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Christine Guillemot
Christine M. Guillemot
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2020 – today
- 2024
- [j109]Jinglei Shi, Yihong Xu, Christine Guillemot:
Learning Kernel-Modulated Neural Representation for Efficient Light Field Compression. IEEE Trans. Image Process. 33: 4060-4074 (2024) - [c199]Davi Rabbouni Freitas, Ricardo L. de Queiroz, Ioan Tabus, Christine Guillemot:
A Comparative Assessment of Implicit and Explicit Plenoptic Scene Representations. MMSP 2024: 1-6 - [c198]Samuel Willingham, Mårten Sjöström, Christine Guillemot:
Training Methods for Regularizing Gradients on Multi-Task Image Restoration Problems. VISIGRAPP (3): VISAPP 2024: 145-153 - [i27]Fatemeh Ghorbani Lohesara, Davi Rabbouni Freitas, Christine Guillemot, Karen Eguiazarian, Sebastian Knorr:
Headset: Human emotion awareness under partial occlusions multimodal dataset. CoRR abs/2402.09107 (2024) - 2023
- [j108]Arthur Lecert, Aline Roumy, Renaud Fraisse, Christine Guillemot:
GAN Architecture Leveraging a Retinex Model With Colored Illumination for Low-Light Image Restoration. IEEE Access 11: 84574-84588 (2023) - [j107]Brandon Le Bon, Mikaël Le Pendu, Christine Guillemot:
Joint Fourier Disparity Layers Unrolling With Learned View Synthesis for Light Field Reconstruction From Few-Shots Focal Stacks. IEEE Access 11: 123350-123360 (2023) - [j106]Zhaolin Xiao, Yinhai Liu, Haiyan Jin, Christine Guillemot:
ZEPI-Net: Light Field Super Resolution via Internal Cross-Scale Epipolar Plane Image Zero-Shot Learning. Neural Process. Lett. 55(2): 1649-1662 (2023) - [j105]Mikael Le Pendu, Christine Guillemot:
Preconditioned Plug-and-Play ADMM with Locally Adjustable Denoiser for Image Restoration. SIAM J. Imaging Sci. 16(1): 393-422 (2023) - [j104]Rita Fermanian, Mikael Le Pendu, Christine Guillemot:
PnP-ReG: Learned Regularizing Gradient for Plug-and-Play Gradient Descent. SIAM J. Imaging Sci. 16(2): 585-613 (2023) - [j103]Maja Krivokuca, Ehsan Miandji, Christine Guillemot, Philip A. Chou:
Compression of Plenoptic Point Cloud Attributes Using 6-D Point Clouds and 6-D Transforms. IEEE Trans. Multim. 25: 593-607 (2023) - [j102]Fatemeh Ghorbani Lohesara, Davi Rabbouni Freitas, Christine Guillemot, Karen Egiazarian, Sebastian Knorr:
HEADSET: Human Emotion Awareness under Partial Occlusions Multimodal DataSET. IEEE Trans. Vis. Comput. Graph. 29(11): 4686-4696 (2023) - [c197]Davi Rabbouni Freitas, Christine Guillemot, Ioan Tabus:
Compression of PlenOctree Model Attributes Enabling Fast Communication and Rendering of Neural Radiance Fields. EUSIPCO 2023: 590-594 - [c196]Brandon Le Bon, Mikaël Le Pendu, Christine Guillemot:
Stochastic Unrolled Proximal Point Algorithm for Linear Image Inverse Problems. EUSIPCO 2023: 1215-1219 - [c195]Samuel Willingham, Mårten Sjöström, Christine Guillemot:
Prior for Multi-Task Inverse Problems in Image Reconstruction Using Deep Equilibrium Models. EUSIPCO 2023: 1220-1224 - [c194]Pascal Bacchus, Renaud Fraisse, Aline Roumy, Christine Guillemot:
Joint Compression and Demosaicking For Satellite Images. ICASSP 2023: 1-5 - [c193]Brandon Le Bon, Mikaël Le Pendu, Christine Guillemot:
Unrolled Fourier Disparity Layer Optimization for Scene Reconstruction from Few-Shots Focal Stacks. ICASSP 2023: 1-5 - [c192]Guillaume Le Guludec, Christine Guillemot:
Joint Neural Representation for Multiple Light Fields. ICASSP 2023: 1-5 - [c191]Jinglei Shi, Christine Guillemot:
Light Field Compression Via Compact Neural Scene Representation. ICASSP 2023: 1-5 - [c190]Pascal Bacchus, Renaud Fraisse, Christine Guillemot, Aline Roumy:
Filtered Residual Compression for Satellite Images. IGARSS 2023: 5131-5134 - [c189]Rita Fermanian, Thomas Maugey, Christine Guillemot:
SphereDRUNet: A Spherical Denoiser for Omnidirectional Images. ISMAR-Adjunct 2023: 417-422 - [c188]Kai Gu, Thomas Maugey, Sebastian Knorr, Christine Guillemot:
Vanishing Point Aided Hash-Frequency Encoding for Neural Radiance Fields (NeRF) from Sparse 360°Input. ISMAR 2023: 1142-1151 - [i26]Jinglei Shi, Yihong Xu, Christine Guillemot:
Learning Kernel-Modulated Neural Representation for Efficient Light Field Compression. CoRR abs/2307.06143 (2023) - [i25]Yiqun Liu, Marc Rivière, Thomas Guionnet, Aline Roumy, Christine Guillemot:
CNN-based Prediction of Partition Path for VVC Fast Inter Partitioning Using Motion Fields. CoRR abs/2310.13838 (2023) - [i24]Yiqun Liu, Mohsen Abdoli, Thomas Guionnet, Christine Guillemot, Aline Roumy:
Statistical Analysis of Inter Coding in VVC Test Model (VTM). CoRR abs/2312.10406 (2023) - [i23]Yiqun Liu, Mohsen Abdoli, Thomas Guionnet, Christine Guillemot, Aline Roumy:
Light-weight CNN-based VVC Inter Partitioning Acceleration. CoRR abs/2312.10567 (2023) - 2022
- [j101]Guillaume Le Guludec, Christine Guillemot:
Deep Unrolling for Light Field Compressed Acquisition Using Coded Masks. IEEE Access 10: 42933-42948 (2022) - [j100]Zhaolin Xiao, Jinglei Shi, Xiaoran Jiang, Christine Guillemot:
Axial refocusing precision model with light fields. Signal Process. Image Commun. 106: 116721 (2022) - [j99]Jinglei Shi, Xiaoran Jiang, Christine Guillemot:
Deep Residual Architecture Using Pixel and Feature Cues for View Synthesis and Temporal Interpolation. IEEE Trans. Computational Imaging 8: 246-259 (2022) - [j98]Patrick Garus, Félix Henry, Joël Jung, Thomas Maugey, Christine Guillemot:
Immersive Video Coding: Should Geometry Information Be Transmitted as Depth Maps? IEEE Trans. Circuits Syst. Video Technol. 32(5): 3250-3264 (2022) - [j97]Meng Zhang, Haiyan Jin, Zhaolin Xiao, Christine Guillemot:
A Light Field FDL-HCGH Feature in Scale-Disparity Space. IEEE Trans. Image Process. 31: 6164-6174 (2022) - [j96]Xiaoran Jiang, Jinglei Shi, Christine Guillemot:
An Untrained Neural Network Prior for Light Field Compression. IEEE Trans. Image Process. 31: 6922-6936 (2022) - [j95]Hadi Amirpour, Christine Guillemot, Mohammed Ghanbari, Christian Timmerer:
Advanced Scalability for Light Field Image Coding. IEEE Trans. Image Process. 31: 7435-7448 (2022) - [j94]Tanaboon Tongbuasirilai, Jonas Unger, Christine Guillemot, Ehsan Miandji:
A Sparse Non-parametric BRDF Model. ACM Trans. Graph. 41(5): 181:1-181:18 (2022) - [c187]Hadi Amirpour, Christine Guillemot, Christian Timmerer:
FuRA: Fully Random Access Light Field Image Compression. EUVIP 2022: 1-6 - [c186]Arthur Lecert, Renaud Fraisse, Aline Roumy, Christine Guillemot:
A New Regularization for Retinex Decomposition of Low-Light Images. ICIP 2022: 906-910 - [c185]Yiqun Liu, Mohsen Abdoli, Thomas Guionnet, Christine Guillemot, Aline Roumy:
Statistical Analysis of Inter Coding in VVC Test Model (VTM). ICIP 2022: 3456-3459 - [c184]Kai Gu, Thomas Maugey, Sebastian Knorr, Christine Guillemot:
Omni-NeRF: Neural Radiance Field from 360° Image Captures. ICME 2022: 1-6 - [c183]Pascal Bacchus, Renaud Fraisse, Aline Roumy, Christine Guillemot:
Quasi Lossless Satellite Image Compression. IGARSS 2022: 1532-1535 - [c182]Yiqun Liu, Mohsen Abdoli, Thomas Guionnet, Christine Guillemot, Aline Roumy:
Light-Weight CNN-Based VVC Inter Partitioning Acceleration. IVMSP 2022: 1-5 - [c181]Patrick Garus, Félix Henry, Thomas Maugey, Christine Guillemot:
Motion Compensation-based Low-Complexity Decoder Side Depth Estimation for MPEG Immersive Video. MMSP 2022: 1-6 - [c180]Patrick Garus, Félix Henry, Thomas Maugey, Christine Guillemot:
Decoder Side Multiplane Images using Geometry Assistance SEI for MPEG Immersive Video. MMSP 2022: 1-6 - [c179]Jinglei Shi, Xiaoran Jiang, Christine Guillemot:
Deep Video Frame Rate Up-conversion Network using Feature-based Progressive Residue Refinement. VISIGRAPP (4: VISAPP) 2022: 331-339 - [i22]Rita Fermanian, Mikael Le Pendu, Christine Guillemot:
Learned Gradient of a Regularizer for Plug-and-Play Gradient Descent. CoRR abs/2204.13940 (2022) - 2021
- [j93]Zhaolin Xiao, Jinglei Shi, Xiaoran Jiang, Christine Guillemot:
A learning-based view extrapolation method for axial super-resolution. Neurocomputing 455: 229-241 (2021) - [j92]Simon Evain, Christine Guillemot:
A Lightweight Neural Network for Monocular View Generation With Occlusion Handling. IEEE Trans. Pattern Anal. Mach. Intell. 43(6): 1832-1844 (2021) - [j91]Fatma Hawary, Guillaume Boisson, Christine Guillemot, Philippe Guillotel:
Compressively sampled light field reconstruction using orthogonal frequency selection and refinement. Signal Process. Image Commun. 92: 116087 (2021) - [j90]Hoai-Nam Nguyen, Ehsan Miandji, Christine Guillemot:
Multi-Mask Camera Model for Compressed Acquisition of Light Fields. IEEE Trans. Computational Imaging 7: 191-208 (2021) - [j89]Guillaume Le Guludec, Ehsan Miandji, Christine Guillemot:
Deep Light Field Acquisition Using Learned Coded Mask Distributions for Color Filter Array Sensors. IEEE Trans. Computational Imaging 7: 475-488 (2021) - [j88]Ehsan Miandji, Hoai-Nam Nguyen, Saghi Hajisharif, Jonas Unger, Christine Guillemot:
Compressive HDR Light Field Imaging Using a Single Multi-ISO Sensor. IEEE Trans. Computational Imaging 7: 1369-1384 (2021) - [j87]Mira Rizkallah, Thomas Maugey, Christine Guillemot:
Rate-Distortion Optimized Graph Coarsening and Partitioning for Light Field Coding. IEEE Trans. Image Process. 30: 5518-5532 (2021) - [c178]Zhaolin Xiao, Meng Zhang, Haiyan Jin, Christine Guillemot:
A Light Field FDL-HSIFT Feature in Scale-Disparity Space. ICIP 2021: 1549-1553 - [c177]Joakim Edlund, Christine Guillemot, Mårten Sjöström:
Analysis of Top-Down Connections in Multi-Layered Convolutional Sparse Coding. MMSP 2021: 1-6 - [c176]Rita Fermanian, Mikael Le Pendu, Christine Guillemot:
Regularizing the Deep Image Prior with a Learned Denoiser for Linear Inverse Problems. MMSP 2021: 1-6 - [c175]Simon Evain, Christine Guillemot:
A Neural Network with Adversarial Loss for Light Field Synthesis from a Single Image. VISIGRAPP (5: VISAPP) 2021: 175-184 - [i21]Zhaolin Xiao, Jinglei Shi, Xiaoran Jiang, Christine Guillemot:
A learning-based view extrapolation method for axial super-resolution. CoRR abs/2103.06510 (2021) - [i20]Mikael Le Pendu, Christine Guillemot:
Preconditioned Plug-and-Play ADMM with Locally Adjustable Denoiser for Image Restoration. CoRR abs/2110.00493 (2021) - 2020
- [j86]Saghi Hajisharif, Ehsan Miandji, Christine Guillemot, Jonas Unger:
Single Sensor Compressive Light Field Video Camera. Comput. Graph. Forum 39(2): 463-474 (2020) - [j85]Reuben A. Farrugia, Christine Guillemot:
Light Field Super-Resolution Using a Low-Rank Prior and Deep Convolutional Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 42(5): 1162-1175 (2020) - [j84]Reuben A. Farrugia, Christine Guillemot:
A simple framework to leverage state-of-the-art single-image super-resolution methods to restore light fields. Signal Process. Image Commun. 80 (2020) - [j83]Pierre Allain, Laurent Guillo, Christine Guillemot:
Four-Dimensional Anisotropic Diffusion Framework With PDEs for Light Field Regularization and Inverse Problems. IEEE Trans. Computational Imaging 6: 109-124 (2020) - [j82]Pierre David, Mikaël Le Pendu, Christine Guillemot:
Scene Flow Estimation From Sparse Light Fields Using a Local 4D Affine Model. IEEE Trans. Computational Imaging 6: 791-805 (2020) - [j81]Mira Rizkallah, Xin Su, Thomas Maugey, Christine Guillemot:
Geometry-Aware Graph Transforms for Light Field Compact Representation. IEEE Trans. Image Process. 29: 602-616 (2020) - [j80]Thierry Dumas, Aline Roumy, Christine Guillemot:
Context-Adaptive Neural Network-Based Prediction for Image Compression. IEEE Trans. Image Process. 29: 679-693 (2020) - [j79]David Gommelet, Julien Le Tanou, Aline Roumy, Michaël Ropert, Christine Guillemot:
Optical-Flow Based Nonlinear Weighted Prediction for SDR and Backward Compatible HDR Video Coding. IEEE Trans. Image Process. 29: 2123-2138 (2020) - [j78]Mira Rizkallah, Thomas Maugey, Christine Guillemot:
Prediction and Sampling With Local Graph Transforms for Quasi-Lossless Light Field Compression. IEEE Trans. Image Process. 29: 3282-3295 (2020) - [j77]Elian Dib, Mikaël Le Pendu, Xiaoran Jiang, Christine Guillemot:
Local Low Rank Approximation With a Parametric Disparity Model for Light Field Compression. IEEE Trans. Image Process. 29: 9641-9653 (2020) - [c174]Jinglei Shi, Xiaoran Jiang, Christine Guillemot:
Learning Fused Pixel and Feature-Based View Reconstructions for Light Fields. CVPR 2020: 2552-2561 - [c173]Hoai-Nam Nguyen, Christine Guillemot:
Color and Angular Reconstruction of Light Fields from Incomplete-Color Coded Projections. ICASSP 2020: 1494-1498 - [c172]Maja Krivokuca, Christine Guillemot:
Colour Compression of Plenoptic Point Clouds Using Raht-Klt with Prior Colour Clustering and Specular/Diffuse Component Separation. ICASSP 2020: 1978-1982 - [c171]Alexander Sagel, Aline Roumy, Christine Guillemot:
Sub-Dip: Optimization On A Subspace With Deep Image Prior Regularization And Application To Superresolution. ICASSP 2020: 2513-2517 - [c170]Pierre David, Mikaël Le Pendu, Christine Guillemot:
Angularly Consistent Light Field Video Interpolation. ICME 2020: 1-6 - [c169]Fatma Hawary, Thomas Maugey, Christine Guillemot:
Sphere Mapping for Feature Extraction From 360° Fish-Eye Captures. MMSP 2020: 1-6 - [i19]Simon Evain, Christine Guillemot:
A Lightweight Neural Network for Monocular View Generation with Occlusion Handling. CoRR abs/2007.12577 (2020)
2010 – 2019
- 2019
- [j76]Chiara Galdi, Valeria Chiesa, Christoph Busch, Paulo Lobato Correia, Jean-Luc Dugelay, Christine Guillemot:
Light Fields for Face Analysis. Sensors 19(12): 2687 (2019) - [j75]Mikaël Le Pendu, Christine Guillemot, Aljosa Smolic:
A Fourier Disparity Layer Representation for Light Fields. IEEE Trans. Image Process. 28(11): 5740-5753 (2019) - [j74]Jinglei Shi, Xiaoran Jiang, Christine Guillemot:
A Framework for Learning Depth From a Flexible Subset of Dense and Sparse Light Field Views. IEEE Trans. Image Process. 28(12): 5867-5880 (2019) - [c168]Elian Dib, Mikael Le Pendu, Xiaoran Jiang, Christine Guillemot:
Super-Ray Based Low Rank Approximation for Light Field Compression. DCC 2019: 369-378 - [c167]Mira Rizkallah, Thomas Maugey, Christine Guillemot:
Graph-Based Spatio-Angular Prediction for Quasi-Lossless Compression of Light Fields. DCC 2019: 379-388 - [c166]Jean Bégaint, Franck Galpin, Philippe Guillotel, Christine Guillemot:
Deep Frame Interpolation for Video Compression. DCC 2019: 556 - [c165]Pierre Allain, Laurent Guillo, Christine Guillemot:
Light Field Denoising Using 4D Anisotropic Diffusion. ICASSP 2019: 1692-1696 - [c164]Christian Galea, Christine Guillemot:
Denoising of 3D Point Clouds Constructed from Light Fields. ICASSP 2019: 1882-1886 - [c163]Xiaoran Jiang, Jinglei Shi, Christine Guillemot:
A Learning Based Depth Estimation Framework for 4D Densely and Sparsely Sampled Light Fields. ICASSP 2019: 2257-2261 - [c162]Matthieu Hog, Neus Sabater, Christine Guillemot:
Long Short Term Memory Networks for Light Field View Synthesis. ICIP 2019: 724-728 - [c161]Pierre David, Mikaël Le Pendu, Christine Guillemot:
Sparse to Dense Scene Flow Estimation From Light Fields. ICIP 2019: 3736-3740 - [c160]Elian Dib, Mikaël Le Pendu, Christine Guillemot:
Light Field Compression Using Fourier Disparity Layers. ICIP 2019: 3751-3755 - [c159]Patrick Garus, Joël Jung, Thomas Maugey, Christine Guillemot:
Bypassing Depth Maps Transmission For Immersive Video Coding. PCS 2019: 1-5 - [i18]Mikael Le Pendu, Christine Guillemot, Aljosa Smolic:
A Fourier Disparity Layer representation for Light Fields. CoRR abs/1901.06919 (2019) - [i17]Mira Rizkallah, Thomas Maugey, Christine Guillemot:
Prediction and Sampling with Local Graph Transforms for Quasi-Lossless Light Field Compression. CoRR abs/1903.03546 (2019) - [i16]Mira Rizkallah, Xin Su, Thomas Maugey, Christine Guillemot:
Geometry-Aware Graph Transforms for Light Field Compact Representation. CoRR abs/1903.03556 (2019) - 2018
- [j73]Jean Bégaint, Dominique Thoreau, Philippe Guillotel, Christine Guillemot:
Region-Based Prediction for Image Compression in the Cloud. IEEE Trans. Image Process. 27(4): 1835-1846 (2018) - [j72]Mikael Le Pendu, Xiaoran Jiang, Christine Guillemot:
Light Field Inpainting Propagation via Low Rank Matrix Completion. IEEE Trans. Image Process. 27(4): 1981-1993 (2018) - [c158]Pierre Allain, Laurent Guillo, Christine Guillemot:
Fast Light Field Inpainting Propagation Using Angular Warping and Color-Guided Disparity Interpolation. ACIVS 2018: 559-570 - [c157]Matthieu Hog, Neus Sabater, Christine Guillemot:
Dynamic Super-Rays for Efficient Light Field Video Processing. BMVC 2018: 66 - [c156]Ehsan Miandji, Jonas Unger, Christine Guillemot:
Multi-Shot Single Sensor Light Field Camera Using a Color Coded Mask. EUSIPCO 2018: 226-230 - [c155]Mira Rizkallah, Francesca De Simone, Thomas Maugey, Christine Guillemot, Pascal Frossard:
Rate Distortion Optimized Graph Partitioning for Omnidirectional Image Coding. EUSIPCO 2018: 897-901 - [c154]Xin Su, Mira Rizkallah, Thomas Mauzev, Christine Guillemot:
Rate-Distortion Optimized Super-Ray Merging for Light Field Compression. EUSIPCO 2018: 1850-1854 - [c153]Xiaoran Jiang, Christian Galea, Laurent Guillo, Christine Guillemot:
3D Scene Modeling from Dense Video Light Fields. IC3D 2018: 1-7 - [c152]Thierry Dumas, Aline Roumy, Christine Guillemot:
Autoencoder Based Image Compression: Can the Learning be Quantization Independent? ICASSP 2018: 1188-1192 - [c151]Mira Rizkallah, Xin Su, Thomas Maugey, Christine Guillemot:
Graph-based Transforms for Predictive Light Field Compression based on Super-Pixels. ICASSP 2018: 1718-1722 - [c150]Xiaoran Jiang, Mikaël Le Pendu, Christine Guillemot:
Depth Estimation with Occlusion Handling from a Sparse Set of Light Field Views. ICIP 2018: 634-638 - [c149]Mikaël Le Pendu, Christine Guillemot, Aljosa Smolic:
High Dynamic Range Light Fields via Weighted Low Rank Approximation. ICIP 2018: 1728-1732 - [c148]Fatma Hawary, Guillaume Boisson, Christine Guillemot, Philippe Guillotel:
Compressive 4D Light Field Reconstruction Using Orthogonal Frequency Selection. ICIP 2018: 3863-3867 - [c147]Jean Bégaint, Franck Galpin, Philippe Guillotel, Christine Guillemot:
Region-based models for motion compensation in video compression. PCS 2018: 154-158 - [c146]Chiara Galdi, Lara Younes, Christine Guillemot, Jean-Luc Dugelay:
A new framework for optimal facial landmark localization on light-field images. VCIP 2018: 1-4 - [i15]Reuben A. Farrugia, Christine Guillemot:
Light Field Super-Resolution using a Low-Rank Prior and Deep Convolutional Neural Networks. CoRR abs/1801.04314 (2018) - [i14]Thierry Dumas, Aline Roumy, Christine Guillemot:
Autoencoder based image compression: can the learning be quantization independent? CoRR abs/1802.09371 (2018) - [i13]Jeremy Aghaei Mazaheri, Elif Vural, Claude Labit, Christine Guillemot:
Learning Discriminative Multilevel Structured Dictionaries for Supervised Image Classification. CoRR abs/1802.10497 (2018) - [i12]Thierry Dumas, Aline Roumy, Christine Guillemot:
Context-adaptive neural network based prediction for image compression. CoRR abs/1807.06244 (2018) - [i11]Reuben A. Farrugia, Christine Guillemot:
A Simple Framework to Leverage State-Of-The-Art Single-Image Super-Resolution Methods to Restore Light Fields. CoRR abs/1809.10449 (2018) - 2017
- [j71]Elif Vural, Christine Guillemot:
A Study of the Classification of Low-Dimensional Data with Supervised Manifold Learning. J. Mach. Learn. Res. 18: 157:1-157:55 (2017) - [j70]Reuben A. Farrugia, Christian Galea, Christine Guillemot:
Super Resolution of Light Field Images Using Linear Subspace Projection of Patch-Volumes. IEEE J. Sel. Top. Signal Process. 11(7): 1058-1071 (2017) - [j69]Xiaoran Jiang, Mikael Le Pendu, Reuben A. Farrugia, Christine Guillemot:
Light Field Compression With Homography-Based Low-Rank Approximation. IEEE J. Sel. Top. Signal Process. 11(7): 1132-1145 (2017) - [j68]Matthieu Hog, Neus Sabater, Christine Guillemot:
Superrays for Efficient Light Field Processing. IEEE J. Sel. Top. Signal Process. 11(7): 1187-1199 (2017) - [j67]Eloïse Vidal, Nicolas Sturmel, Christine Guillemot, Patrick Corlay, François-Xavier Coudoux:
New adaptive filters as perceptual preprocessing for rate-quality performance optimization of video coding. Signal Process. Image Commun. 52: 124-137 (2017) - [j66]