Christine Guillemot

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 150

Top Venues

CoRR

IEEE Trans. Image Process.

ICIP

ICASSP

Publications

Fatemeh Ghorbani Lohesara, Davi Rabbouni Freitas, Christine Guillemot, Karen Eguiazarian, Sebastian Knorr
Headset: Human emotion awareness under partial occlusions multimodal dataset. CoRR (2024)
Davi Rabbouni Freitas, Christine Guillemot, Ioan Tabus
Compression of PlenOctree Model Attributes Enabling Fast Communication and Rendering of Neural Radiance Fields. EUSIPCO (2023)
Yiqun Liu, Mohsen Abdoli, Thomas Guionnet, Christine Guillemot, Aline Roumy
Statistical Analysis of Inter Coding in VVC Test Model (VTM). CoRR (2023)
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 (2023)
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 (2023)
Brandon Le Bon, Mikaël Le Pendu, Christine Guillemot
Unrolled Fourier Disparity Layer Optimization for Scene Reconstruction from Few-Shots Focal Stacks. ICASSP (2023)
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) (2023)
Rita Fermanian, Mikael Le Pendu, Christine Guillemot
PnP-ReG: Learned Regularizing Gradient for Plug-and-Play Gradient Descent. SIAM J. Imaging Sci. 16 (2) (2023)
Jinglei Shi, Yihong Xu, Christine Guillemot
Learning-based Spatial and Angular Information Separation for Light Field Compression. CoRR (2023)
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 (2023)
Rita Fermanian, Thomas Maugey, Christine Guillemot
SphereDRUNet: A Spherical Denoiser for Omnidirectional Images. ISMAR-Adjunct (2023)
Yiqun Liu, Mohsen Abdoli, Thomas Guionnet, Christine Guillemot, Aline Roumy
Light-weight CNN-based VVC Inter Partitioning Acceleration. CoRR (2023)
Pascal Bacchus, Renaud Fraisse, Christine Guillemot, Aline Roumy
Filtered Residual Compression for Satellite Images. IGARSS (2023)
Samuel Willingham, Mårten Sjöström, Christine Guillemot
Prior for Multi-Task Inverse Problems in Image Reconstruction Using Deep Equilibrium Models. EUSIPCO (2023)
Yiqun Liu, Marc Riviere, Thomas Guionnet, Aline Roumy, Christine Guillemot
CNN-based Prediction of Partition Path for VVC Fast Inter Partitioning Using Motion Fields. CoRR (2023)
Guillaume Le Guludec, Christine Guillemot
Joint Neural Representation for Multiple Light Fields. ICASSP (2023)
Mikael Le Pendu, Christine Guillemot
Preconditioned Plug-and-Play ADMM with Locally Adjustable Denoiser for Image Restoration. SIAM J. Imaging Sci. 16 (1) (2023)
Brandon Le Bon, Mikaël Le Pendu, Christine Guillemot
Stochastic Unrolled Proximal Point Algorithm for Linear Image Inverse Problems. EUSIPCO (2023)
Pascal Bacchus, Renaud Fraisse, Aline Roumy, Christine Guillemot
Joint Compression and Demosaicking For Satellite Images. ICASSP (2023)
Jinglei Shi, Yihong Xu, Christine Guillemot
Learning Kernel-Modulated Neural Representation for Efficient Light Field Compression. CoRR (2023)
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)
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) (2023)
Jinglei Shi, Christine Guillemot
Light Field Compression Via Compact Neural Scene Representation. ICASSP (2023)
Hadi Amirpour, Christine Guillemot, Mohammed Ghanbari, Christian Timmerer
Advanced Scalability for Light Field Image Coding. IEEE Trans. Image Process. 31 (2022)
Guillaume Le Guludec, Christine Guillemot
Deep Unrolling for Light Field Compressed Acquisition Using Coded Masks. IEEE Access 10 (2022)
Xiaoran Jiang, Jinglei Shi, Christine Guillemot
An Untrained Neural Network Prior for Light Field Compression. IEEE Trans. Image Process. 31 (2022)
Kai Gu, Thomas Maugey, Sebastian Knorr, Christine Guillemot
Omni-NeRF: Neural Radiance Field from 360° Image Captures. ICME (2022)
Pascal Bacchus, Renaud Fraisse, Aline Roumy, Christine Guillemot
Quasi Lossless Satellite Image Compression. IGARSS (2022)
Jinglei Shi, Christine Guillemot
Distilled Low Rank Neural Radiance Field with Quantization for Light Field Compression. CoRR (2022)
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) (2022)
Meng Zhang, Haiyan Jin, Zhaolin Xiao, Christine Guillemot
A Light Field FDL-HCGH Feature in Scale-Disparity Space. IEEE Trans. Image Process. 31 (2022)
Yiqun Liu, Mohsen Abdoli, Thomas Guionnet, Christine Guillemot, Aline Roumy
Light-Weight CNN-Based VVC Inter Partitioning Acceleration. IVMSP (2022)
Patrick Garus, Félix Henry, Thomas Maugey, Christine Guillemot
Motion Compensation-based Low-Complexity Decoder Side Depth Estimation for MPEG Immersive Video. MMSP (2022)
Rita Fermanian, Mikael Le Pendu, Christine Guillemot
Learned Gradient of a Regularizer for Plug-and-Play Gradient Descent. CoRR (2022)
Zhaolin Xiao, Jinglei Shi, Xiaoran Jiang, Christine Guillemot
Axial refocusing precision model with light fields. Signal Process. Image Commun. 106 (2022)
Hadi Amirpour, Christine Guillemot, Christian Timmerer
FuRA: Fully Random Access Light Field Image Compression. EUVIP (2022)
Patrick Garus, Félix Henry, Thomas Maugey, Christine Guillemot
Decoder Side Multiplane Images using Geometry Assistance SEI for MPEG Immersive Video. MMSP (2022)
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 (2022)
Yiqun Liu, Mohsen Abdoli, Thomas Guionnet, Christine Guillemot, Aline Roumy
Statistical Analysis of Inter Coding in VVC Test Model (VTM). ICIP (2022)
Arthur Lecert, Renaud Fraisse, Aline Roumy, Christine Guillemot
A New Regularization for Retinex Decomposition of Low-Light Images. ICIP (2022)
Jinglei Shi, Xiaoran Jiang, Christine Guillemot
Deep Video Frame Rate Up-conversion Network using Feature-based Progressive Residue Refinement. VISIGRAPP (4: VISAPP) (2022)
Tanaboon Tongbuasirilai, Jonas Unger, Christine Guillemot, Ehsan Miandji
A Sparse Non-parametric BRDF Model. ACM Trans. Graph. 41 (5) (2022)
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 (2021)
Fatma Hawary, Guillaume Boisson, Christine Guillemot, Philippe Guillotel
Compressively sampled light field reconstruction using orthogonal frequency selection and refinement. Signal Process. Image Commun. 92 (2021)
Mira Rizkallah, Thomas Maugey, Christine Guillemot
Rate-Distortion Optimized Graph Coarsening and Partitioning for Light Field Coding. IEEE Trans. Image Process. 30 (2021)
Zhaolin Xiao, Jinglei Shi, Xiaoran Jiang, Christine Guillemot
A learning-based view extrapolation method for axial super-resolution. Neurocomputing 455 (2021)
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 (2021)
Simon Evain, Christine Guillemot
A Lightweight Neural Network for Monocular View Generation With Occlusion Handling. IEEE Trans. Pattern Anal. Mach. Intell. 43 (6) (2021)
Zhaolin Xiao, Jinglei Shi, Xiaoran Jiang, Christine Guillemot
A learning-based view extrapolation method for axial super-resolution. CoRR (2021)
Simon Evain, Christine Guillemot
A Neural Network with Adversarial Loss for Light Field Synthesis from a Single Image. VISIGRAPP (5: VISAPP) (2021)
Joakim Edlund, Christine Guillemot, Mårten Sjöström
Analysis of Top-Down Connections in Multi-Layered Convolutional Sparse Coding. MMSP (2021)
Hoai-Nam Nguyen, Ehsan Miandji, Christine Guillemot
Multi-Mask Camera Model for Compressed Acquisition of Light Fields. IEEE Trans. Computational Imaging 7 (2021)
Rita Fermanian, Mikael Le Pendu, Christine Guillemot
Regularizing the Deep Image Prior with a Learned Denoiser for Linear Inverse Problems. MMSP (2021)
Mikael Le Pendu, Christine Guillemot
Preconditioned Plug-and-Play ADMM with Locally Adjustable Denoiser for Image Restoration. CoRR (2021)
Zhaolin Xiao, Meng Zhang, Haiyan Jin, Christine Guillemot
A Light Field FDL-HSIFT Feature in Scale-Disparity Space. ICIP (2021)
Fatma Hawary, Thomas Maugey, Christine Guillemot
Sphere Mapping for Feature Extraction From 360° Fish-Eye Captures. MMSP (2020)
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)
Thierry Dumas, Aline Roumy, Christine Guillemot
Context-Adaptive Neural Network-Based Prediction for Image Compression. IEEE Trans. Image Process. 29 (2020)
Alexander Sagel, Aline Roumy, Christine Guillemot
Sub-Dip: Optimization On A Subspace With Deep Image Prior Regularization And Application To Superresolution. ICASSP (2020)
Hoai-Nam Nguyen, Christine Guillemot
Color and Angular Reconstruction of Light Fields from Incomplete-Color Coded Projections. ICASSP (2020)
Mira Rizkallah, Xin Su, Thomas Maugey, Christine Guillemot
Geometry-Aware Graph Transforms for Light Field Compact Representation. IEEE Trans. Image Process. 29 (2020)
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) (2020)
Saghi Hajisharif, Ehsan Miandji, Christine Guillemot, Jonas Unger
Single Sensor Compressive Light Field Video Camera. Comput. Graph. Forum 39 (2) (2020)
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 (2020)
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 (2020)
Mira Rizkallah, Thomas Maugey, Christine Guillemot
Prediction and Sampling With Local Graph Transforms for Quasi-Lossless Light Field Compression. IEEE Trans. Image Process. 29 (2020)
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 (2020)
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 (2020)
Maja Krivokuca, Christine Guillemot
Colour Compression of Plenoptic Point Clouds Using Raht-Klt with Prior Colour Clustering and Specular/Diffuse Component Separation. ICASSP (2020)
Jinglei Shi, Xiaoran Jiang, Christine Guillemot
Learning Fused Pixel and Feature-Based View Reconstructions for Light Fields. CVPR (2020)
Simon Evain, Christine Guillemot
A Lightweight Neural Network for Monocular View Generation with Occlusion Handling. CoRR (2020)
Pierre David, Mikaël Le Pendu, Christine Guillemot
Angularly Consistent Light Field Video Interpolation. ICME (2020)
Patrick Garus, Joël Jung, Thomas Maugey, Christine Guillemot
Bypassing Depth Maps Transmission For Immersive Video Coding. PCS (2019)
Mira Rizkallah, Xin Su, Thomas Maugey, Christine Guillemot
Geometry-Aware Graph Transforms for Light Field Compact Representation. CoRR (2019)
Mikaël Le Pendu, Christine Guillemot, Aljosa Smolic
A Fourier Disparity Layer Representation for Light Fields. IEEE Trans. Image Process. 28 (11) (2019)
Mira Rizkallah, Thomas Maugey, Christine Guillemot
Graph-Based Spatio-Angular Prediction for Quasi-Lossless Compression of Light Fields. DCC (2019)
Mira Rizkallah, Thomas Maugey, Christine Guillemot
Prediction and Sampling with Local Graph Transforms for Quasi-Lossless Light Field Compression. CoRR (2019)
Pierre David, Mikaël Le Pendu, Christine Guillemot
Sparse to Dense Scene Flow Estimation From Light Fields. ICIP (2019)
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) (2019)
Xiaoran Jiang, Jinglei Shi, Christine Guillemot
A Learning Based Depth Estimation Framework for 4D Densely and Sparsely Sampled Light Fields. ICASSP (2019)
Pierre Allain, Laurent Guillo, Christine Guillemot
Light Field Denoising Using 4D Anisotropic Diffusion. ICASSP (2019)
Mikael Le Pendu, Christine Guillemot, Aljosa Smolic
A Fourier Disparity Layer representation for Light Fields. CoRR (2019)
Elian Dib, Mikael Le Pendu, Xiaoran Jiang, Christine Guillemot
Super-Ray Based Low Rank Approximation for Light Field Compression. DCC (2019)
Christian Galea, Christine Guillemot
Denoising of 3D Point Clouds Constructed from Light Fields. ICASSP (2019)
Matthieu Hog, Neus Sabater, Christine Guillemot
Long Short Term Memory Networks for Light Field View Synthesis. ICIP (2019)
Elian Dib, Mikaël Le Pendu, Christine Guillemot
Light Field Compression Using Fourier Disparity Layers. ICIP (2019)
Jean Bégaint, Franck Galpin, Philippe Guillotel, Christine Guillemot
Deep Frame Interpolation for Video Compression. DCC (2019)
Chiara Galdi, Valeria Chiesa, Christoph Busch, Paulo Lobato Correia, Jean-Luc Dugelay, Christine Guillemot
Light Fields for Face Analysis. Sensors 19 (12) (2019)
Xin Su, Mira Rizkallah, Thomas Mauzev, Christine Guillemot
Rate-Distortion Optimized Super-Ray Merging for Light Field Compression. EUSIPCO (2018)
Chiara Galdi, Lara Younes, Christine Guillemot, Jean-Luc Dugelay
A new framework for optimal facial landmark localization on light-field images. VCIP (2018)
Mikaël Le Pendu, Christine Guillemot, Aljosa Smolic
High Dynamic Range Light Fields via Weighted Low Rank Approximation. ICIP (2018)
Xiaoran Jiang, Mikaël Le Pendu, Christine Guillemot
Depth Estimation with Occlusion Handling from a Sparse Set of Light Field Views. ICIP (2018)
Thierry Dumas, Aline Roumy, Christine Guillemot
Context-adaptive neural network based prediction for image compression. CoRR (2018)
Jeremy Aghaei Mazaheri, Elif Vural, Claude Labit, Christine Guillemot
Learning Discriminative Multilevel Structured Dictionaries for Supervised Image Classification. CoRR (2018)
Reuben A. Farrugia, Christine Guillemot
A Simple Framework to Leverage State-Of-The-Art Single-Image Super-Resolution Methods to Restore Light Fields. CoRR (2018)
Ehsan Miandji, Jonas Unger, Christine Guillemot
Multi-Shot Single Sensor Light Field Camera Using a Color Coded Mask. EUSIPCO (2018)
Mikael Le Pendu, Xiaoran Jiang, Christine Guillemot
Light Field Inpainting Propagation via Low Rank Matrix Completion. IEEE Trans. Image Process. 27 (4) (2018)
Xiaoran Jiang, Christian Galea, Laurent Guillo, Christine Guillemot
3D Scene Modeling from Dense Video Light Fields. IC3D (2018)
Thierry Dumas, Aline Roumy, Christine Guillemot
Autoencoder Based Image Compression: Can the Learning be Quantization Independent? ICASSP (2018)
Jean Bégaint, Franck Galpin, Philippe Guillotel, Christine Guillemot
Region-based models for motion compensation in video compression. PCS (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christine Guillemot