Gabriele Facciolo

Orcid: 0000-0002-8855-8513

According to our database1, Gabriele Facciolo authored at least 119 papers between 2006 and 2024.

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

Timeline

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Bibliography

2024
On the Domain Generalization Capabilities of Interactive Segmentation Methods.
Image Process. Line, 2024

A Brief Evaluation of InSAR Phase Denoising and Coherence Estimation with Phi-Net.
Image Process. Line, 2024

Adapting MIMO video restoration networks to low latency constraints.
CoRR, 2024

How to Best Combine Demosaicing and Denoising?
CoRR, 2024

On the Importance of Large Objects in CNN Based Object Detection Algorithms.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

A generic and flexible regularization framework for NeRFs.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Pseudo Pansharpening NeRF for Satellite Image Collections.
Proceedings of the IGARSS 2024, 2024

Leveraging Edge Detection and Neural Networks for Better UAV Localization.
Proceedings of the IGARSS 2024, 2024

Model Adjusted Matched Filter for Methane Plume Detection on Prisma Hyperspectral Images.
Proceedings of the IGARSS 2024, 2024

Methane Emissions Monitoring Using Geostationary Satellites.
Proceedings of the IGARSS 2024, 2024

Normalized vs Diplomatic Annotation: A Case Study of Automatic Information Extraction from Handwritten Uruguayan Birth Certificates.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 Workshops, 2024

Radar Fields: An Extension of Radiance Fields to SAR.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Collaborative Blind Image Deblurring.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Exploring Robust Features for Few-Shot Object Detection in Satellite Imagery.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Joint demosaicking and denoising benefits from a two-stage training strategy.
J. Comput. Appl. Math., December, 2023

Robust Homography Estimation from Local Affine Maps.
Image Process. Line, 2023

Implementing Handheld Burst Super-Resolution.
Image Process. Line, 2023

Reducing False Alarms in Video Surveillance by Deep Feature Statistical Modeling.
CoRR, 2023

IAdet: Simplest human-in-the-loop object detection.
CoRR, 2023

Optimal and Efficient Binary Questioning for Human-in-the-Loop Annotation.
CoRR, 2023

Model Adjusted Generalized Tests for Methane Plume Detection on Hyperspectral Images.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Improving the Pair Selection and the Model Fusion Steps of Satellite Multi-View Stereo Pipelines.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Video joint denoising and demosaicing with recurrent CNNs.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Machine Learning and Feature Extraction for Industrial Smoke Plumes Detection from Sentinel-2 Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Methane Plumes Detection on Prisma L1 Images with the Adjusted Spectral Matched Filter and Wind Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

On The Role of Alias and Band-Shift for Sentinel-2 Super-Resolution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

On The Potential of InSAR for Estimating Crude Oil Volume Changes From the Deformation of Storage Tanks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

L1BSR: Exploiting Detector Overlap for Self-Supervised Single-Image Super-Resolution of Sentinel-2 L1B Imagery.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Multi-Date Earth Observation NeRF: The Detail Is in the Shadows.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Handheld Burst Super-Resolution Meets Multi-Exposure Satellite Imagery.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Disparity Estimation Networks for Aerial and High-Resolution Satellite Images: A Review.
Image Process. Line, 2022

Breaking down Polyblur: Fast Blind Correction of Small Anisotropic Blurs.
Image Process. Line, 2022

Reviewing ViBe, a Popular Background Subtraction Algorithm for Real-Time Applications.
Image Process. Line, 2022

Phase Unwrapping using a Joint CNN and SQD-LSTM Network.
Image Process. Line, 2022

NeRF, meet differential geometry!
CoRR, 2022

An experimental comparison of multi-view stereo approaches on satellite images.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Self-Supervised Push-Frame Super-Resolution With Detail-Preserving Control And Outlier Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Interactive Segmentation for Shape From Shading Over HR SAR Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Automatic Methane Plume Quantification Using Sentinel-2 Time Series.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Improved Sentinel-1 IW Burst Stitching Through Geolocation Error Correction Considerations.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Fast Two-Step Blind Optical Aberration Correction.
Proceedings of the Computer Vision - ECCV 2022, 2022

Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Sat-NeRF: Learning Multi-View Satellite Photogrammetry With Transient Objects and Shadow Modeling Using RPC Cameras.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Self-supervision versus synthetic datasets: which is the lesser evil in the context of video denoising?
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
Fast, Nonlocal and Neural: A Lightweight High Quality Solution to Image Denoising.
IEEE Signal Process. Lett., 2021

Video Denoising by Combining Patch Search and CNNs.
J. Math. Imaging Vis., 2021

A Generic Bundle Adjustment Methodology for Indirect RPC Model Refinement of Satellite Imagery.
Image Process. Line, 2021

A Mathematical Analysis and Implementation of Residual Interpolation Demosaicking Algorithms.
Image Process. Line, 2021

Self-supervised training for blind multi-frame video denoising.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

A Review on Contrastive Learning Methods and Applications to Roof-Type Classification on Aerial Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A CNN Cloud Detector for Panchromatic Satellite Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Detection of Methane Emissions Using Pattern Recognition.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

PROBA-V-REF: Repurposing the PROBA-V Challenge for Reference-Aware Super Resolution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Automatic Stockpile Volume Monitoring Using Multi-View Stereo from Skysat Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Global Registration Method for Satellite Image Series.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Parallax Estimation for Push-Frame Satellite Imagery: Application to Super-Resolution and 3D Surface Modeling from Skysat Products.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Robust Rational Polynomial Camera Modelling for SAR and Pushbroom Imaging.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Comparative Study of Deramping Techniques for Sentinel-1 Tops in the Context of Interferometry.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Self-Supervised Multi-Image Super-Resolution for Push-Frame Satellite Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Residual Learning for Effective joint Demosaicing-Denoising.
CoRR, 2020

Robust estimation of local affine maps and its applications to image matching.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Depth Map Quality Evaluation for Photographic Applications.
Proceedings of the Image Quality and System Performance XVII, Electronic Imaging 2020, 2020

Cnn-Assisted Coverings In The Space Of Tilts: Best Affine Invariant Performances With The Speed Of Cnns.
Proceedings of the IEEE International Conference on Image Processing, 2020

A Review of an Old Dilemma: Demosaicking First, or Denoising First?
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
A Study of Two CNN Demosaicking Algorithms.
Image Process. Line, 2019

Blind Image Deblurring using the l0 Gradient Prior.
Image Process. Line, 2019

Joint demosaicing and denoising by overfitting of bursts of raw images.
CoRR, 2019

Efficient blind deblurring under high noise levels.
Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019

3D Modeling of Earth's Surface: Study of the Antarctica.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Assessing the Sharpness of Satellite Images: Study of the Planetscope Constellation.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

SIFT-AID: Boosting Sift With an Affine Invariant Descriptor Based on Convolutional Neural Networks.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

A Non-Local CNN for Video Denoising.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

To Bundle Adjust or Not: A Comparison of Relative Geolocation Correction Strategies for Satellite Multi-View Stereo.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Joint Demosaicking and Denoising by Fine-Tuning of Bursts of Raw Images.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Model-Blind Video Denoising via Frame-To-Frame Training.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
An Analysis and Implementation of Multigrid Poisson Solvers With Verified Linear Complexity.
Image Process. Line, 2018

Improvements of the Inverse Compositional Algorithm for Parametric Motion Estimation.
Image Process. Line, 2018

Estimating an Image's Blur Kernel Using Natural Image Statistics, and Deblurring it: An Analysis of the Goldstein-Fattal Method.
Image Process. Line, 2018

Non-Local Video Denoising by CNN.
CoRR, 2018

A Comparison of Patch-Based Models in Video Denoising.
Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018

Quantitative measurement of contrast, texture, color, and noise for digital photography of high dynamic range scenes.
Proceedings of the Image Quality and System Performance XV, Electronic Imaging 2018, 2018

Modeling Realistic Degradations in Non-Blind Deconvolution.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Conservative Scale Recomposition for Multiscale Denoising (The Devil is in the High Frequency Detail).
SIAM J. Imaging Sci., 2017

Multi-Scale DCT Denoising.
Image Process. Line, 2017

Data Adaptive Dual Domain Denoising: a Method to Boost State of the Art Denoising Algorithms.
Image Process. Line, 2017

Accurate Motion Estimation through Random Sample Aggregated Consensus.
CoRR, 2017

Towards a quantitative evaluation of multi-imaging systems.
Proceedings of the Image Quality and System Performance XIV, Electronic Imaging 2017, 2017

Straight subjective contour detector.
Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis, 2017

Automatic 3D Reconstruction from Multi-date Satellite Images.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Poisson Image Editing.
Image Process. Line, 2016

Affine Invariant Self-similarity for Exemplar-based Inpainting.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Exemplar-Based Image Inpainting Using an Affine Invariant Similarity Measure.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2016

2015
Linear Multiscale Analysis of Similarities between Images on Riemannian Manifolds: Practical Formula and Affine Covariant Metrics.
SIAM J. Imaging Sci., 2015

Reliable Multiscale and Multiwindow Stereo Matching.
SIAM J. Imaging Sci., 2015

Attitude Refinement for Orbiting Pushbroom Cameras: a Simple Polynomial Fitting Method.
Image Process. Line, 2015

Variational Framework for Non-Local Inpainting.
Image Process. Line, 2015

DA3D: Fast and data adaptive dual domain denoising.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Iterative Gradient-Based Shift Estimation: To Multiscale or Not to Multiscale?
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

Optimizing the Data Adaptive Dual Domain Denoising Algorithm.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

MGM: A Significantly More Global Matching for Stereovision.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Multiscale Analysis of Similarities between Images on Riemannian Manifolds.
Multiscale Model. Simul., 2014

Integral Images for Block Matching.
Image Process. Line, 2014

Automatic sensor orientation refinement of Pléiades stereo images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Non-local dual image denoising.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

On stereo-rectification of pushbroom images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
TV-L1 Optical Flow Estimation.
Image Process. Line, 2013

A Variational Model for Gradient-Based Video Editing.
Int. J. Comput. Vis., 2013

2012
Analysis of a Variational Framework for Exemplar-Based Image Inpainting.
Multiscale Model. Simul., 2012

A gradient based neighborhood filter for disparity interpolation.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011
Irregularly sampled image resortation and interpolation.
PhD thesis, 2011

A Variational Framework for Exemplar-Based Image Inpainting.
Int. J. Comput. Vis., 2011

Relative depth from monocularoptical flow.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Temporally Consistent Gradient Domain Video Editing.
Proceedings of the Energy Minimazation Methods in Computer Vision and Pattern Recognition, 2011

2009
Anisotropic Cheeger Sets and Applications.
SIAM J. Imaging Sci., 2009

Irregular to Regular Sampling, Denoising, and Deconvolution.
Multiscale Model. Simul., 2009

Geodesic neighborhoods for piecewise affine interpolation of sparse data.
Proceedings of the International Conference on Image Processing, 2009

Exemplar-Based Interpolation of Sparsely Sampled Images.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

2006
Constrained Anisotropic Diffusion and some Applications.
Proceedings of the British Machine Vision Conference 2006, 2006


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