Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

• 1F. Hawary.
  
  Light Field Image Compression and Compressive Acquisition, Université de Rennes 1, France ; Inria, May 2019.
  
  https://hal.archives-ouvertes.fr/tel-02378409
• 2N. Mahmoudian Bidgoli.
  
  Compression for interactive communication of visual contents, Université de Rennes 1, November 2019.
  
  https://hal.inria.fr/tel-02410190
• 3M. Rizkallah.
  
  Graph based transforms for compression of new imaging modalities, Université Rennes 1, April 2019.
  
  https://tel.archives-ouvertes.fr/tel-02285386

Articles in International Peer-Reviewed Journals

• 4P. Allain, L. Guillo, C. Guillemot.
  
  4D Anisotropic Diffusion Framework with PDEs for Light Field Regularization and Inverse Problems, in: IEEE Transactions on Computational Imaging, May 2019, pp. 1-16. [ DOI : 10.1109/TCI.2019.2919229 ]
  
  https://hal.archives-ouvertes.fr/hal-02135541
• 5T. Dumas, A. Roumy, C. Guillemot.
  
  Context-adaptive neural network based prediction for image compression, in: IEEE Transactions on Image Processing, August 2019, vol. 29, pp. 679 - 693, https://arxiv.org/abs/1807.06244.
  
  https://hal.archives-ouvertes.fr/hal-01841034
• 6E. Dupraz, A. Roumy, T. Maugey, M. Kieffer.
  
  Rate-storage regions for Extractable Source Coding with side information, in: Physical Communication, 2019, vol. 37, pp. 1-24. [ DOI : 10.1016/j.phycom.2019.100845 ]
  
  https://hal.inria.fr/hal-02390517
• 7S. Evain, C. Guillemot.
  
  A Lightweight Neural Network for Monocular View Generation with Occlusion Handling, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, December 2019, pp. 1-14, forthcoming. [ DOI : 10.1109/TPAMI.2019.2960689 ]
  
  https://hal.archives-ouvertes.fr/hal-02428602
• 8R. A. Farrugia, C. Guillemot.
  
  Light Field Super-Resolution using a Low-Rank Prior and Deep Convolutional Neural Networks, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019, pp. 1-15. [ DOI : 10.1109/TPAMI.2019.2893666 ]
  
  https://hal.archives-ouvertes.fr/hal-01984843
• 9R. Farrugia, C. Guillemot.
  
  A Simple Framework to Leverage State-Of-The-Art Single-Image Super-Resolution Methods to Restore Light Fields, in: Signal Processing: Image Communication, September 2019, vol. 80, pp. 1-11. [ DOI : 10.1016/j.image.2019.115638 ]
  
  https://hal.archives-ouvertes.fr/hal-02378049
• 10C. Galdi, V. Chiesa, C. Busch, P. L. Correia, J.-L. Dugelay, C. Guillemot.
  
  Light Fields for Face Analysis, in: Sensors, June 2019, vol. 19, n^o 12, pp. 1-27. [ DOI : 10.3390/s19122687 ]
  
  https://hal.archives-ouvertes.fr/hal-02157348
• 11D. Gommelet, J. Le Tanou, A. Roumy, M. Ropert, C. Guillemot.
  
  Optical-Flow Based Nonlinear Weighted Prediction for SDR and Backward Compatible HDR Video Coding, in: IEEE Transactions on Image Processing, 2019, pp. 1-16, forthcoming. [ DOI : 10.1109/TIP.2019.2945685 ]
  
  https://hal.archives-ouvertes.fr/hal-02378053
• 12M. Le Pendu, C. Guillemot, A. Smolic.
  
  A Fourier Disparity Layer representation for Light Fields, in: IEEE Transactions on Image Processing, May 2019, pp. 5740 - 5753, forthcoming. [ DOI : 10.1109/TIP.2019.2922099 ]
  
  https://hal.archives-ouvertes.fr/hal-02130555
• 13M. Rizkallah, T. Maugey, C. Guillemot.
  
  Prediction and Sampling with Local Graph Transforms for Quasi-Lossless Light Field Compression, in: IEEE Transactions on Image Processing, 2019, pp. 1-13, forthcoming.
  
  https://hal.inria.fr/hal-02373664
• 14M. Rizkallah, X. Su, T. Maugey, C. Guillemot.
  
  Geometry-Aware Graph Transforms for Light Field Compact Representation, in: IEEE Transactions on Image Processing, August 2019, pp. 1-15, forthcoming. [ DOI : 10.1109/TIP.2019.2928873 ]
  
  https://hal.archives-ouvertes.fr/hal-02199839
• 15J. Shi, X. Jiang, C. Guillemot.
  
  A framework for learning depth from a flexible subset of dense and sparse light field views, in: IEEE Transactions on Image Processing, June 2019, pp. 5867-5880. [ DOI : 10.1109/TIP.2019.2923323 ]
  
  https://hal.archives-ouvertes.fr/hal-02155040

International Conferences with Proceedings

• 16P. Allain, L. Guillo, C. Guillemot.
  
  Light field denoising using 4D anisotropic diffusion, in: ICASSP 2019 - IEEE International Conference on Acoustics, Speech, and Signal Processing, Brighton, United Kingdom, IEEE, May 2019, pp. 1692-1696. [ DOI : 10.1109/ICASSP.2019.8682709 ]
  
  https://hal.archives-ouvertes.fr/hal-02116372
• 17J. Bégaint, F. Galpin, P. Guillotel, C. Guillemot.
  
  Deep frame interpolation for video compression, in: DCC 2019 - Data Compression Conference, Snowbird, United States, IEEE, March 2019, pp. 1-10. [ DOI : 10.1109/DCC.2019.00068 ]
  
  https://hal.archives-ouvertes.fr/hal-02202172
• 18P. David, M. Le Pendu, C. Guillemot.
  
  Sparse to Dense Scene Flow Estimation from Light Fields, in: ICIP 2019 - IEEE International Conference on Image Processing, Taïpei, Taiwan, IEEE, September 2019, pp. 1-5. [ DOI : 10.1109/ICIP.2019.8803520 ]
  
  https://hal.archives-ouvertes.fr/hal-02123544
• 19E. Dib, M. Le Pendu, C. Guillemot.
  
  Light Field Compression using Fourier Disparity Layers, in: ICIP 2019 - IEEE International Conference on Image Processing, Taipei, Taiwan, IEEE, September 2019, pp. 1-5. [ DOI : 10.1109/ICIP.2019.8803756 ]
  
  https://hal.archives-ouvertes.fr/hal-02130487
• 20E. Dib, M. Le Pendu, X. JIANG, C. Guillemot.
  
  Super-rays based low rank approximation for light fields compression, in: DCC 2019 - Data Compression Conference, Snowbird, United States, IEEE, March 2019, pp. 369-378. [ DOI : 10.1109/DCC.2019.00045 ]
  
  https://hal.archives-ouvertes.fr/hal-02116365
• 21C. Galea, C. Guillemot.
  
  Denoising of 3D point clouds constructed from light fields, in: ICASSP 2019 - IEEE International Conference on Acoustics, Speech, and Signal Processing, Brighton, United Kingdom, IEEE, May 2019, pp. 1882-1886. [ DOI : 10.1109/ICASSP.2019.8683548 ]
  
  https://hal.archives-ouvertes.fr/hal-02116377
• 22P. Garus, J. Joel, T. Maugey, C. Guillemot.
  
  Bypassing Depth Maps Transmission For Immersive Video Coding, in: PCS 2019 - Picture Coding Symposium, Ningbo, China, IEEE, November 2019, pp. 1-5.
  
  https://hal.inria.fr/hal-02397800
• 23M. Hog, N. Sabater, C. Guillemot.
  
  Long Short Term Memory Networks For Light Field View Synthesis, in: ICIP 2019 - IEEE International Conference on Image Processing, Taipei, Taiwan, IEEE, September 2019, pp. 1-5. [ DOI : 10.1109/ICIP.2019.8803790 ]
  
  https://hal.archives-ouvertes.fr/hal-02202120
• 24X. JIANG, J. Shi, C. Guillemot.
  
  A learning based depth estimation framework for 4D densely and sparsely sampled light fields, in: ICASSP 2019 - IEEE International Conference on Acoustics, Speech, and Signal Processing, Brighton, United Kingdom, IEEE, May 2019, pp. 2257-2261. [ DOI : 10.1109/ICASSP.2019.8683773 ]
  
  https://hal.archives-ouvertes.fr/hal-02116375
• 25N. Mahmoudian Bidgoli, T. Maugey, A. Roumy.
  
  Evaluation framework for 360-degree visual content compression with user view-dependent transmission, in: ICIP 2019 - IEEE International Conference on Image Processing, Taipei, Taiwan, IEEE, September 2019, pp. 1-5. [ DOI : 10.1109/ICIP.2019.8803606 ]
  
  https://hal.archives-ouvertes.fr/hal-02202794
• 26N. Mahmoudian Bidgoli, T. Maugey, A. Roumy.
  
  Intra-coding of 360-degree images on the sphere, in: PCS 2019 - Picture Coding Symposium, Ningbo, France, November 2019, pp. 1-5.
  
  https://hal.archives-ouvertes.fr/hal-02381193
• 27N. Mahmoudian Bidgoli, T. Maugey, A. Roumy, F. Nasiri, F. Payan.
  
  A geometry-aware compression of 3D mesh texture with random access, in: PCS 2019 - Picture Coding Symposium, Ningbo, China, November 2019, pp. 1-5.
  
  https://hal.archives-ouvertes.fr/hal-02380798
• 28T. Maugey, L. Guillo, C. Le Cam.
  
  FTV360: a Multiview 360°Video Dataset with Calibration Parameters, in: MMSys 2019 - 10th ACM Multimedia Systems Conference, Amherst, United States, ACM Press, June 2019, pp. 291-295. [ DOI : 10.1145/3304109.3325815 ]
  
  https://hal.inria.fr/hal-02398005
• 29F. Nasiri, N. Mahmoudian Bidgoli, F. Payan, T. Maugey.
  
  A Geometry-aware framework for compressing 3D mesh textures, in: ICASSP 2019 - IEEE International Conference on Acoustics, Speech, and Signal Processing, Brighton, United Kingdom, IEEE, May 2019, pp. 4015-4019. [ DOI : 10.1109/ICASSP.2019.8683258 ]
  
  https://hal.archives-ouvertes.fr/hal-02010328
• 30C. Petit, A. Roumy, G. Coluccia, E. Magli.
  
  Density evolution of Orthogonal Matching Pursuit, in: SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations - Workshop, Toulouse, France, 2019, 1 p.
  
  https://hal.inria.fr/hal-02390560
• 31M. Rizkallah, T. Maugey, C. Guillemot.
  
  Graph-based Spatio-angular Prediction for Quasi-Lossless Compression of Light Fields, in: DCC 2019 - Data Compression Conference, Snowbird, United States, IEEE, March 2019, pp. 379-388. [ DOI : 10.1109/DCC.2019.00046 ]
  
  https://hal.archives-ouvertes.fr/hal-02116369

National Conferences with Proceedings

• 32N. M. Bidgoli, T. Maugey, A. Roumy.
  
  Compression de contenus 360 et transmission adaptée à la navigation de l'utilisateur, in: GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Lille, France, August 2019.
  
  https://hal.inria.fr/hal-02390575
• 33F. Nasiri, N. M. Bidgoli, F. Payan, T. Maugey.
  
  Codage d'atlas de textures avec prédiction guidée par la topologie des maillages, in: GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Lille, France, August 2019, pp. 1-4.
  
  https://hal.archives-ouvertes.fr/hal-02159557

Scientific Popularization

• 34C. Guillemot, A. Roumy.
  
  De Fourier à la compression d’images et de vidéos, in: Interstices, October 2019.
  
  https://hal.inria.fr/hal-02336180