Paolo Favaro

According to our database1, Paolo Favaro authored at least 115 papers between 2000 and 2021.

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

Timeline

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Bibliography

2021
Editorial for CVIU_DL for image restoration.
Comput. Vis. Image Underst., 2021

Generative Adversarial Learning via Kernel Density Discrimination.
CoRR, 2021

KaFiStO: A Kalman Filtering Framework for Stochastic Optimization.
CoRR, 2021

Optical Flow Dataset Synthesis from Unpaired Images.
CoRR, 2021

A Unified Generative Adversarial Network Training via Self-Labeling and Self-Attention.
Proceedings of the 38th International Conference on Machine Learning, 2021

Real-Time Light Field 3D Microscopy via Sparsity-Driven Learned Deconvolution.
Proceedings of the IEEE International Conference on Computational Photography, 2021

2020
ISD: Self-Supervised Learning by Iterative Similarity Distillation.
CoRR, 2020

Learning to Reconstruct Confocal Microscopy Stacks from Single Light Field Images.
CoRR, 2020

Learning to Take Directions One Step at a Time.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Learning to Model and Calibrate Optics Via a Differentiable Wave Optics Simulator.
Proceedings of the IEEE International Conference on Image Processing, 2020

Temporal dependency in automatic sleep scoring via deep learning based architectures: An empirical study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Video Representation Learning by Recognizing Temporal Transformations.
Proceedings of the Computer Vision - ECCV 2020, 2020

Boosting Generalization in Bio-signal Classification by Learning the Phase-Amplitude Coupling.
Proceedings of the Pattern Recognition - 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28, 2020

Learning to Have an Ear for Face Super-Resolution.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Self-supervised Multi-view Synchronization Learning for 3D Pose Estimation.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Motion Deblurring of Faces.
Int. J. Comput. Vis., 2019

Unsupervised Generative 3D Shape Learning from Natural Images.
CoRR, 2019

Smart, Deep Copy-Paste.
CoRR, 2019

Emergence of Object Segmentation in Perturbed Generative Models.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning to Extract Flawless Slow Motion From Blurry Videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

On Stabilizing Generative Adversarial Training With Noise.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Faceshop: deep sketch-based face image editing.
ACM Trans. Graph., 2018

Plenoptic Image Motion Deblurring.
IEEE Trans. Image Process., 2018

Video Synthesis from a Single Image and Motion Stroke.
CoRR, 2018

Unsupervised 3D Shape Learning from Image Collections in the Wild.
CoRR, 2018

Fine-Grained Retrieval with Autoencoders.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Challenges in Disentangling Independent Factors of Variation.
Proceedings of the 6th International Conference on Learning Representations, 2018

Learning to see through reflections.
Proceedings of the 2018 IEEE International Conference on Computational Photography, 2018

Understanding Degeneracies and Ambiguities in Attribute Transfer.
Proceedings of the Computer Vision - ECCV 2018, 2018

Normalized Blind Deconvolution.
Proceedings of the Computer Vision - ECCV 2018, 2018

Deep Bilevel Learning.
Proceedings of the Computer Vision - ECCV 2018, 2018

Boosting Self-Supervised Learning via Knowledge Transfer.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning to Extract a Video Sequence From a Single Motion-Blurred Image.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning Face Deblurring Fast and Wide.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Self-Supervised Feature Learning by Learning to Spot Artifacts.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Disentangling Factors of Variation by Mixing Them.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Reflection Separation and Deblurring of Plenoptic Images.
CoRR, 2017

SmartSketcher: sketch-based image retrieval with dynamic semantic re-ranking.
Proceedings of the 14th International Symposium on Sketch-Based Interfaces and Modeling, 2017

Deep Mean-Shift Priors for Image Restoration.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Representation Learning by Learning to Count.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Motion Deblurring in the Wild.
Proceedings of the Pattern Recognition - 39th German Conference, 2017

Noise-Blind Image Deblurring.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Synchronization of Independently Moving Cameras via Motion Recovery.
SIAM J. Imaging Sci., 2016

A Clearer Picture of Total Variation Blind Deconvolution.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

A Logarithmic Image Prior for Blind Deconvolution.
Int. J. Comput. Vis., 2016

3D Face Reconstruction with Silhouette Constraints.
Proceedings of the 21st International Symposium on Vision, Modeling, and Visualization, 2016

Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles.
Proceedings of the Computer Vision - ECCV 2016, 2016

ConvNet-Based Depth Estimation, Reflection Separation and Deblurring of Plenoptic Images.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Building the View Graph of a Category by Exploiting Image Realism.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Bilayer Blind Deconvolution with the Light Field Camera.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

2014
AdaBoost.
Computer Vision, A Reference Guide, 2014

Blind Deconvolution.
Computer Vision, A Reference Guide, 2014

Low rank subspace clustering (LRSC).
Pattern Recognit. Lett., 2014

Optimized aperture shapes for depth estimation.
Pattern Recognit. Lett., 2014

A Closed-Form, Consistent and Robust Solution to Uncalibrated Photometric Stereo Via Local Diffuse Reflectance Maxima.
Int. J. Comput. Vis., 2014

A Clearer Picture of Blind Deconvolution.
CoRR, 2014

Light Field Blind Deconvolution.
CoRR, 2014

Which side of the focal plane are you on?
Proceedings of the 2014 IEEE International Conference on Computational Photography, 2014

Anamorphic pixels for multi-channel superresolution.
Proceedings of the 2014 IEEE International Conference on Computational Photography, 2014

Blind Deconvolution via Lower-Bounded Logarithmic Image Priors.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

A Convex Solution to Disparity Estimation from Light Fields via the Primal-Dual Method.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

Synchronization of Two Independently Moving Cameras without Feature Correspondences.
Proceedings of the Computer Vision - ECCV 2014, 2014

Coded Aperture Flow.
Proceedings of the Pattern Recognition - 36th German Conference, 2014

Total Variation Blind Deconvolution: The Devil Is in the Details.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Uncalibrated Near-Light Photometric Stereo.
Proceedings of the British Machine Vision Conference, 2014

2013
Optimising Aperture Shapes for Depth Estimation.
Proceedings of the 18th International Workshop on Vision, Modeling, and Visualization, 2013

Sparse representation based action and gesture recognition.
Proceedings of the IEEE International Conference on Image Processing, 2013

A New Perspective on Uncalibrated Photometric Stereo.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
The Light Field Camera: Extended Depth of Field, Aliasing, and Superresolution.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

A closed-form solution to uncalibrated photometric stereo via diffuse maxima.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Image Priors for Image Deblurring with Uncertain Blur.
Proceedings of the British Machine Vision Conference, 2012

2011
Textureless Macula Swelling Detection With Multiple Retinal Fundus Images.
IEEE Trans. Biomed. Eng., 2011

Fragmented aperture imaging for motion and defocus deblurring.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A closed form solution to robust subspace estimation and clustering.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Greedy scheduling algorithm (GSA) - Design and evaluation of an efficient and flexible WiMAX OFDMA scheduling solution.
Comput. Networks, 2010

A convex multi-view stereo formulation with robustness to occlusions and time-varying clutter.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

A Bayesian approach to shape from coded aperture.
Proceedings of the International Conference on Image Processing, 2010

Single Image Blind Deconvolution with Higher-Order Texture Statistics.
Proceedings of the Video Processing and Computational Video, 2010

Recovering thin structures via nonlocal-means regularization with application to depth from defocus.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

A Unified Approach to Segmentation and Categorization of Dynamic Textures.
Proceedings of the Computer Vision - ACCV 2010, 2010

Full-Resolution Depth Map Estimation from an Aliased Plenoptic Light Field.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Nonlocal Similarity Image Filtering.
Proceedings of the Image Analysis and Processing, 2009

Plenoptic depth estimation from multiple aliased views.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

2008
Shape from Defocus via Diffusion.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

A theory of defocus via Fourier analysis.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Off-axis aperture camera: 3D shape reconstruction and image restoration.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

On the Challenges for the Maximization of Radio Resources Usage in WiMAX Networks.
Proceedings of the 5th IEEE Consumer Communications and Networking Conference, 2008

2007
DynamicBoost: Boosting Time Series Generated by Dynamical Systems.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Boosting Invariance and Efficiency in Supervised Learning.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Shape from Focus and Defocus: Convexity, Quasiconvexity and Defocus-Invariant Textures.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Autocalibration and Uncalibrated Reconstruction of Shape from Defocus.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

3-D Shape Estimation and Image Restoration - Exploiting Defocus and Motion Blur.
Springer, ISBN: 978-1-84628-176-1, 2007

2006
Defocus Inpainting.
Proceedings of the Computer Vision, 2006

2005
A Geometric Approach to Shape from Defocus.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Using Frontier Points to Recover Shape, Reflectance and Illumunation.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

KALMANSAC: Robust Filtering by Consensus.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Visual Tracking in the Presence of Motion Blur.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Scene and Motion Reconstruction from Defocused and Motion-Blurred Images via Anisotropic Diffusion.
Proceedings of the Computer Vision, 2004

A Variational Approach to Scene Reconstruction and Image Segmentation from Motion-Blur Cues.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
A semi-direct approach to structure from motion.
Vis. Comput., 2003

Observing Shape from Defocused Images.
Int. J. Comput. Vis., 2003

On Exploiting Occlusions in Multiple-view Geometry.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Dynamic Texture Segmentation.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Seeing Beyond Occlusions (and other marvels of a finite lens aperture).
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

3D Shape from Anisotropic Diffusion.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Structure from Motion Causally Integrated Over Time.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

A Variational Approach to Shape from Defocus.
Proceedings of the Computer Vision, 2002

Learning Shape from Defocus.
Proceedings of the Computer Vision, 2002

2001
Real-Time Feature Tracking and Outlier Rejection with Changes in Illumination.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Real-time Virtual Object Insertion.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

2000
Shape and Radiance Estimation from the Information-Divergence of Blurred Images.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

3-D Motion and Structure from 2-D Motion Causally Integrated over Time: Implementation.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

A Geometric Approach to Blind Deconvolution with Application to Shape from Defocu.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Real-Time 3-D Motion and Structure of Point-Features: A Front-End for Vision-Based Control and Interaction.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000


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