Alessandro Foi

Orcid: 0000-0001-8228-3187

According to our database1, Alessandro Foi authored at least 70 papers between 2004 and 2023.

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

Timeline

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Bibliography

2023
Volumetric Filtering for Shot Gather Interpolation in Swath Seismic Acquisition.
IEEE Geosci. Remote. Sens. Lett., 2023

2022
Joint Nonlocal, Spectral, and Similarity Low-Rank Priors for Hyperspectral-Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022

Improved Sparse Signal Recovery via Adaptive Correlated Noise Model.
IEEE Trans. Computational Imaging, 2022

2021
Anisotropic Denoising of 3D Point Clouds by Aggregation of Multiple Surface-Adaptive Estimates.
IEEE Trans. Vis. Comput. Graph., 2021

Benchmarking pose estimation for robot manipulation.
Robotics Auton. Syst., 2021

Predicting ultrafast nonlinear dynamics in fibre optics with a recurrent neural network.
Nat. Mach. Intell., 2021

A Weighted Loss Function to Predict Control Parameters for Supercontinuum Generation Via Neural Networks.
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

2020
Collaborative Filtering of Correlated Noise: Exact Transform-Domain Variance for Improved Shrinkage and Patch Matching.
IEEE Trans. Image Process., 2020

2019
Blockwise Multi-Order Feature Regression for Real-Time Path-Tracing Reconstruction.
ACM Trans. Graph., 2019

Benchmarking 6D Object Pose Estimation for Robotics.
CoRR, 2019

Exact Transform-Domain Noise Variance for Collaborative Filtering of Stationary Correlated Noise.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Joint Sparse Recovery of Misaligned Multimodal Images via Adaptive Local and Nonlocal Cross-Modal Regularization.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018
Nonlocality-Reinforced Convolutional Neural Networks for Image Denoising.
IEEE Signal Process. Lett., 2018

Anisotropic Spatiotemporal Regularization in Compressive Video Recovery by Adaptively Modeling the Residual Errors as Correlated Noise.
Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018

Low-Frequency Nonuniformity Correction in Static Thermal Images.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Method for Simulating Dose Reduction in Digital Breast Tomosynthesis.
IEEE Trans. Medical Imaging, 2017

Sparse Overcomplete Denoising: Aggregation Versus Global Optimization.
IEEE Signal Process. Lett., 2017

Variance stabilization in Poisson image deblurring.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

BM3D-HVS: Content-adaptive denoising for improved visual quality.
Proceedings of the Image Processing: Algorithms and Systems XV, Burlingame, CA, USA, 29 January 2018, 2017

2016
Unbiased Injection of Signal-Dependent Noise in Variance-Stabilized Range.
IEEE Signal Process. Lett., 2016

Variance Stabilization for Noisy+Estimate Combination in Iterative Poisson Denoising.
IEEE Signal Process. Lett., 2016

Foveated Nonlocal Self-Similarity.
Int. J. Comput. Vis., 2016

Scale-invariant anomaly detection with multiscale group-sparse models.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Detecting anomalous structures by convolutional sparse models.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Collaborative filtering based on group coordinates for smoothing and directional sharpening.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Evaluation and Comparison of Current Fetal Ultrasound Image Segmentation Methods for Biometric Measurements: A Grand Challenge.
IEEE Trans. Medical Imaging, 2014

Noise Parameter Mismatch in Variance Stabilization, With an Application to Poisson-Gaussian Noise Estimation.
IEEE Trans. Image Process., 2014

Joint Removal of Random and Fixed-Pattern Noise Through Spatiotemporal Video Filtering.
IEEE Trans. Image Process., 2014

Indirect Estimation of Signal-Dependent Noise With Nonadaptive Heterogeneous Samples.
IEEE Trans. Image Process., 2014

Difference of Gaussians revolved along elliptical paths for ultrasound fetal head segmentation.
Comput. Medical Imaging Graph., 2014

Nonlocal foveated principal components.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

Structural texture similarity metric based on intra-class variances.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Gaussian-Cauchy mixture modeling for robust signal-dependent noise estimation.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Optimal Inversion of the Generalized Anscombe Transformation for Poisson-Gaussian Noise.
IEEE Trans. Image Process., 2013

Nonlocal Transform-Domain Filter for Volumetric Data Denoising and Reconstruction.
IEEE Trans. Image Process., 2013

Anisotropically foveated nonlocal image denoising.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Video Denoising, Deblocking, and Enhancement Through Separable 4-D Nonlocal Spatiotemporal Transforms.
IEEE Trans. Image Process., 2012

Modeling the Performance of Image Restoration From Motion Blur.
IEEE Trans. Image Process., 2012

Poisson-gaussian denoising using the exact unbiased inverse of the generalized anscombe transformation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Foveated self-similarity in nonlocal image filtering.
Proceedings of the Human Vision and Electronic Imaging XVII, 2012

Nonlocal transform-domain denoising of volumetric data with groupwise adaptive variance estimation.
Proceedings of the Computational Imaging X, 2012

2011
A Closed-Form Approximation of the Exact Unbiased Inverse of the Anscombe Variance-Stabilizing Transformation.
IEEE Trans. Image Process., 2011

Optimal Inversion of the Anscombe Transformation in Low-Count Poisson Image Denoising.
IEEE Trans. Image Process., 2011

Uniform Motion Blur in Poissonian Noise: Blur/Noise Tradeoff.
IEEE Trans. Image Process., 2011

Noise estimation and removal in MR imaging: The variance-stabilization approach.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Spatially adaptive alpha-rooting in BM3D sharpening.
Proceedings of the Image Processing: Algorithms and Systems IX, 2011

Video denoising using separable 4D nonlocal spatiotemporal transforms.
Proceedings of the Image Processing: Algorithms and Systems IX, 2011

2010
From Local Kernel to Nonlocal Multiple-Model Image Denoising.
Int. J. Comput. Vis., 2010

Denoising of Multispectral Images via Nonlocal Groupwise Spectrum-PCA.
Proceedings of the 5th European Conference on Colour in Graphics, 2010

2009
Clipped noisy images: Heteroskedastic modeling and practical denoising.
Signal Process., 2009

2008
Practical Poissonian-Gaussian Noise Modeling and Fitting for Single-Image Raw-Data.
IEEE Trans. Image Process., 2008

Image restoration by sparse 3D transform-domain collaborative filtering.
Proceedings of the Image Processing: Algorithms and Systems VI, 2008

Deblurring noisy radial-blurred images: spatially adaptive filtering approach.
Proceedings of the Image Processing: Algorithms and Systems VI, 2008

Joint deblurring and demosaicing of Poissonian Bayer-data based on local adaptivity.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Practical denoising of clipped or overexposed noisy images.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Image upsampling via spatially adaptive block-matching filtering.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Pointwise Shape-Adaptive DCT Image Filtering and Signal-Dependent Noise Estimation.
PhD thesis, 2007

Pointwise Shape-Adaptive DCT for High-Quality Denoising and Deblocking of Grayscale and Color Images.
IEEE Trans. Image Process., 2007

Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering.
IEEE Trans. Image Process., 2007

Color high dynamic range imaging: The luminance-chrominance approach.
Int. J. Imaging Syst. Technol., 2007

Compressed Sensing Image Reconstruction Via Recursive Spatially Adaptive Filtering.
Proceedings of the International Conference on Image Processing, 2007

Color Image Denoising via Sparse 3D Collaborative Filtering with Grouping Constraint in Luminance-Chrominance Space.
Proceedings of the International Conference on Image Processing, 2007

Signal-dependent noise removal in pointwise shape-adaptive DCT domain with locally adaptive variance.
Proceedings of the 15th European Signal Processing Conference, 2007

Video denoising by sparse 3D transform-domain collaborative filtering.
Proceedings of the 15th European Signal Processing Conference, 2007

Mix-distribution modeling for overcomplete denoising.
Proceedings of the 9th IFAC Workshop on Adaptation and Learning in Control and Signal Processing, 2007

2006
Anisotropic local likelihood approximations: theory, algorithms, applications.
Proceedings of the Image Processing: Algorithms and Systems IV, 2006

Pointwise shape-adaptive DCT for high-quality deblocking of compressed color images.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
A spatially adaptive Poissonian image deblurring.
Proceedings of the 2005 International Conference on Image Processing, 2005

Anisotropic local approximations for pointwise adaptive signal-dependent noise removal.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Directional varying scale approximations for anisotropic signal processing.
Proceedings of the 2004 12th European Signal Processing Conference, 2004


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