Publications

List of publications :

89 documents

Journal articles25 documents

  • Tom Bordin, Thomas Maugey. Linearly transformed color guide for low-bitrate diffusion based image compression. IEEE Transactions on Image Processing, In press, pp.15. ⟨hal-04882103⟩
  • Jinglei Shi, Yihong Xu, Christine Guillemot Fellow. Learning Kernel-Modulated Neural Representation for Efficient Light Field Compression. IEEE Transactions on Image Processing, 2024, 33, pp.4060-4074. ⟨hal-04627349⟩
  • Nicolas Charpenay, Maël Le Treust, Aline Roumy. Side Information Design in Zero-Error Coding for Computing. Entropy, 2024, 26 (4), pp.1-18. ⟨10.3390/e26040338⟩. ⟨hal-04679240⟩
  • Tom Bachard, Thomas Maugey. Can image compression rely on CLIP?. IEEE Access, 2024, pp.1-17. ⟨10.1109/ACCESS.2024.3408651⟩. ⟨hal-04600515⟩
  • Brandon Le Bon, Mikaël Le Pendu, Christine Guillemot. Joint Fourier Disparity Layers unrolling with learned view synthesis for light field reconstruction from few-shots focal stacks. IEEE Access, 2023, 11, pp.123350 - 123360. ⟨10.1109/access.2023.3329328⟩. ⟨hal-04292432⟩
  • Anju Jose Tom, Laura Toni, Thomas Maugey. Image embedding and user multi-preference modeling for data collection sampling. EURASIP Journal on Advances in Signal Processing, 2023, 2023 (1), pp.1-16. ⟨10.1186/s13634-023-01069-0⟩. ⟨hal-04255807⟩
  • Clarice Poon, Nicolas Keriven, Gabriel Peyré. The geometry of off-the-grid compressed sensing. Foundations of Computational Mathematics, 2023, 23, pp.241-327. ⟨10.1007/s10208-021-09545-5⟩. ⟨hal-02484957⟩
  • Nicolas Keriven. Entropic Optimal Transport in Random Graphs. SIAM Journal on Mathematics of Data Science, 2023, 5 (4), pp.1028-1050. ⟨10.1137/22M1518281⟩. ⟨hal-03576738⟩
  • Maja Krivokuća, Ehsan Miandji, Christine Guillemot, Philip A Chou. Compression of Plenoptic Point Cloud Attributes Using 6-D Point Clouds and 6-D Transforms. IEEE Transactions on Multimedia, 2023, 25, pp.593-607. ⟨10.1109/TMM.2021.3129341⟩. ⟨hal-03432597⟩
  • Ipek Anil Atalay Appak, Erdem Sahin, Christine Guillemot, Humeyra Caglayan. Learning flat optics for extended depth of field microscopy imaging. Nanophotonics, 2023, pp.1-10. ⟨10.1515/nanoph-2023-0321⟩. ⟨hal-04184173⟩
  • Arthur Lecert, Aline Roumy, Renaud Fraisse, Christine Guillemot. GAN architecture leveraging a Retinex model with colored illumination for low-light image restoration. IEEE Access, 2023, 11, pp.84574 - 84588. ⟨10.1109/ACCESS.2023.3301614⟩. ⟨hal-04184198⟩
  • Hashem Ghanem, Joseph Salmon, Nicolas Keriven, Samuel Vaiter. Supervised learning of analysis-sparsity priors with automatic differentiation. IEEE Signal Processing Letters, 2023, 30, pp.339-343. ⟨10.1109/LSP.2023.3244511⟩. ⟨hal-03518852⟩
  • Fatemeh Ghorbani Lohesara, Davi Rabbouni Freitas, Christine Guillemot, Karen Eguiazarian, Sebastian Knorr. HEADSET: Human Emotion Awareness under Partial Occlusions Multimodal DataSET. IEEE Transactions on Visualization and Computer Graphics, 2023, pp.1-11. ⟨hal-04198563v2⟩
  • Mikael Le Pendu, Christine Guillemot. Preconditioned Plug-and-Play ADMM with Locally Adjustable Denoiser for Image Restoration Mikael. SIAM Journal on Imaging Sciences, 2022, pp.1-30. ⟨hal-03857826⟩
  • Rita Fermanian, Mikael Le Pendu, Christine Guillemot. PnP-ReG: Learned Regularizing Gradient for Plug-and-Play Gradient Descent. SIAM Journal on Imaging Sciences, 2022, pp.1-28. ⟨hal-03853961⟩
  • Hadi Amirpour, Christine Guillemot, Mohammad Ghanbari, Christian Timmerer. Advanced Scalability for Light Field Image Coding. IEEE Transactions on Image Processing, 2022, pp.1-15. ⟨hal-03848700⟩
  • Xiaoran Jiang, Jinglei Shi, Christine Guillemot. An Untrained Neural Network Prior for Light Field Compression. IEEE Transactions on Image Processing, 2022, pp.1-15. ⟨hal-03820927⟩
  • Meng Zhang, Haiyan Jin, Zhaolin Xiao, Christine Guillemot. A Light Field FDL-HCGH Feature in Scale-Disparity Space. IEEE Transactions on Image Processing, 2022, pp.1-12. ⟨hal-03763691⟩
  • Tanaboon Tongbuasirilai, Jonas Unger, Christine Guillemot, Ehsan Miandji. A Sparse Non-parametric BRDF Model. ACM Transactions on Graphics, 2022, pp.1-18. ⟨10.1145/3533427⟩. ⟨hal-03654734⟩
  • Zhaolin Xiao, Jinglei Shi, Xiaoran Jiang, Christine Guillemot. Axial refocusing precision model with light fields. Signal Processing: Image Communication, 2022, pp.1-11. ⟨10.1016/j.image.2022.116721⟩. ⟨hal-03651953⟩
  • Guillaume Le Guludec, Christine Guillemot. Deep Unrolling for Light Field Compressed Acquisition using Coded Masks. IEEE Access, 2022, pp.1-17. ⟨10.1109/access.2022.3168362⟩. ⟨hal-03643112⟩
  • Jinglei Shi, Xiaoran Jiang, Christine Guillemot. Deep Residual Architecture Using Pixel and Feature Cues for View Synthesis and Temporal Interpolation. IEEE Transactions on Computational Imaging, 2022, pp.1-14. ⟨10.1109/tci.2022.3160671⟩. ⟨hal-03607417⟩
  • Nikolaos Thomos, Thomas Maugey, Laura Toni. Machine Learning for Multimedia Communications. Sensors, 2022, 22 (3), pp.1-31. ⟨10.3390/s22030819⟩. ⟨hal-03541327⟩
  • Navid Mahmoudian Bidgoli, Roberto Azevedo, Thomas Maugey, Aline Roumy, Pascal Frossard. OSLO: On-the-Sphere Learning for Omnidirectional images and its application to 360-degree image compression. IEEE Transactions on Image Processing, 2022, pp.1-16. ⟨hal-03833562⟩
  • Andrew Dj. Pearson, Kimberly Stegmaier, Franck Bourdeaut, Gregory Reaman, Delphine Heenen, et al.. Paediatric Strategy Forum for medicinal product development of epigenetic modifiers for children. European Journal of Cancer, 2020, 139, pp.135-148. ⟨10.1016/j.ejca.2020.08.014⟩. ⟨hal-04515890⟩

Conference papers47 documents

  • Kai Gu, Thomas Maugey, Sebastian Knorr, Christine Guillemot. RegSegField: Mask-Regularization and Hierarchical Segmentation for Novel View Synthesis from Sparse Inputs. CVMP 2024 - 21st ACM SIGGRAPH European Conference on Visual Media Production, Nov 2024, London, United Kingdom. pp.1-10, ⟨10.1145/3697294.3697299⟩. ⟨hal-04725951⟩
  • Matthieu Cordonnier, Nicolas Keriven, Nicolas Tremblay, Samuel Vaiter. Seeking universal approximation for continuous limits of graph neural networks on large random graphs. Asilomar 2024 - Asilomar Conference on Signals, Systems, and Computers, Oct 2024, Pacific Grove, United States. pp.1-5. ⟨hal-04831761⟩
  • Davi R Freitas, Ricardo L de Queiroz, Ioan Tabus, Christine Guillemot. A Comparative Assessment Of Implicit and Explicit Plenoptic Scene Representations. MMSP 2024 - 26th IEEE International Workshop on Multimedia Signal Processing, Oct 2024, West Lafayette (IN), United States. pp.1-6. ⟨hal-04709909⟩
  • Tom Bachard, Tom Bordin, Thomas Maugey. CoCliCo: Extremely low bitrate image compression based on CLIP semantic and tiny color map. PCS 2024 - Picture Coding Symposium, Jun 2024, Taichung, Taiwan. pp.1-5. ⟨hal-04478601⟩
  • Marius Dufraisse, Rémy Leroy, Pauline Trouvé-Peloux, Frédéric Champagnat, Jean-Baptiste Volatier. Multitask deep co-design for extended depth of field and depth from defocus. 2024 - Unconventional Optical Imaging IV, Apr 2024, Strasbourg, France. pp.72, ⟨10.1117/12.3017194⟩. ⟨hal-04718782⟩
  • Samuel Willingham, Mårten Sjöström, Christine Guillemot. Training Methods for Regularizing Gradients on Multi-Task Image Restoration Problems. VISAPP 2024 - 19th International Conference on Computer Vision Theory and Applications, Feb 2024, Rome, Italy. pp.145-153, ⟨10.5220/0012368100003660⟩. ⟨hal-04763140⟩
  • Antonin Joly, Nicolas Keriven. Graph Coarsening with Message-Passing Guarantees. Advances in Neural Information Processing Systems (NeurIPS), 2024, Vancouver, Canada. ⟨hal-04617519⟩
  • Nicolas Keriven, Samuel Vaiter. What functions can Graph Neural Networks compute on random graphs? The role of Positional Encoding. NeurIPS 2023 - 37th Annual Conference on Neural Information Processing Systems, Dec 2023, New-Orleans, United States. pp.1-28. ⟨hal-04103771⟩
  • Yiqun Liu, Hadi Amirpour, Mohsen Abdoli, Christian Timmerer, Thomas Guionnet. Preparing VVC for Streaming: A Fast Multi-Rate Encoding Approach. VCIP 2023 - IEEE International Conference on Visual Communications and Image Processing, IEEE, Dec 2023, Jeju, North Korea. pp.1-5, ⟨10.48550/arXiv.2312.08330⟩. ⟨hal-04348313⟩
  • Kai Gu, Thomas Maugey, Sebastian Knorr, Christine Guillemot. Vanishing Point Aided Hash-Frequency Encoding for Neural Radiance Fields (NeRF) from Sparse 360°Input. ISMAR 2023 - 22nd IEEE International Symposium on Mixed and Augmented Reality, Oct 2023, Sydney, Australia. pp.1-10. ⟨hal-04197185⟩
  • Thomas Maugey. Towards digital sobriety: why improving the energy efficiency of video streaming is not enough. MMSP 2023 - 25th IEEE International Workshop on MultiMedia Signal Processing, Sep 2023, Poitiers, France. pp.1-4. ⟨hal-04231363⟩
  • Tom Bordin, Thomas Maugey. Semantic based generative compression of images for extremely low bitrates. MMSP 2023 - IEEE 25th International Workshop on MultiMedia Signal Processing, Sep 2023, Poitiers, France. pp.1-6. ⟨hal-04231421⟩
  • Samuel Willingham, Mårten Sjöström, Christine Guillemot. Prior for Multi-Task Inverse Problems in Image Reconstruction Using Deep Equilibrium Models. EUSIPCO 2023 - 31st European Signal Processing Conference, Sep 2023, Helsinki (Aalto University School of Economics), Finland. pp.1-5. ⟨hal-04195526v2⟩
  • Claude Petit, Aline Roumy, Thomas Maugey. A Water-filling Algorithm Maximizing the Volume of Submatrices Above the Rank. EUSIPCO 2023 - 31st European Signal Processing Conference, Sep 2023, Helsinki, Finland. pp.1-5. ⟨hal-04132343⟩
  • Brandon Le Bon, Mikaël Le Pendu, Christine Guillemot. Stochastic Unrolled Proximal Point Algorithm for linear image inverse problems. EUSIPCO 2023 - 31st European Signal Processing Conference, Sep 2023, Helsinki, Finland. pp.1-5. ⟨hal-04109191⟩
  • Davi R Freitas, Christine Guillemot, Ioan Tabus. Compression of PlenOctree Model Attributes Enabling Fast Communication and Rendering of Neural Radiance Fields. EUSIPCO 2023 - European Signal Processing Conference, Sep 2023, Helsinki, Finland. pp.1-5. ⟨hal-04195520⟩
  • Claude Petit, Aline Roumy, Thomas Maugey. Algorithme de type « Water-Filling » maximisant le volume de matrices rectangulaires au-delà du rang. GRETSI 2023 - XXIXe colloque francophone de traitement du signal et des images, Aug 2023, Grenoble, France. pp.1-4. ⟨hal-04156155⟩
  • Matthieu Cordonnier, Nicolas Keriven, Nicolas Tremblay, Samuel Vaiter. Convergence of Graph Neural Networks with generic aggregation functions on random graphs. GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, GRETSI - Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.1-4. ⟨hal-04373554⟩
  • Rémi Piau, Thomas Maugey, Aline Roumy. Prédiction de la précision d'apprentissage des réseaux de neurones convolutifs par mesure du chaos. GRETSI 2023, Aug 2023, Grenoble, France. ⟨hal-04384164⟩
  • Nicolas Charpenay, Maël Le Treust, Aline Roumy. Codage optimal zéro-erreur pour le calcul de fonction avec information adjacente partagée deux à deux. GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, GRENOBLE, France. pp.1-4. ⟨hal-04251973⟩
  • Martin Gjorgjevski, Nicolas Keriven, Simon Barthelme, Yohann de Castro. The Graphical Nadaraya-Watson Estimator in Latent Position Models. GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, GRETSI - Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.1-4. ⟨hal-04241086⟩
  • Marc Theveneau, Nicolas Keriven. Stability of Entropic Wasserstein Barycenters and application to random geometric graphs. GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, GRETSI - Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.1-7. ⟨hal-03852485⟩
  • Arthur Lecert, Aline Roumy, Renaud Fraisse, Christine Guillemot. Illumination colorée et information commune pour le modèle Horn-Retinex en restauration d'images à faible luminosité. GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.1-4. ⟨hal-04383530⟩
  • Pascal Bacchus, Aline Roumy, Renaud Fraisse, Christine Guillemot. Compression quasi sans perte d'images satellites par filtrage de résidus. GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.1-5. ⟨hal-04156801⟩
  • Pascal Bacchus, Renaud Fraisse, Christine Guillemot, Aline Roumy. Filtered Residual Compression for Satellite Images. IGARSS 2023 - International Geoscience and Remote Sensing Symposium, IEEE Geoscience and Remote Sensing Society, Jul 2023, Pasadena, CA, United States. pp.1-1. ⟨hal-04125811⟩
  • Nicolas Charpenay, Maël Le Treust, Aline Roumy. Complementary Graph Entropy, AND Product, and Disjoint Union of Graphs. ISIT 2023 - International Symposium on Information Theory, Jun 2023, Taipei (Taiwan), Taiwan. pp.1-6. ⟨hal-04133013⟩
  • Matthieu Cordonnier, Nicolas Keriven, Nicolas Tremblay, Samuel Vaiter. Convergence of Message Passing Graph Neural Networks with Generic Aggregation On Random Graphs. GSP 2023 - 6th Graph Signal Processing workshop, Jun 2023, Oxford, United Kingdom. pp.1-3. ⟨hal-04106511⟩
  • Brandon Le Bon, Mikaël Le Pendu, Christine Guillemot. Unrolled Fourier Disparity Layer Optimization For Scene Reconstruction From Few-Shots Focal Stacks. ICASSP 2023 - IEEE Interntaion Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes, Greece. pp.1-5. ⟨hal-04054360⟩
  • Guillaume Le Guludec, Christine Guillemot. Joint NeuraL Representation For Multiple Light Fields. ICASSP 2023 - IEEE Internal Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes, Greece. pp.1-5. ⟨hal-04054325⟩
  • Pascal Bacchus, Renaud Fraisse, Aline Roumy, Christine Guillemot. Joint Compression and Demosaicking for Satellite Images. ICASSP 2023 - International Conference on Acoustics, Speech, and Signal Processing, Jun 2023, Rhodes (Grèce), Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10096011⟩. ⟨hal-04056997v2⟩
  • Jinglei Shi, Christine Guillemot. Light Field Compression via Compact Neural Scene Representation. ICASSP 2023 - IEEE International Conference on Acoustics, Speech, and Signal Processing, Jun 2023, Rhodes island, Greece. pp.1-5. ⟨hal-04017645v3⟩
  • Rémi Piau, Thomas Maugey, Aline Roumy. Predicting cnn learning accuracy using chaos measurement. ICASSP 2023 - IEEE International Conference on Acoustics, Speech, and Signal Processing, Jun 2023, Rhodes, Greece. pp.1-4. ⟨hal-04133669⟩
  • Rémi Piau, Thomas Maugey, Aline Roumy. Learning on entropy coded images with CNN. ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10095647⟩. ⟨hal-04133662⟩
  • Nicolas Charpenay, Maël Le Treust, Aline Roumy. Optimal Zero-Error Coding for Computing under Pairwise Shared Side Information. ITW 2023 - Information Theory Workshop, Apr 2023, Saint Malo, France. pp.1-5. ⟨hal-03901563v2⟩
  • Yiqun Liu, Mohsen Abdoli, Thomas Guionnet, Christine Guillemot, Aline Roumy. Statistical analysis of inter coding in VVC Test Model (VTM). 2022 IEEE International Conference on Image Processing (ICIP), IEEE, Oct 2022, Bordeaux, France. ⟨10.1109/ICIP46576.2022.9897595⟩. ⟨hal-04348301⟩
  • Tom Bachard, Anju Jose Tom, Thomas Maugey. Semantic alignment for multi-item compression. ICIP 2022 - IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France. pp.1-5. ⟨hal-03760650⟩
  • Arthur Lecert, Renaud Fraisse, Aline Roumy, Christine Guillemot. A new regularization for retinex decomposition of low-light images. IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France. pp.1-4. ⟨hal-03806390⟩
  • Patrick Garus, Felix Henry, Thomas Maugey, Christine Guillemot. Decoder Side Multiplane Images using Geometry Assistance SEI for MPEG Immersive Video. MMSP 2022 - IEEE 24th International Workshop on Multimedia Signal Processing, Sep 2022, Shanghai, China. pp.1-6. ⟨hal-03833545v2⟩
  • Patrick Garus, Felix Henry, Thomas Maugey, Christine Guillemot. Motion Compensation-based Low-Complexity Decoder Side Depth Estimation for MPEG Immersive Video. MMSP 2022 - IEEE 24th International Workshop on Multimedia Signal Processing, Sep 2022, Shanghai, China. pp.1-6. ⟨hal-03833539v2⟩
  • Navid Mahmoudian Bidgoli, Roberto Azevedo, Thomas Maugey, Aline Roumy, Pascal Frossard. Méthode d'apprentissage opérant sur la sphère: Application à la compression d'images omnidirectionnelles. GRETSI 2022 - XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France. pp.1-4. ⟨hal-03866225⟩
  • Nicolas Charpenay, Maël Le Treust, Aline Roumy. Codage de source zéro-erreur pour un réseau de Gray-Wyner lorsque l'information adjacente peut être présente. XXVIIIème Colloque Francophone de Traitement du Signal et des Images (GRETSI'22), Sep 2022, Nancy, France. pp.1-4. ⟨hal-03866341⟩
  • Hadi Amirpour, Christine Guillemot, Christian Timmerer. FuRA: Fully Random Access Light Field Image Compression. European Workshop on Video and Image Processing, Sep 2022, Lisbo, Portugal. pp.1-6. ⟨hal-03758898⟩
  • Kai Gu, Thomas Maugey, Sebastian Knorr, Christine Guillemot. Omni-nerf: neural radiance field from 360° image captures. ICME 2022 - IEEE international conference on multimedia and expo, Jul 2022, Taipei, Taiwan. pp.1-6. ⟨hal-03646688⟩
  • Pascal Bacchus, Renaud Fraisse, Aline Roumy, Christine Guillemot. Quasi Lossless Satellite Image Compression. IGARSS 2022 - International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Indonesia. pp.1-4, ⟨10.1109/IGARSS46834.2022.9883135⟩. ⟨hal-03807986v2⟩
  • Yiqun Liu, Mohsen Abdoli, Thomas Guionnet, Christine Guillemot, Aline Roumy. Light-weight cnn-based vvc inter partitioning acceleration. IVMSP 2022 - IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop, Jun 2022, Nafplio, Greece. pp.1-5. ⟨hal-03808305⟩
  • Nicolas Charpenay, Maël Le Treust, Aline Roumy. Zero-error source coding when side information may be present. IZS 2022 - International Zurich Seminar on Information and Communication, Mar 2022, Zurich, Switzerland. pp.1-5. ⟨hal-03290860v2⟩
  • Jinglei Shi, Xiaoran Jiang, Christine Guillemot. Deep Video Frame Rate Up-conversion Network using Feature-based Progressive Residue Refinement a. VISAPP 2022 - 17th International Conference on Computer Vision Theory and Applications, Feb 2022, online, France. pp.1-9. ⟨hal-03432380⟩

Poster communications1 document

  • Rita Fermanian, Thomas Maugey, Christine Guillemot. SphereDRUNet: A Spherical Denoiser for Omnidirectional Images. ISMAR 2023 - 22nd IEEE International Symposium on Mixed and Augmented Reality, Oct 2023, Sydney, Australia. IEEE, pp.1-6, 2023. ⟨hal-04197479⟩

Preprints, Working Papers2 documents

  • Martin Gjorgjevski, Nicolas Keriven, Simon Barthelme, Yohann De Castro. Node Regression on Latent Position Random Graphs via Local Averaging. 2024. ⟨hal-04795829⟩
  • Yiqun Liu, Marc Riviere, Thomas Guionnet, Aline Roumy, Christine Guillemot. CNN-based Prediction of Partition Path for VVC Fast Inter Partitioning Using Motion Fields. 2023. ⟨hal-04252664⟩

Reports1 document

  • Elise Bannier, Simon Castellan, Steven Derrien, Francesca Galassi, Laurent Garnier, et al.. Réduire les émissions GES de nos déplacements professionnels : Une Démarche collaborative à l'IRISA/Inria. Groupe de travail « missions » IRISA / Centre Inria de l’Université de Rennes. 2024, pp.1-16. ⟨hal-04506138⟩

Theses12 documents


HDR thesis1 document

  • Thomas Maugey. Visual data compression: beyond conventional approaches. Traitement des images [eess.IV]. Université de Rennes 1, 2022. ⟨tel-03754139⟩

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