Yann Gousseau

Orcid: 0000-0001-5249-0847

According to our database1, Yann Gousseau authored at least 105 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Patch-based stochastic attention for image editing.
Comput. Vis. Image Underst., January, 2024

Diffusion-Based Image Inpainting with Internal Learning.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
Fully synthetic training for image restoration tasks.
Comput. Vis. Image Underst., August, 2023

Weakly supervised change detection using guided anisotropic diffusion.
Mach. Learn., June, 2023

Infusion: Internal Diffusion for Video Inpainting.
CoRR, 2023

A Geometrically Aware Auto-Encoder for Multi-texture Synthesis.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

Hybrid Training of Denoising Networks to Improve the Texture Acutance of Digital Cameras.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

Learning Raw Image Denoising Using a Parametric Color Image Model.
Proceedings of the IEEE International Conference on Image Processing, 2023

A Compact and Semantic Latent Space for Disentangled and Controllable Image Editing.
Proceedings of the 20th ACM SIGGRAPH European Conference on Visual Media Production, 2023

2022
HRSCD - High Resolution Semantic Change Detection Dataset.
Dataset, December, 2022

High-Resolution Neural Texture Synthesis with Long-Range Constraints.
J. Math. Imaging Vis., 2022

Multiple instance learning on deep features for weakly supervised object detection with extreme domain shifts.
Comput. Vis. Image Underst., 2022

Feature-Style Encoder for Style-Based GAN Inversion.
CoRR, 2022

A statistically constrained internal method for single image super-resolution.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

A Patch-Based Algorithm for Diverse and High Fidelity Single Image Generation.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

A Style-Based GAN Encoder for High Fidelity Reconstruction of Images and Videos.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Weakly Supervised Change Detection Using Guided Anisotropic Difusion.
CoRR, 2021

A Latent Transformer for Disentangled and Identity-Preserving Face Editing.
CoRR, 2021

Synthetic Images as a Regularity Prior for Image Restoration Neural Networks.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2021

Learning Non-Linear Disentangled Editing For Stylegan.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

A Latent Transformer for Disentangled Face Editing in Images and Videos.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
OSCD - Onera Satellite Change Detection.
Dataset, June, 2020

LSDSAR, a Markovian a contrario framework for line segment detection in SAR images.
Pattern Recognit., 2020

Processing Simple Geometric Attributes with Autoencoders.
J. Math. Imaging Vis., 2020

High Resolution Face Age Editing.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

An Analysis of the Transfer Learning of Convolutional Neural Networks for Artistic Images.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019
A Contrario Comparison of Local Descriptors for Change Detection in Very High Spatial Resolution Satellite Images of Urban Areas.
IEEE Trans. Geosci. Remote. Sens., 2019

Object removal from complex videos using a few annotations.
Comput. Vis. Media, 2019

Multitask learning for large-scale semantic change detection.
Comput. Vis. Image Underst., 2019

Processsing Simple Geometric Attributes with Autoencoders.
CoRR, 2019

Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
High Resolution Semantic Change Detection.
CoRR, 2018

Removing objects from videos with a few strokes.
Proceedings of the SIGGRAPH Asia 2018 Technical Briefs, Tokyo, Japan, December 04-07, 2018, 2018

A Line Segment Detector for SAR Images with Controlled False Alarm Rate.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Fast Algorithm for Occlusion Detection and Removal.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Non Local Multifocus Image Fusion Scheme for Dynamic Scenes.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Weakly Supervised Object Detection in Artworks.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
A Bayesian Hyperprior Approach for Joint Image Denoising and Interpolation, With an Application to HDR Imaging.
IEEE Trans. Computational Imaging, 2017

Non-Local Patch-Based Image Inpainting.
Image Process. Line, 2017

A Correlation-Based Dissimilarity Measure for Noisy Patches.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2017

A generic framework for the structured abstraction of images.
Proceedings of the 15th International Symposium on Non-Photorealistic Animation and Rendering, 2017

Demonstration abstract: Motion-consistent video inpainting.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Motion-consistent video inpainting.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Wasserstein Loss for Image Synthesis and Restoration.
SIAM J. Imaging Sci., 2016

Texture synthesis through convolutional neural networks and spectrum constraints.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Penalizing local correlations in the residual improves image denoising performance.
Proceedings of the 24th European Signal Processing Conference, 2016

Unsupervised change detection between multi-sensor high resolution satellite images.
Proceedings of the 24th European Signal Processing Conference, 2016

Non-local Exposure Fusion.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016

2015
Estimation of Illuminants From Projections on the Planckian Locus.
IEEE Trans. Image Process., 2015

SAR-SIFT: A SIFT-Like Algorithm for SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2015

Variational Texture Synthesis with Sparsity and Spectrum Constraints.
J. Math. Imaging Vis., 2015

Exploring the Space of Abstract Textures by Principles and Random Sampling.
J. Math. Imaging Vis., 2015

On Spatiochromatic Features in Natural Images Statistics.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014
Robust Automatic Line Scratch Detection in Films.
IEEE Trans. Image Process., 2014

Video Inpainting of Complex Scenes.
SIAM J. Imaging Sci., 2014

Best Algorithms for HDR Image Generation. A Study of Performance Bounds.
SIAM J. Imaging Sci., 2014

Accurate Junction Detection and Characterization in Natural Images.
Int. J. Comput. Vis., 2014

Second Order Stationarity and Spatiochromatic Properties of Natural Images.
Proceedings of the Tenth International Conference on Signal-Image Technology and Internet-Based Systems, 2014

Change detection for high resolution satellite images, based on SIFT descriptors and an a contrario approach.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Single shot high dynamic range imaging using piecewise linear estimators.
Proceedings of the 2014 IEEE International Conference on Computational Photography, 2014

2013
Exemplar-based Texture Synthesis: the Efros-Leung Algorithm.
Image Process. Line, 2013

Beyond Independence: An Extension of the A Contrario Decision Procedure.
Int. J. Comput. Vis., 2013

Constrained Sparse Texture Synthesis.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2013

Temporal filtering of line scratch detections in degraded films.
Proceedings of the IEEE International Conference on Image Processing, 2013

Simultaneous HDR image reconstruction and denoising for dynamic scenes.
Proceedings of the IEEE International Conference on Computational Photography, 2013

Towards fast, generic video inpainting.
Proceedings of the Conference on Visual Media Production 2013, 2013

2012
SAR-SIFT: A SIFT-like algorithm for applications on SAR images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

An accurate and contrast invariant junction detector.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Combining color and geometry for local image matching.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Illuminant Estimation from Projections on the Planckian Locus.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Adaptive line scratch detection in degraded films.
Proceedings of the Conference on Visual Media Production, 2012

2011
Removing Artefacts From Color and Contrast Modifications.
IEEE Trans. Image Process., 2011

Random Phase Textures: Theory and Synthesis.
IEEE Trans. Image Process., 2011

A Bias-Variance Approach for the Nonlocal Means.
SIAM J. Imaging Sci., 2011

Geometrically Guided Exemplar-Based Inpainting.
SIAM J. Imaging Sci., 2011

Artistic line-drawings retrieval based on the pictorial content.
ACM Journal on Computing and Cultural Heritage, 2011

Transportation Distances on the Circle.
J. Math. Imaging Vis., 2011

Micro-Texture Synthesis by Phase Randomization.
Image Process. Line, 2011

2010
Shape-based Invariant Texture Indexing.
Int. J. Comput. Vis., 2010

Regularization of transportation maps for color and contrast transfer.
Proceedings of the International Conference on Image Processing, 2010

Adaptive blotches detection for film restoration.
Proceedings of the International Conference on Image Processing, 2010

2009
A Statistical Approach to the Matching of Local Features.
SIAM J. Imaging Sci., 2009

Local Scale Measure from the Topographic Map and Application to Remote Sensing Images.
Multiscale Model. Simul., 2009

The TVL1 Model: A Geometric Point of View.
Multiscale Model. Simul., 2009

Local Scale Measure for Remote Sensing Images.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

Appearance-guided synthesis of element arrangements by example.
Proceedings of the 7th International Symposium on Non-Photorealistic Animation and Rendering, 2009

2008
Indexing of Satellite Images With Different Resolutions by Wavelet Features.
IEEE Trans. Image Process., 2008

Adaptive image retrieval based on the spatial organization of colors.
Comput. Vis. Image Underst., 2008

Locally invariant texture analysis from the topographic map.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Circular Earth Mover's Distance for the comparison of local features.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A contrario matching of SIFT-like descriptors.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Pictorial Analysis of Line-drawings.
Proceedings of the 4th International Symposium on Computational Aesthetics in Graphics, 2008

2007
Resolution-Independent Characteristic Scale Dedicated to Satellite Images.
IEEE Trans. Image Process., 2007

Modeling Occlusion and Scaling in Natural Images.
Multiscale Model. Simul., 2007

2006
An <i>A Contrario</i> Decision Method for Shape Element Recognition.
Int. J. Comput. Vis., 2006

Extrapolation of Wavelet Features for the Indexing of Satellite Images with Different Resolutions.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Characteristic Scale in Satellite Images.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Spatial color image retrieval without segmentation using thumbnails and the Earth Mover's Distance.
Proceedings of the 3rd European Conference on Colour in Graphics, Imaging, and Vision, 2006

Shape Recognition Based on an a Contrario Methodology.
Proceedings of the Statistics and Analysis of Shapes, 2006

2005
A geometrical a priori for capturing the regularity of images.
Proceedings of the 13th European Signal Processing Conference, 2005

2003
Unsupervised thresholds for shape matching.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
Interpolation of digital elevation models using AMLE and related methods.
IEEE Trans. Geosci. Remote. Sens., 2002

2001
Are Natural Images of Bounded Variation?
SIAM J. Math. Anal., 2001

1999
Scales in Natural Images and a Consequence on their Bounded Variation Norm.
Proceedings of the Scale-Space Theories in Computer Vision, 1999


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