Project-Team Sirocco
Team, Visitors, External Collaborators
Overall Objectives
Research Program
Application Domains
Highlights of the Year
New Software and Platforms
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Dissemination
Bibliography
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Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

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, no 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


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