Publications Peer reviewed articles (24) Single Sensor Compressive Light Field Video Camera Author(s): Saghi Hajisharif, Ehsan Miandji, Christine Guillemot, Jonas Unger Published in: Computer Graphics Forum, Issue 39/2, 2020, Page(s) 463-474, ISSN 0167-7055 Publisher: Blackwell Publishing Inc. DOI: 10.1111/cgf.13944 Local Low Rank Approximation With a Parametric Disparity Model for Light Field Compression Author(s): Elian Dib, Mikael Le Pendu, Xiaoran Jiang, Christine Guillemot Published in: IEEE Transactions on Image Processing, Issue 29, 2020, Page(s) 9641-9653, ISSN 1057-7149 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tip.2020.3029655 Compressive HDR light field imaging using a single multi-ISO sensor Author(s): E. Miandji, H.-N. Nguyen, S. Hajisharif, J. Unger, C. Guillemot Published in: IEEE Trans. on Computational Imaging, Issue Dec. 2021, 2021, Page(s) 1369 - 1384, ISSN 2333-9403 Publisher: IEEE DOI: 10.1109/tci.2021.3132191 Compressively sampled light field reconstruction using orthogonal frequency selection and refinement Author(s): Fatma Hawary, Guillaume Boisson, Christine Guillemot, Philippe Guillotel Published in: Signal Processing: Image Communication, Issue 92, 2021, Page(s) 116087, ISSN 0923-5965 Publisher: Elsevier BV DOI: 10.1016/j.image.2020.116087 A learning-based view extrapolation method for axial super-resolution Author(s): Zhaolin Xiao, Jinglei Shi, Xiaoran Jiang, Christine Guillemot Published in: Neurocomputing, Issue 455, 2021, Page(s) 229-241, ISSN 0925-2312 Publisher: Elsevier BV DOI: 10.1016/j.neucom.2021.05.056 Compression of Plenoptic Point Cloud Attributes Using 6-D Point Clouds and 6-D Transforms Author(s): M. Krivokuca, E. Miandji, C. Guillemot, P. Chou Published in: IEEE Transactions on Multimedia, Issue Nov. 2021, 2021, ISSN 1941-0077 Publisher: IEEE DOI: 10.1109/tmm.2021.3129341 Deep Unrolling for Light Field Compressed Acquisition using Coded Masks Author(s): Guillaume Le Guludec, Christine Guillemot Published in: IEEE Access, Issue 21693536, 2022, Page(s) 1-17, ISSN 2169-3536 Publisher: Institute of Electrical and Electronics Engineers Inc. DOI: 10.1109/access.2022.3168362 Deep Residual Architecture Using Pixel and Feature Cues for View Synthesis and Temporal Interpolation Author(s): Jinglei Shi, Xiaoran Jiang, Christine Guillemot Published in: IEEE Trans. on Computational Imaging, Issue March 2022, 2022, ISSN 2333-9403 Publisher: IEEE DOI: 10.1109/tci.2022.3160671 Multi-Mask Camera Model for Compressed Acquisition of Light Fields Author(s): Hoai-Nam Nguyen, Ehsan Miandji, Christine Guillemot Published in: IEEE Transactions on Computational Imaging, Issue 7, 2021, Page(s) 191-208, ISSN 2333-9403 Publisher: IEEE DOI: 10.1109/tci.2021.3053702 Scene Flow Estimation From Sparse Light Fields Using a Local 4D Affine Model Author(s): Pierre David, Mikael Le Pendu, Christine Guillemot Published in: IEEE Transactions on Computational Imaging, Issue 6, 2020, Page(s) 791-805, ISSN 2333-9403 Publisher: IEEE DOI: 10.1109/tci.2020.2981200 Prediction and Sampling With Local Graph Transforms for Quasi-Lossless Light Field Compression Author(s): Mira Rizkallah, Thomas Maugey, Christine Guillemot Published in: IEEE Transactions on Image Processing, Issue 29, 2020, Page(s) 3282-3295, ISSN 1057-7149 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tip.2019.2959215 Light Field Compression With Homography-Based Low-Rank Approximation Author(s): Xiaoran Jiang, Mikael Le Pendu, Reuben A. Farrugia, Christine Guillemot Published in: IEEE Journal of Selected Topics in Signal Processing, Issue 11/7, 2017, Page(s) 1132-1145, ISSN 1932-4553 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/JSTSP.2017.2747078 Super Resolution of Light Field Images Using Linear Subspace Projection of Patch-Volumes Author(s): Reuben A. Farrugia, Christian Galea, Christine Guillemot Published in: IEEE Journal of Selected Topics in Signal Processing, Issue 11/7, 2017, Page(s) 1058-1071, ISSN 1932-4553 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/JSTSP.2017.2747127 Light Field Inpainting Propagation via Low Rank Matrix Completion Author(s): Mikael Le Pendu, Xiaoran Jiang, Christine Guillemot Published in: IEEE Transactions on Image Processing, Issue 27/4, 2018, Page(s) 1981-1993, ISSN 1057-7149 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/TIP.2018.2791864 Light Field Super-Resolution using a Low-Rank Prior and Deep Convolutional Neural Networks Author(s): Reuben Farrugia, Christine Guillemot Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence, Issue January 2019, 2019, Page(s) 1-1, ISSN 0162-8828 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tpami.2019.2893666 A Fourier Disparity Layer Representation for Light Fields Author(s): Mikael Le Pendu, Christine Guillemot, Aljosa Smolic Published in: IEEE Transactions on Image Processing, Issue 28/11, 2019, Page(s) 5740-5753, ISSN 1057-7149 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/TIP.2019.2922099 4D Anisotropic Diffusion Framework with PDEs for Light Field Regularization and Inverse Problems Author(s): Pierre Allain, Laurent Guillo, Christine Guillemot Published in: IEEE Transactions on Computational Imaging, Issue 06/2019, 2019, Page(s) 1-1, ISSN 2333-9403 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tci.2019.2919229 A Framework for Learning Depth From a Flexible Subset of Dense and Sparse Light Field Views Author(s): Jinglei Shi, Xiaoran Jiang, Christine Guillemot Published in: IEEE Transactions on Image Processing, Issue 28/12, 2019, Page(s) 5867-5880, ISSN 1057-7149 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tip.2019.2923323 Geometry-Aware Graph Transforms for Light Field Compact Representation Author(s): Mira Rizkallah, Xin Su, Thomas Maugey, Christine Guillemot Published in: IEEE Transactions on Image Processing, Issue 07/2019, 2019, Page(s) 1-1, ISSN 1057-7149 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tip.2019.2928873 Light Fields for Face Analysis Author(s): Chiara Galdi, Valeria Chiesa, Christoph Busch, Paulo Lobato Correia, Jean-Luc Dugelay, Christine Guillemot Published in: Sensors, Issue 19/12, 2019, Page(s) 2687, ISSN 1424-8220 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/s19122687 A simple framework to leverage state-of-the-art single-image super-resolution methods to restore light fields Author(s): Reuben A. Farrugia, Christine Guillemot Published in: Signal Processing: Image Communication, Issue Sept. 2019, 2019, Page(s) 115638, ISSN 0923-5965 Publisher: Elsevier BV DOI: 10.1016/j.image.2019.115638 Rate-Distortion Optimized Graph Coarsening and Partitioning for Light Field Coding Author(s): Mira Rizkallah, Thomas Maugey, Christine Guillemot Published in: IEEE Transactions on Image Processing, Issue 30, 2021, Page(s) 5518-5532, ISSN 1057-7149 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tip.2021.3085203 Deep Light Field Acquisition Using Learned Coded Mask Distributions for Color Filter Array Sensors Author(s): Guillaume Le Guludec; Ehsan Miandji; Christine Guillemot Published in: IEEE Transactions on Computational Imaging, Issue 1, 2021, ISSN 2333-9403 Publisher: IEEE DOI: 10.1109/tci.2021.3077131 A Lightweight Neural Network for Monocular View Generation with Occlusion Handling Author(s): Simon Evain, Christine Guillemot Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019, Page(s) 1-1, ISSN 0162-8828 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tpami.2019.2960689 Conference proceedings (26) Deep video frame rate up-conversion network using feature-based progressive residue refinement Author(s): J. Shi, X. Jiang, C. Guillemot Published in: 17th International Conference on Computer Vision Theory and Applications (VISAPP), Issue Feb. 2022, 2022 Publisher: Visigrapp Sphere Mapping for Feature Extraction From 360° Fish-Eye Captures Author(s): Fatma Hawary, Thomas Maugey, Christine Guillemot Published in: 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP), 2020, Page(s) 1-6, ISBN 978-1-7281-9320-5 Publisher: IEEE DOI: 10.1109/mmsp48831.2020.9287149 Colour Compression of Plenoptic Point Clouds Using Raht-Klt with Prior Colour Clustering and Specular/Diffuse Component Separation Author(s): Maja Krivokuca, Christine Guillemot Published in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Page(s) 1978-1982, ISBN 978-1-5090-6631-5 Publisher: IEEE DOI: 10.1109/icassp40776.2020.9053862 Color and Angular Reconstruction of Light Fields from Incomplete-Color Coded Projections Author(s): Hoai-Nam Nguyen, Christine Guillemot Published in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Page(s) 1494-1498, ISBN 978-1-5090-6631-5 Publisher: IEEE DOI: 10.1109/icassp40776.2020.9053559 Learning Fused Pixel and Feature-Based View Reconstructions for Light Fields Author(s): Jinglei Shi, Xiaoran Jiang, Christine Guillemot Published in: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, Page(s) 2552-2561, ISBN 978-1-7281-7168-5 Publisher: IEEE DOI: 10.1109/cvpr42600.2020.00263 Regularizing the Deep Image Prior with a Learned Denoiser for Linear Inverse Problems Author(s): R. Fermanian, M. Le Pendu, C. Guillemot Published in: IEEE 23rd workshop on Multimedia Siganl Processing, Issue Oct. 2021, 2021 Publisher: IEEE Light field compression using depth image based view synthesis Author(s): Xiaoran Jiang, Mikael Le Pendu, Christine Guillemot Published in: 2017 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), Issue July 2017, 2017, Page(s) 19-24, ISBN 978-1-5386-0560-8 Publisher: IEEE DOI: 10.1109/ICMEW.2017.8026313 Graph-based light fields representation and coding using geometry information Author(s): Xin Su, Mira Rizkallah, Thomas Maugey, Christine Guillemot Published in: 2017 IEEE International Conference on Image Processing (ICIP), Issue Sept. 2017, 2017, Page(s) 4023-4027, ISBN 978-1-5090-2175-8 Publisher: IEEE DOI: 10.1109/ICIP.2017.8297038 White lenslet image guided demosaicing for plenoptic cameras Author(s): Pierre David, Mikael Le Pendu, Christine Guillemot Published in: 2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP), Issue Oct. 2017, 2017, Page(s) 1-6, ISBN 978-1-5090-3649-3 Publisher: IEEE DOI: 10.1109/MMSP.2017.8122234 Epipolar Plane Diffusion: An Efficient Approach for Light Field Editing Author(s): Oriel Frigo and Christine Guillemot Published in: British Machine Vision Conference (BMVC), Issue Sept. 2017, 2017 Publisher: British Machine Vision Association (BMVA) Depth Estimation with Occlusion Handling from a Sparse Set of Light Field Views Author(s): Xiaoran Jiang, Mikael Le Pendu, Christine Guillemot Published in: 2018 25th IEEE International Conference on Image Processing (ICIP), Issue Sept. 2018, 2018, Page(s) 634-638, ISBN 978-1-4799-7061-2 Publisher: IEEE DOI: 10.1109/ICIP.2018.8451466 Rate-Distortion Optimized Super-Ray Merging for Light Field Compression Author(s): Xin Su, Mira Rizkallah, Thomas Mauzev, Christine Guillemot Published in: 2018 26th European Signal Processing Conference (EUSIPCO), Issue Sept. 2018, 2018, Page(s) 1850-1854, ISBN 978-9-0827-9701-5 Publisher: IEEE DOI: 10.23919/eusipco.2018.8553485 Graph-based Transforms for Predictive Light Field Compression based on Super-Pixels Author(s): Mira Rizkallah, Xin Su, Thomas Maugey, Christine Guillemot Published in: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Issue Apr. 2018, 2018, Page(s) 1718-1722, ISBN 978-1-5386-4658-8 Publisher: IEEE DOI: 10.1109/ICASSP.2018.8462288 High Dynamic Range Light Fields via Weighted Low Rank Approximation Author(s): Mikael Le Pendu, Christine Guillemot, Aljosa Smolic Published in: 2018 25th IEEE International Conference on Image Processing (ICIP), Issue Sept. 2018, 2018, Page(s) 1728-1732, ISBN 978-1-4799-7061-2 Publisher: IEEE DOI: 10.1109/ICIP.2018.8451584 Multi-Shot Single Sensor Light Field Camera Using a Color Coded Mask Author(s): Ehsan Miandji, Jonas Unger, Christine Guillemot Published in: 2018 26th European Signal Processing Conference (EUSIPCO), Issue Sept.2018, 2018, Page(s) 226-230, ISBN 978-9-0827-9701-5 Publisher: IEEE DOI: 10.23919/eusipco.2018.8553230 A Learning Based Depth Estimation Framework for 4D Densely and Sparsely Sampled Light Fields Author(s): Xiaoran Jiang, Jinglei Shi, Christine Guillemot Published in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Issue 05/2019, 2019, Page(s) 2257-2261, ISBN 978-1-4799-8131-1 Publisher: IEEE DOI: 10.1109/ICASSP.2019.8683773 Denoising of 3D Point Clouds Constructed from Light Fields Author(s): Christian Galea, Christine Guillemot Published in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Issue 05/2019, 2019, Page(s) 1882-1886, ISBN 978-1-4799-8131-1 Publisher: IEEE DOI: 10.1109/ICASSP.2019.8683548 Super-Ray Based Low Rank Approximation for Light Field Compression Author(s): Elian Dib, Mikael Le Pendu, Xiaoran Jiang, Christine Guillemot Published in: 2019 Data Compression Conference (DCC), Issue 03/2019, 2019, Page(s) 369-378, ISBN 978-1-7281-0657-1 Publisher: IEEE DOI: 10.1109/DCC.2019.00045 Light Field Denoising Using 4D Anisotropic Diffusion Author(s): Pierre Allain, Laurent Guillo, Christine Guillemot Published in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Issue 05/2019, 2019, Page(s) 1692-1696, ISBN 978-1-4799-8131-1 Publisher: IEEE DOI: 10.1109/ICASSP.2019.8682709 Graph-Based Spatio-Angular Prediction for Quasi-Lossless Compression of Light Fields Author(s): Mira Rizkallah, Thomas Maugey, Christine Guillemot Published in: 2019 Data Compression Conference (DCC), Issue 03/2019, 2019, Page(s) 379-388, ISBN 978-1-7281-0657-1 Publisher: IEEE DOI: 10.1109/DCC.2019.00046 Light Field Compression Using Fourier Disparity Layers Author(s): Elian Dib, Mikael Le Pendu, Christine Guillemot Published in: 2019 IEEE International Conference on Image Processing (ICIP), Issue 09/2019, 2019, Page(s) 3751-3755, ISBN 978-1-5386-6249-6 Publisher: IEEE DOI: 10.1109/icip.2019.8803756 3D Scene Modeling from Dense Video Light Fields Author(s): Xiaoran Jiang, Christian Galea, Laurent Guillo, Christine Guillemot Published in: 2018 International Conference on 3D Immersion (IC3D), Issue 12/2018, 2018, Page(s) 1-7, ISBN 978-1-5386-7590-8 Publisher: IEEE DOI: 10.1109/ic3d.2018.8657908 Sparse to Dense Scene Flow Estimation From Light Fields Author(s): Pierre David, Mikael Le Pendu, Christine Guillemot Published in: 2019 IEEE International Conference on Image Processing (ICIP), Issue 09/2019, 2019, Page(s) 3736-3740, ISBN 978-1-5386-6249-6 Publisher: IEEE DOI: 10.1109/icip.2019.8803520 Sub-Dip: Optimization On A Subspace With Deep Image Prior Regularization And Application To Superresolution Author(s): Alexander Sagel, Aline Roumy, Christine Guillemot Published in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Page(s) 2513-2517, ISBN 978-1-5090-6631-5 Publisher: IEEE DOI: 10.1109/icassp40776.2020.9054270 A Neural Network with Adversarial Loss for Light Field Synthesis from a Single Image Author(s): Simon Evain, Christine Guillemot Published in: Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2021, Page(s) 175-184, ISBN 978-989-758-488-6 Publisher: SCITEPRESS - Science and Technology Publications DOI: 10.5220/0010268701750184 Angularly Consistent Light Field Video Interpolation Author(s): Pierre David, Mikael Le Pendu, Christine Guillemot Published in: 2020 IEEE International Conference on Multimedia and Expo (ICME), 2020, Page(s) 1-6, ISBN 978-1-7281-1331-9 Publisher: IEEE DOI: 10.1109/icme46284.2020.9102968 Other (2) Light field image processing: overview and research issues Author(s): Christine Guillemot and Reuben Farrugia Published in: MMTC Communications - Frontiers, Issue vol. 12, No. 4, July 2017, 2017 Publisher: IEEE Multimedia Communications Technical Committee Light field video dataset captured by a R8 Raytrix camera (with disparity maps) Author(s): Guillo , Laurent; Jiang , Xiaoran; Lafruit , Gauthier; Guillemot , Christine Published in: https://hal.inria.fr/hal-01804578, Issue Apr. 2018, 2018 Publisher: MPEG Book chapters (1) Fast Light Field Inpainting Propagation Using Angular Warping and Color-Guided Disparity Interpolation Author(s): Pierre Allain, Laurent Guillo, Christine Guillemot Published in: Advanced Concepts for Intelligent Vision Systems - 19th International Conference, ACIVS 2018, Poitiers, France, September 24–27, 2018, Proceedings, Issue 11182, 2018, Page(s) 559-570, ISBN 978-3-030-01448-3 Publisher: Springer International Publishing DOI: 10.1007/978-3-030-01449-0_47 Thesis dissertations (1) Graph based transforms for compression of new imaging modalities Author(s): Rizkallah, Mira Published in: "Image Processing [eess.IV]. Université Rennes 1, 2019. English. ⟨NNT : 2019REN1S021⟩", Issue 4, 2019 Publisher: Univ. of Rennes Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
