Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

• 1J. Bégaint.
  Towards novel inter-prediction methods for image and video compression, Rennes 1, November 2018.
  https://hal.archives-ouvertes.fr/tel-01960088
• 2D. Gommelet.
  Methods for improving the backward compatible High Dynamic Range compression, Université Rennes 1, September 2018.
  https://tel.archives-ouvertes.fr/tel-01947401
• 3M. Hog.
  Light Field Editing and Rendering, Rennes 1, November 2018.
  https://hal.archives-ouvertes.fr/tel-01966828
• 4A. Roumy.
  Universal transmission and compression: send the model?, Université Rennes 1, November 2018, Habilitation à diriger des recherches.
  https://hal.inria.fr/tel-01916058

Articles in International Peer-Reviewed Journals

• 5J. Bégaint, D. Thoreau, P. Guillotel, C. Guillemot.
  Region-based prediction for image compression in the cloud, in: IEEE Transactions on Image Processing, 2018, vol. 27, n^o 4, pp. 1835-1846. [ DOI : 10.1109/TIP.2017.2788192 ]
  https://hal.archives-ouvertes.fr/hal-01662639
• 6R. 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
• 7M. Le Pendu, X. Jiang, C. Guillemot.
  Light Field Inpainting Propagation via Low Rank Matrix Completion, in: IEEE Transactions on Image Processing, April 2018, vol. 27, n^o 4, pp. 1981 - 1993. [ DOI : 10.1109/TIP.2018.2791864 ]
  https://hal.archives-ouvertes.fr/hal-01720622
• 8R. Ma, T. Maugey, P. Frossard.
  Optimized Data Representation for Interactive Multiview Navigation, in: IEEE Transactions on Multimedia, July 2018, vol. 20, n^o 7, pp. 1595-1609.
  https://hal.inria.fr/hal-01633660
• 9E. Vural, C. Guillemot.
  A Study of the Classification of Low-Dimensional Data with Supervised Manifold Learning, in: Journal of Machine Learning Research, 2018, vol. 18, n^o 1, pp. 5741-5795.
  https://hal.archives-ouvertes.fr/hal-01737768

International Conferences with Proceedings

• 10P. Allain, L. Guillo, C. Guillemot.
  Fast light field inpainting propagation using angular warping and color-guided disparity interpolation, in: Acivs 2018 - Advanced Concepts for Intelligent Vision Systems, Poitiers, France, LNCS, volume 11182, Springer, September 2018, pp. 559-570. [ DOI : 10.1007/978-3-030-01449-0_47 ]
  https://hal.archives-ouvertes.fr/hal-01846028
• 11J. Bégaint, F. Galpin, P. Guillotel, C. Guillemot.
  Region-based models for motion compensation in video compression, in: PCS 2018 - Picture Coding Symposium, San Francisco, United States, June 2018, pp. 154-158. [ DOI : 10.1109/PCS.2018.8456258 ]
  https://hal.archives-ouvertes.fr/hal-01807693
• 12T. Dumas, A. Roumy, C. Guillemot.
  Autoencoder based image compression: can the learning be quantization independent?, in: ICASSP 2018 - International Conference on Acoustics, Speech and Signal Processing ICASSP, Calgary, Canada, IEEE, April 2018, pp. 1188-1192, https://arxiv.org/abs/1802.09371. [ DOI : 10.1109/ICASSP.2018.8462263 ]
  https://hal.archives-ouvertes.fr/hal-01713644
• 13E. Dupraz, T. Maugey, A. Roumy, M. Kieffer.
  Rate-Distortion Performance of Sequential Massive Random Access to Gaussian Sources with Memory, in: DCC 2018 - Data compression conference, Snowbird, United States, March 2018, pp. .1-10. [ DOI : 10.1109/dcc.2018.00059 ]
  https://hal.archives-ouvertes.fr/hal-01759076
• 14F. Hawary, G. Boisson, C. Guillemot, P. Guillotel.
  Compressive 4D Light Field Reconstruction Using Orthogonal Frequency Selection, in: ICIP 2018 - 25th IEEE International Conference on Image Processing, Athens, Greece, IEEE, October 2018, pp. 3863-3867. [ DOI : 10.1109/ICIP.2018.8451110 ]
  https://hal.archives-ouvertes.fr/hal-01810353
• 15M. Hog, N. Sabater, C. Guillemot.
  Dynamic Super-Rays for Efficient Light Field Video Processing, in: BMVC 2018 - 29th British Machine Vision Conference, Newcastle upon Tyne, United Kingdom, September 2018, pp. 1-12.
  https://hal.archives-ouvertes.fr/hal-01649342
• 16X. Jiang, C. Galea, L. Guillo, C. Guillemot.
  3D Scene Modeling from Dense Video Light Fields, in: IC3D 2018 - 8th International conference on 3D immersion, Brussels, Belgium, December 2018, pp. 1-7.
  https://hal.inria.fr/hal-01925319
• 17X. Jiang, M. Le Pendu, C. Guillemot.
  Depth estimation with occlusion handling from a sparse set of light field views, in: ICIP 2018 - IEEE International Conference on Image Processing, Athens, Greece, IEEE, October 2018, pp. 634-638. [ DOI : 10.1109/ICIP.2018.8451466 ]
  https://hal.archives-ouvertes.fr/hal-01786049
• 18M. Le Pendu, A. Smolic, C. Guillemot.
  High dynamic range light fields via weighted low rank approximation, in: ICIP 2018 - IEEE International Conference on Image Processing, Athens, Greece, IEEE, October 2018, pp. 1-5. [ DOI : 10.1109/ICIP.2018.8451584 ]
  https://hal.archives-ouvertes.fr/hal-01872277
• 19E. Miandji, J. Unger, C. Guillemot.
  Multi-Shot Single Sensor Light Field Camera Using a Color Coded Mask, in: EUSIPCO 2018 - 26th European Signal Processing Conference, Roma, Italy, September 2018, pp. 1-5.
  https://hal.archives-ouvertes.fr/hal-01807780
• 21M. Rizkallah, X. Su, T. Maugey, C. Guillemot.
  Graph-based Transforms for Predictive Light Field Compression based on Super-Pixels, in: ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Calgary, Canada, IEEE, April 2018, pp. 1718-1722. [ DOI : 10.1109/ICASSP.2018.8462288 ]
  https://hal.inria.fr/hal-01737332
• 22X. Su, M. Rizkallah, T. Maugey, C. Guillemot.
  Rate-Distortion Optimized Super-Ray Merging for Light Field Compression, in: EUSIPCO 2018 - 26th European Signal Processing Conference, Rome, Italy, Proceedings, September 2018, pp. 1-5.
  https://hal.archives-ouvertes.fr/hal-01812858

Conferences without Proceedings

• 23A. Crinière, A. Roumy, T. Maugey, M. Kieffer, J. Dumoulin.
  Compression of spatio-temporally correlated and massive georeferenced Data, in: EGU 2018 - European Geosciences Union General Assembly, Vienne, Austria, April 2018.
  https://hal.inria.fr/hal-01887809

Internal Reports

• 24L. Guillo, X. Jiang, G. Lafruit, C. Guillemot.
  Light field video dataset captured by a R8 Raytrix camera (with disparity maps), INTERNATIONAL ORGANISATION FOR STANDARDISATION ISO/IEC JTC1/SC29/WG1 & WG11, April 2018, pp. 1-6.
  https://hal.inria.fr/hal-01804578

Other Publications

• 25T. Dumas, A. Roumy, C. Guillemot.
  Context-adaptive neural network based prediction for image compression, July 2018, https://arxiv.org/abs/1807.06244 - working paper or preprint.
  https://hal.archives-ouvertes.fr/hal-01841034
• 26E. Dupraz, T. Maugey, A. Roumy, M. Kieffer.
  Transmission and Storage Rates for Sequential Massive Random Access, May 2018, working paper or preprint.
  https://hal.inria.fr/hal-01799016