Assisted Interventions, Sep 2022, Singapore, Singapore. pp.464-473, ⟨10.1007/978-3-031-16434-7_45⟩. ⟨hal-03800705⟩

Emanuele Dalsasso, Loïc Denis, Florence Tupin. Apprentissage autosupervisé pour le despeckling d'images SAR avec MERLIN : application aux images Sentinel-1 Stripmap. GRETSI 2022 (Groupe de Recherche et d'Etudes de Traitement du Signal et des Images), Sep 2022, Nancy, France. ⟨hal-03781619⟩

Pierrick Chatillon, Yann Gousseau, Sidonie Lefebvre. Apprentissage mono-image contraint pour la super-résolution. GRETSI 2022, Sep 2022, Nancy, France. ⟨hal-03837041⟩

Inès Meraoumia, Emanuele Dalsasso, Loïc Denis, Florence Tupin. Débruitage multi-temporel d'images radar à synthèse d'ouverture par apprentissage profond auto-supervisé. GRETSI 2022, Sep 2022, Nancy, France. ⟨hal-03806566⟩

Pierrick Chatillon, Yann Gousseau, Sidonie Lefebvre. A statistically constrained internal method for single image super-resolution. International Conference on Pattern Recognition, IAPR, Aug 2022, Montréal, Canada. ⟨hal-03766523⟩

Emanuele Dalsasso, Loïc Denis, Max Muzeau, Florence Tupin. Self-supervised training strategies for SAR image despeckling with deep neural networks. 14th European Conference on Synthetic Aperture Radar (EUSAR), Jul 2022, Leipzig, Germany. ⟨hal-03589245v2⟩

Élie Michel. Interactive authoring of 3D shapes represented as programs. Image Processing [eess.IV]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT027⟩. ⟨tel-03783743⟩

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⟩

Chi-Hieu Pham, Saïd Ladjal, Alasdair Newson. PCA-AE: Principal Component Analysis Autoencoder for Organising the Latent Space of Generative Networks. Journal of Mathematical Imaging and Vision, 2022, 64 (5), pp.569-585. ⟨10.1007/s10851-022-01077-z⟩. ⟨hal-03713275⟩

Robin Kips. Neural rendering for improved cosmetics virtual try-on. Computer Vision and Pattern Recognition [cs.CV]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT011⟩. ⟨tel-03818516⟩

Xu Yao. Latent representations for facial images and video editing. Computer Vision and Pattern Recognition [cs.CV]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT019⟩. ⟨tel-03788218⟩

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⟩

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⟩

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, 2022, 64, pp.298-320. ⟨10.1007/s10851-022-01067-1⟩. ⟨ujm-03275572⟩

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⟩

Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch. One Versus all for deep Neural Network Incertitude (OVNNI) quantification. IEEE Access, 2022. ⟨hal-03097063⟩

Nicolas Gasnier, Loïc Denis, Roger Fjørtoft, Frédéric Liege, Florence Tupin. LAKE DETECTION WITH SENTINEL-1 DATA USING A GRAB-CUT METHOD AND ITS MULTI-TEMPORAL EXTENSION. IGARSS, 2022, Kuala Lumpur, Malaysia. ⟨hal-03756052⟩

Isabelle Bloch, Jérôme Euzenat, Jérôme Lang, François Schwarzentruber. Introduction. 2022, pp.193-199. ⟨10.5802/roia.28fr⟩. ⟨hal-03905181⟩

Inès Meraoumia, Emanuele Dalsasso, Loïc Denis, Florence Tupin. FAST STRATEGIES FOR MULTI-TEMPORAL SPECKLE REDUCTION OF SENTINEL-1 GRD IMAGES. IGARSS, 2022, Kuala Lumpur, Malaysia. ⟨hal-03756068⟩