Computational Light fields IMaging

Single Sensor Compressive Light Field Video Camera

Autori: Saghi Hajisharif, Ehsan Miandji, Christine Guillemot, Jonas Unger
Pubblicato in: Computer Graphics Forum, Numero 39/2, 2020, Pagina/e 463-474, ISSN 0167-7055
Editore: Blackwell Publishing Inc.
DOI: 10.1111/cgf.13944

Local Low Rank Approximation With a Parametric Disparity Model for Light Field Compression

Autori: Elian Dib, Mikael Le Pendu, Xiaoran Jiang, Christine Guillemot
Pubblicato in: IEEE Transactions on Image Processing, Numero 29, 2020, Pagina/e 9641-9653, ISSN 1057-7149
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tip.2020.3029655

Compressive HDR light field imaging using a single multi-ISO sensor

Autori: E. Miandji, H.-N. Nguyen, S. Hajisharif, J. Unger, C. Guillemot
Pubblicato in: IEEE Trans. on Computational Imaging, Numero Dec. 2021, 2021, Pagina/e 1369 - 1384, ISSN 2333-9403
Editore: IEEE
DOI: 10.1109/tci.2021.3132191

Compressively sampled light field reconstruction using orthogonal frequency selection and refinement

Autori: Fatma Hawary, Guillaume Boisson, Christine Guillemot, Philippe Guillotel
Pubblicato in: Signal Processing: Image Communication, Numero 92, 2021, Pagina/e 116087, ISSN 0923-5965
Editore: Elsevier BV
DOI: 10.1016/j.image.2020.116087

A learning-based view extrapolation method for axial super-resolution

Autori: Zhaolin Xiao, Jinglei Shi, Xiaoran Jiang, Christine Guillemot
Pubblicato in: Neurocomputing, Numero 455, 2021, Pagina/e 229-241, ISSN 0925-2312
Editore: 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

Autori: M. Krivokuca, E. Miandji, C. Guillemot, P. Chou
Pubblicato in: IEEE Transactions on Multimedia, Numero Nov. 2021, 2021, ISSN 1941-0077
Editore: IEEE
DOI: 10.1109/tmm.2021.3129341

Deep Unrolling for Light Field Compressed Acquisition using Coded Masks

Autori: Guillaume Le Guludec, Christine Guillemot
Pubblicato in: IEEE Access, Numero 21693536, 2022, Pagina/e 1-17, ISSN 2169-3536
Editore: 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

Autori: Jinglei Shi, Xiaoran Jiang, Christine Guillemot
Pubblicato in: IEEE Trans. on Computational Imaging, Numero March 2022, 2022, ISSN 2333-9403
Editore: IEEE
DOI: 10.1109/tci.2022.3160671

Multi-Mask Camera Model for Compressed Acquisition of Light Fields

Autori: Hoai-Nam Nguyen, Ehsan Miandji, Christine Guillemot
Pubblicato in: IEEE Transactions on Computational Imaging, Numero 7, 2021, Pagina/e 191-208, ISSN 2333-9403
Editore: IEEE
DOI: 10.1109/tci.2021.3053702

Scene Flow Estimation From Sparse Light Fields Using a Local 4D Affine Model

Autori: Pierre David, Mikael Le Pendu, Christine Guillemot
Pubblicato in: IEEE Transactions on Computational Imaging, Numero 6, 2020, Pagina/e 791-805, ISSN 2333-9403
Editore: IEEE
DOI: 10.1109/tci.2020.2981200

Prediction and Sampling With Local Graph Transforms for Quasi-Lossless Light Field Compression

Autori: Mira Rizkallah, Thomas Maugey, Christine Guillemot
Pubblicato in: IEEE Transactions on Image Processing, Numero 29, 2020, Pagina/e 3282-3295, ISSN 1057-7149
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tip.2019.2959215

Light Field Compression With Homography-Based Low-Rank Approximation

Autori: Xiaoran Jiang, Mikael Le Pendu, Reuben A. Farrugia, Christine Guillemot
Pubblicato in: IEEE Journal of Selected Topics in Signal Processing, Numero 11/7, 2017, Pagina/e 1132-1145, ISSN 1932-4553
Editore: 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

Autori: Reuben A. Farrugia, Christian Galea, Christine Guillemot
Pubblicato in: IEEE Journal of Selected Topics in Signal Processing, Numero 11/7, 2017, Pagina/e 1058-1071, ISSN 1932-4553
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSTSP.2017.2747127

Light Field Inpainting Propagation via Low Rank Matrix Completion

Autori: Mikael Le Pendu, Xiaoran Jiang, Christine Guillemot
Pubblicato in: IEEE Transactions on Image Processing, Numero 27/4, 2018, Pagina/e 1981-1993, ISSN 1057-7149
Editore: 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

Autori: Reuben Farrugia, Christine Guillemot
Pubblicato in: IEEE Transactions on Pattern Analysis and Machine Intelligence, Numero January 2019, 2019, Pagina/e 1-1, ISSN 0162-8828
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpami.2019.2893666

A Fourier Disparity Layer Representation for Light Fields

Autori: Mikael Le Pendu, Christine Guillemot, Aljosa Smolic
Pubblicato in: IEEE Transactions on Image Processing, Numero 28/11, 2019, Pagina/e 5740-5753, ISSN 1057-7149
Editore: 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

Autori: Pierre Allain, Laurent Guillo, Christine Guillemot
Pubblicato in: IEEE Transactions on Computational Imaging, Numero 06/2019, 2019, Pagina/e 1-1, ISSN 2333-9403
Editore: 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

Autori: Jinglei Shi, Xiaoran Jiang, Christine Guillemot
Pubblicato in: IEEE Transactions on Image Processing, Numero 28/12, 2019, Pagina/e 5867-5880, ISSN 1057-7149
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tip.2019.2923323

Geometry-Aware Graph Transforms for Light Field Compact Representation

Autori: Mira Rizkallah, Xin Su, Thomas Maugey, Christine Guillemot
Pubblicato in: IEEE Transactions on Image Processing, Numero 07/2019, 2019, Pagina/e 1-1, ISSN 1057-7149
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tip.2019.2928873

Light Fields for Face Analysis

Autori: Chiara Galdi, Valeria Chiesa, Christoph Busch, Paulo Lobato Correia, Jean-Luc Dugelay, Christine Guillemot
Pubblicato in: Sensors, Numero 19/12, 2019, Pagina/e 2687, ISSN 1424-8220
Editore: 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

Autori: Reuben A. Farrugia, Christine Guillemot
Pubblicato in: Signal Processing: Image Communication, Numero Sept. 2019, 2019, Pagina/e 115638, ISSN 0923-5965
Editore: Elsevier BV
DOI: 10.1016/j.image.2019.115638

Rate-Distortion Optimized Graph Coarsening and Partitioning for Light Field Coding

Autori: Mira Rizkallah, Thomas Maugey, Christine Guillemot
Pubblicato in: IEEE Transactions on Image Processing, Numero 30, 2021, Pagina/e 5518-5532, ISSN 1057-7149
Editore: 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

Autori: Guillaume Le Guludec; Ehsan Miandji; Christine Guillemot
Pubblicato in: IEEE Transactions on Computational Imaging, Numero 1, 2021, ISSN 2333-9403
Editore: IEEE
DOI: 10.1109/tci.2021.3077131

A Lightweight Neural Network for Monocular View Generation with Occlusion Handling

Autori: Simon Evain, Christine Guillemot
Pubblicato in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019, Pagina/e 1-1, ISSN 0162-8828
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpami.2019.2960689

Deep video frame rate up-conversion network using feature-based progressive residue refinement

Autori: J. Shi, X. Jiang, C. Guillemot
Pubblicato in: 17th International Conference on Computer Vision Theory and Applications (VISAPP), Numero Feb. 2022, 2022
Editore: Visigrapp

Sphere Mapping for Feature Extraction From 360° Fish-Eye Captures

Autori: Fatma Hawary, Thomas Maugey, Christine Guillemot
Pubblicato in: 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP), 2020, Pagina/e 1-6, ISBN 978-1-7281-9320-5
Editore: 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

Autori: Maja Krivokuca, Christine Guillemot
Pubblicato in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Pagina/e 1978-1982, ISBN 978-1-5090-6631-5
Editore: IEEE
DOI: 10.1109/icassp40776.2020.9053862

Color and Angular Reconstruction of Light Fields from Incomplete-Color Coded Projections

Autori: Hoai-Nam Nguyen, Christine Guillemot
Pubblicato in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Pagina/e 1494-1498, ISBN 978-1-5090-6631-5
Editore: IEEE
DOI: 10.1109/icassp40776.2020.9053559

Learning Fused Pixel and Feature-Based View Reconstructions for Light Fields

Autori: Jinglei Shi, Xiaoran Jiang, Christine Guillemot
Pubblicato in: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, Pagina/e 2552-2561, ISBN 978-1-7281-7168-5
Editore: IEEE
DOI: 10.1109/cvpr42600.2020.00263

Regularizing the Deep Image Prior with a Learned Denoiser for Linear Inverse Problems

Autori: R. Fermanian, M. Le Pendu, C. Guillemot
Pubblicato in: IEEE 23rd workshop on Multimedia Siganl Processing, Numero Oct. 2021, 2021
Editore: IEEE

Light field compression using depth image based view synthesis

Autori: Xiaoran Jiang, Mikael Le Pendu, Christine Guillemot
Pubblicato in: 2017 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), Numero July 2017, 2017, Pagina/e 19-24, ISBN 978-1-5386-0560-8
Editore: IEEE
DOI: 10.1109/ICMEW.2017.8026313

Graph-based light fields representation and coding using geometry information

Autori: Xin Su, Mira Rizkallah, Thomas Maugey, Christine Guillemot
Pubblicato in: 2017 IEEE International Conference on Image Processing (ICIP), Numero Sept. 2017, 2017, Pagina/e 4023-4027, ISBN 978-1-5090-2175-8
Editore: IEEE
DOI: 10.1109/ICIP.2017.8297038

White lenslet image guided demosaicing for plenoptic cameras

Autori: Pierre David, Mikael Le Pendu, Christine Guillemot
Pubblicato in: 2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP), Numero Oct. 2017, 2017, Pagina/e 1-6, ISBN 978-1-5090-3649-3
Editore: IEEE
DOI: 10.1109/MMSP.2017.8122234

Epipolar Plane Diffusion: An Efficient Approach for Light Field Editing

Autori: Oriel Frigo and Christine Guillemot
Pubblicato in: British Machine Vision Conference (BMVC), Numero Sept. 2017, 2017
Editore: British Machine Vision Association (BMVA)

Depth Estimation with Occlusion Handling from a Sparse Set of Light Field Views

Autori: Xiaoran Jiang, Mikael Le Pendu, Christine Guillemot
Pubblicato in: 2018 25th IEEE International Conference on Image Processing (ICIP), Numero Sept. 2018, 2018, Pagina/e 634-638, ISBN 978-1-4799-7061-2
Editore: IEEE
DOI: 10.1109/ICIP.2018.8451466

Rate-Distortion Optimized Super-Ray Merging for Light Field Compression

Autori: Xin Su, Mira Rizkallah, Thomas Mauzev, Christine Guillemot
Pubblicato in: 2018 26th European Signal Processing Conference (EUSIPCO), Numero Sept. 2018, 2018, Pagina/e 1850-1854, ISBN 978-9-0827-9701-5
Editore: IEEE
DOI: 10.23919/eusipco.2018.8553485

Graph-based Transforms for Predictive Light Field Compression based on Super-Pixels

Autori: Mira Rizkallah, Xin Su, Thomas Maugey, Christine Guillemot
Pubblicato in: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Numero Apr. 2018, 2018, Pagina/e 1718-1722, ISBN 978-1-5386-4658-8
Editore: IEEE
DOI: 10.1109/ICASSP.2018.8462288

High Dynamic Range Light Fields via Weighted Low Rank Approximation

Autori: Mikael Le Pendu, Christine Guillemot, Aljosa Smolic
Pubblicato in: 2018 25th IEEE International Conference on Image Processing (ICIP), Numero Sept. 2018, 2018, Pagina/e 1728-1732, ISBN 978-1-4799-7061-2
Editore: IEEE
DOI: 10.1109/ICIP.2018.8451584

Multi-Shot Single Sensor Light Field Camera Using a Color Coded Mask

Autori: Ehsan Miandji, Jonas Unger, Christine Guillemot
Pubblicato in: 2018 26th European Signal Processing Conference (EUSIPCO), Numero Sept.2018, 2018, Pagina/e 226-230, ISBN 978-9-0827-9701-5
Editore: IEEE
DOI: 10.23919/eusipco.2018.8553230

A Learning Based Depth Estimation Framework for 4D Densely and Sparsely Sampled Light Fields

Autori: Xiaoran Jiang, Jinglei Shi, Christine Guillemot
Pubblicato in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Numero 05/2019, 2019, Pagina/e 2257-2261, ISBN 978-1-4799-8131-1
Editore: IEEE
DOI: 10.1109/ICASSP.2019.8683773

Denoising of 3D Point Clouds Constructed from Light Fields

Autori: Christian Galea, Christine Guillemot
Pubblicato in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Numero 05/2019, 2019, Pagina/e 1882-1886, ISBN 978-1-4799-8131-1
Editore: IEEE
DOI: 10.1109/ICASSP.2019.8683548

Super-Ray Based Low Rank Approximation for Light Field Compression

Autori: Elian Dib, Mikael Le Pendu, Xiaoran Jiang, Christine Guillemot
Pubblicato in: 2019 Data Compression Conference (DCC), Numero 03/2019, 2019, Pagina/e 369-378, ISBN 978-1-7281-0657-1
Editore: IEEE
DOI: 10.1109/DCC.2019.00045

Light Field Denoising Using 4D Anisotropic Diffusion

Autori: Pierre Allain, Laurent Guillo, Christine Guillemot
Pubblicato in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Numero 05/2019, 2019, Pagina/e 1692-1696, ISBN 978-1-4799-8131-1
Editore: IEEE
DOI: 10.1109/ICASSP.2019.8682709

Graph-Based Spatio-Angular Prediction for Quasi-Lossless Compression of Light Fields

Autori: Mira Rizkallah, Thomas Maugey, Christine Guillemot
Pubblicato in: 2019 Data Compression Conference (DCC), Numero 03/2019, 2019, Pagina/e 379-388, ISBN 978-1-7281-0657-1
Editore: IEEE
DOI: 10.1109/DCC.2019.00046

Light Field Compression Using Fourier Disparity Layers

Autori: Elian Dib, Mikael Le Pendu, Christine Guillemot
Pubblicato in: 2019 IEEE International Conference on Image Processing (ICIP), Numero 09/2019, 2019, Pagina/e 3751-3755, ISBN 978-1-5386-6249-6
Editore: IEEE
DOI: 10.1109/icip.2019.8803756

3D Scene Modeling from Dense Video Light Fields

Autori: Xiaoran Jiang, Christian Galea, Laurent Guillo, Christine Guillemot
Pubblicato in: 2018 International Conference on 3D Immersion (IC3D), Numero 12/2018, 2018, Pagina/e 1-7, ISBN 978-1-5386-7590-8
Editore: IEEE
DOI: 10.1109/ic3d.2018.8657908

Sparse to Dense Scene Flow Estimation From Light Fields

Autori: Pierre David, Mikael Le Pendu, Christine Guillemot
Pubblicato in: 2019 IEEE International Conference on Image Processing (ICIP), Numero 09/2019, 2019, Pagina/e 3736-3740, ISBN 978-1-5386-6249-6
Editore: IEEE
DOI: 10.1109/icip.2019.8803520

Sub-Dip: Optimization On A Subspace With Deep Image Prior Regularization And Application To Superresolution

Autori: Alexander Sagel, Aline Roumy, Christine Guillemot
Pubblicato in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Pagina/e 2513-2517, ISBN 978-1-5090-6631-5
Editore: IEEE
DOI: 10.1109/icassp40776.2020.9054270

A Neural Network with Adversarial Loss for Light Field Synthesis from a Single Image

Autori: Simon Evain, Christine Guillemot
Pubblicato in: Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2021, Pagina/e 175-184, ISBN 978-989-758-488-6
Editore: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0010268701750184

Angularly Consistent Light Field Video Interpolation

Autori: Pierre David, Mikael Le Pendu, Christine Guillemot
Pubblicato in: 2020 IEEE International Conference on Multimedia and Expo (ICME), 2020, Pagina/e 1-6, ISBN 978-1-7281-1331-9
Editore: IEEE
DOI: 10.1109/icme46284.2020.9102968

Light field image processing: overview and research issues

Autori: Christine Guillemot and Reuben Farrugia
Pubblicato in: MMTC Communications - Frontiers, Numero vol. 12, No. 4, July 2017, 2017
Editore: IEEE Multimedia Communications Technical Committee

Light field video dataset captured by a R8 Raytrix camera (with disparity maps)

Autori: Guillo , Laurent; Jiang , Xiaoran; Lafruit , Gauthier; Guillemot , Christine
Pubblicato in: https://hal.inria.fr/hal-01804578, Numero Apr. 2018, 2018
Editore: MPEG

Fast Light Field Inpainting Propagation Using Angular Warping and Color-Guided Disparity Interpolation

Autori: Pierre Allain, Laurent Guillo, Christine Guillemot
Pubblicato in: Advanced Concepts for Intelligent Vision Systems - 19th International Conference, ACIVS 2018, Poitiers, France, September 24–27, 2018, Proceedings, Numero 11182, 2018, Pagina/e 559-570, ISBN 978-3-030-01448-3
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-01449-0_47

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