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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⟩
Nicolas Gasnier, Loïc Denis, Florence Tupin. On the use and denoising of the temporal geometric mean for SAR time series. IEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, In press. ⟨hal-03095153⟩
J. Chopin, Jean-Baptiste Fasquel, Harold Mouchère, R. Dayot, I. Bloch. Semantic image segmentation based on spatial relationships and inexact graph matching. International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2020, Paris, France. ⟨10.1109/IPTA50016.2020.9286611⟩. ⟨hal-02916165⟩
Iyed Trimeche, Florence Rossant, Isabelle Bloch, Michel Pâques. Fully automatic CNN-based segmentation of retinal bifurcations in 2D adaptive optics ophthalmoscopy images. International Conference on Image Processing Theory, Tools and Applications (IPTA 2020), Nov 2020, PARIS, France. ⟨hal-02925043⟩
Minhao Hu, Matthis Maillard, Ya Zhang, Tommaso Ciceri, Giammarco Barbera, et al.. Knowledge distillation from multi-modal to mono-modal segmentation networks. MICCAI, Oct 2020, Lima, Peru. pp.772-781. ⟨hal-02899529⟩
Alessandra Budillon, Loïc Denis, Clément Rambour, Gilda Schirinzi, Florence Tupin. Regularized SAR Tomography Approaches. IGARSS (IEEE International Geoscience and Remote Sensing Symposium), Sep 2020, Hawaï, United States. ⟨hal-02954656⟩
Ferdaous Chaabane, Safa Réjichi, Florence Tupin. COMPARISON BETWEEN MULTITEMPORAL GRAPH BASED CLASSICAL LEARNING AND LSTM MODEL CLASSIFICATIONS FOR SITS ANALYSIS. IGARSS (International Conference on Geoscience and Remote Sensing), Sep 2020, Hawaï, United States. ⟨hal-02954635⟩
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch. TRADI: Tracking deep neural network weight distributions. 16th European Conference on Computer Vision. ECCV 2020, Aug 2020, Online Event, France. ⟨hal-02922336⟩
Ludovic Burg, Christophe Lino, Marc Christie. Real-time Anticipation of Occlusions for Automated Camera Control in Toric Space. Computer Graphics Forum, Wiley, 2020, xx (2), pp.1 - 11. ⟨10.1111/cgf.13949⟩. ⟨hal-02908973⟩
Isabelle Bloch. Actes de la conférence nationale en intelligence artificielle CNIA - PFIA 2020, Angers, 2020.. 2020. ⟨hal-02913891⟩
Clément Rambour, Loïc Denis, Florence Tupin, Hélène Oriot. Introducing spatial regularization in SAR tomography reconstruction. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2020. ⟨hal-01797425v2⟩
Chenguang Liu. Low level feature detection in SAR images. Computer Vision and Pattern Recognition [cs.CV]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAT015⟩. ⟨tel-02861903⟩
Wanyu Liu, Julien Gori, Olivier Rioul, Michel Beaudouin-Lafon, Yves Guiard. How Relevant is Hick's Law for HCI?. CHI '20 - CHI Conference on Human Factors in Computing Systems, Apr 2020, Honolulu, United States. pp.1-11, ⟨10.1145/3313831.3376878⟩. ⟨hal-02867301⟩
Emanuele Dalsasso, Loïc Denis, Florence Tupin. How to handle spatial correlations in SAR despeckling? Resampling strategies and deep learning approaches. 2020. ⟨hal-02538046⟩
Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence d'Alché-Buc, et al.. Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach. 2020. ⟨hal-02506409⟩
Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence d'Alché-Buc, et al.. Identifying the "Right" Level of Explanation in a Given Situation. 2020. ⟨hal-02507316⟩
Thibault Lescoat. Geometric operators for 3D modeling using dictionary-based shape representations. Computer Vision and Pattern Recognition [cs.CV]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAT005⟩. ⟨tel-02863338⟩
Mariano Rodríguez, Gabriele Facciolo, Rafael Grompone von Gioi, Pablo Musé, Julie Delon. Robust estimation of local affine maps and its applications to image matching. Winter Conference on Applications of Computer Vision (WACV ’20), Mar 2020, Colorado, United States. ⟨hal-02156259v3⟩
Samy Blusseau, Bastien Ponchon, Santiago Velasco-Forero, Jesus Angulo, Isabelle Bloch. Approximating morphological operators with part-based representations learned by asymmetric auto-encoders. Mathematical Morphology - Theory and Applications, De Gruyter 2020, 4 (1), pp.64 - 86. ⟨10.1515/mathm-2020-0102⟩. ⟨hal-02915633⟩
Jean Marie Nicolas, Florence Tupin. A new parametrization for the Rician distribution. IEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, 2020, ⟨10.1109/LGRS.2019.2957240⟩. ⟨hal-02553977⟩
Thibault Lescoat, Hsueh-Ti Derek Liu, Jean-Marc Thiery, Alec Jacobson, Tamy Boubekeur, et al.. Spectral Mesh Simplification. Computer Graphics Forum, Wiley, 2020. ⟨hal-02953334⟩
Elise Colin Koeniguer, Jean-Marie Nicolas. Change Detection Based on the Coefficient of Variation in SAR Time-Series of Urban Areas. Remote Sensing, MDPI, 2020, 12 (13), pp.2089. ⟨10.3390/rs12132089⟩. ⟨hal-02903107⟩
Corentin Mercier, S. Rousseau, P. Gori, I. Bloch, T. Boubekeur. QFib: Fast and Efficient Brain Tractogram Compression. Neuroinformatics, Springer, In press. ⟨hal-02454772⟩
Chenguang Liu, Florence Tupin, Yann Gousseau. Training CNNs on speckled optical dataset for edge detection in SAR images. ISPRS Journal of Photogrammetry and Remote Sensing, Elsevier, 2020. ⟨hal-02424315v6⟩
Julien Gori, Michel Beaudouin-Lafon, Yves Guiard. Multi-évaluation du Pointage : Application à la Dyspraxie. IHM 2019 - 31e conférence francophone sur l'Interaction Homme-Machine, Dec 2019, Grenoble, France. pp.1--12, ⟨10.1145/3366550.3372250⟩. ⟨hal-02381587⟩
Clément Rambour, Loïc Denis, Florence Tupin, Hélène Oriot, Yue Huang, et al.. Urban Surface Reconstruction in SAR Tomography by Graph-Cuts. Computer Vision and Image Understanding, Elsevier, 2019, 188, pp.102791. ⟨10.1016/j.cviu.2019.07.011⟩. ⟨hal-01873673⟩
Jean Feydy, Pierre Roussillon, Alain Trouvé, Pietro Gori. Fast and Scalable Optimal Transport for Brain Tractograms. MICCAI 2019, Oct 2019, Shenzhen, China. ⟨hal-02264177⟩
Rodrigo Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau. Multitask learning for large-scale semantic change detection. Computer Vision and Image Understanding, Elsevier, 2019, 187, pp.102783. ⟨10.1016/j.cviu.2019.07.003⟩. ⟨hal-02407789⟩
Iyed Trimeche, Florence Rossant, Isabelle Bloch, Michel Pâques. SEGMENTATION OF RETINAL ARTERIAL BIFURCATIONS IN 2D ADAPTIVE OPTICS OPHTHALMOSCOPY IMAGES. International Conference on Image Processing, Sep 2019, TAIPEI, Taiwan. ⟨10.1109/ICIP.2019.8803076⟩. ⟨hal-02559281⟩
Gianni Franchi, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch. Crowd Behavior Characterization for Scene Tracking. 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Sep 2019, Taipei, Taiwan. pp.1-8, ⟨10.1109/AVSS.2019.8909893⟩. ⟨hal-02472760⟩

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