Directional varying scale approximations for anisotropic signal processing. - Vladimir Katkovnik; Alessandro Foi; Karen O. Egiazarian; Jaakko Astola (EUSIPCO, 2004)

Anisotropic local approximations for pointwise adaptive signal-dependent noise removal. - Alessandro Foi; Radu Ciprian Bilcu; Vladimir Katkovnik; Karen O. Egiazarian (EUSIPCO, 2005)

A spatially adaptive Poissonian image deblurring. - Alessandro Foi; Sakari Alenius; Mejdi Trimeche; Vladimir Katkovnik; Karen O. Egiazarian (ICIP (1), 2005)

Pointwise shape-adaptive DCT for high-quality deblocking of compressed color images. - Alessandro Foi; Vladimir Katkovnik; Karen O. Egiazarian (EUSIPCO, 2006)

Anisotropic local likelihood approximations: theory, algorithms, applications. - Vladimir Katkovnik; Alessandro Foi; Karen O. Egiazarian; Jaakko Astola (Image Processing: Algorithms and Systems, 2006)

Mix-distribution modeling for overcomplete denoising. - Vladimir Katkovnik; Alessandro Foi; Karen O. Egiazarian (ALCOSP, 2007)

Video denoising by sparse 3D transform-domain collaborative filtering. - Kostadin Dabov; Alessandro Foi; Karen O. Egiazarian (EUSIPCO, 2007)

Signal-dependent noise removal in pointwise shape-adaptive DCT domain with locally adaptive variance. - Alessandro Foi; Vladimir Katkovnik; Karen O. Egiazarian (EUSIPCO, 2007)

Color Image Denoising via Sparse 3D Collaborative Filtering with Grouping Constraint in Luminance-Chrominance Space. - Kostadin Dabov; Alessandro Foi; Vladimir Katkovnik; Karen O. Egiazarian (ICIP (1), 2007)

Compressed Sensing Image Reconstruction Via Recursive Spatially Adaptive Filtering. - Karen O. Egiazarian; Alessandro Foi; Vladimir Katkovnik (ICIP (1), 2007)

Color high dynamic range imaging: The luminance-chrominance approach. - Ossi Pirinen; Alessandro Foi; Atanas P. Gotchev (Int. J. Imaging Syst. Technol., 2007)

Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering. - Kostadin Dabov; Alessandro Foi; Vladimir Katkovnik; Karen O. Egiazarian (IEEE Trans. Image Process., 2007)

Pointwise Shape-Adaptive DCT for High-Quality Denoising and Deblocking of Grayscale and Color Images. - Alessandro Foi; Vladimir Katkovnik; Karen O. Egiazarian (IEEE Trans. Image Process., 2007)

Pointwise Shape-Adaptive DCT Image Filtering and Signal-Dependent Noise Estimation. - Alessandro Foi (2007)

Image upsampling via spatially adaptive block-matching filtering. - Aram Danielyan; Alessandro Foi; Vladimir Katkovnik; Karen O. Egiazarian (EUSIPCO, 2008)

Practical denoising of clipped or overexposed noisy images. - Alessandro Foi (EUSIPCO, 2008)

Joint deblurring and demosaicing of Poissonian Bayer-data based on local adaptivity. - Dmytro Paliy; Alessandro Foi; Radu Ciprian Bilcu; Vladimir Katkovnik; Karen O. Egiazarian (EUSIPCO, 2008)

Deblurring noisy radial-blurred images: spatially adaptive filtering approach. - Giacomo Boracchi; Alessandro Foi; Vladimir Katkovnik; Karen O. Egiazarian (Image Processing: Algorithms and Systems, 2008)

Image restoration by sparse 3D transform-domain collaborative filtering. - Kostadin Dabov; Alessandro Foi; Vladimir Katkovnik; Karen O. Egiazarian (Image Processing: Algorithms and Systems, 2008)

Practical Poissonian-Gaussian Noise Modeling and Fitting for Single-Image Raw-Data. - Alessandro Foi; Mejdi Trimeche; Vladimir Katkovnik; Karen O. Egiazarian (IEEE Trans. Image Process., 2008)

Clipped noisy images: Heteroskedastic modeling and practical denoising. - Alessandro Foi (Signal Process., 2009)

Denoising of Multispectral Images via Nonlocal Groupwise Spectrum-PCA. - Aram Danielyan; Alessandro Foi; Vladimir Katkovnik; Karen O. Egiazarian (CGIV/MCS, 2010)

From Local Kernel to Nonlocal Multiple-Model Image Denoising. - Vladimir Katkovnik; Alessandro Foi; Karen O. Egiazarian; Jaakko Astola (Int. J. Comput. Vis., 2010)

Video denoising using separable 4D nonlocal spatiotemporal transforms. - Matteo Maggioni; Giacomo Boracchi; Alessandro Foi; Karen O. Egiazarian (Image Processing: Algorithms and Systems, 2011)

Spatially adaptive alpha-rooting in BM3D sharpening. - Markku J. Mäkitalo; Alessandro Foi (Image Processing: Algorithms and Systems, 2011)

Noise estimation and removal in MR imaging: The variance-stabilization approach. - Alessandro Foi (ISBI, 2011)

Uniform Motion Blur in Poissonian Noise: Blur/Noise Tradeoff. - Giacomo Boracchi; Alessandro Foi (IEEE Trans. Image Process., 2011)

Optimal Inversion of the Anscombe Transformation in Low-Count Poisson Image Denoising. - Markku J. Mäkitalo; Alessandro Foi (IEEE Trans. Image Process., 2011)

A Closed-Form Approximation of the Exact Unbiased Inverse of the Anscombe Variance-Stabilizing Transformation. - Markku J. Mäkitalo; Alessandro Foi (IEEE Trans. Image Process., 2011)

Nonlocal transform-domain denoising of volumetric data with groupwise adaptive variance estimation. - Matteo Maggioni; Alessandro Foi (Computational Imaging, 2012)

Foveated self-similarity in nonlocal image filtering. - Alessandro Foi; Giacomo Boracchi (Human Vision and Electronic Imaging, 2012)

Poisson-gaussian denoising using the exact unbiased inverse of the generalized anscombe transformation. - Markku J. Mäkitalo; Alessandro Foi (ICASSP, 2012)

Modeling the Performance of Image Restoration From Motion Blur. - Giacomo Boracchi; Alessandro Foi (IEEE Trans. Image Process., 2012)

Video Denoising, Deblocking, and Enhancement Through Separable 4-D Nonlocal Spatiotemporal Transforms. - Matteo Maggioni; Giacomo Boracchi; Alessandro Foi; Karen O. Egiazarian (IEEE Trans. Image Process., 2012)

Anisotropically foveated nonlocal image denoising. - Alessandro Foi; Giacomo Boracchi (ICIP, 2013)

Nonlocal Transform-Domain Filter for Volumetric Data Denoising and Reconstruction. - Matteo Maggioni; Vladimir Katkovnik; Karen O. Egiazarian; Alessandro Foi (IEEE Trans. Image Process., 2013)

Optimal Inversion of the Generalized Anscombe Transformation for Poisson-Gaussian Noise. - Markku J. Mäkitalo; Alessandro Foi (IEEE Trans. Image Process., 2013)

Gaussian-Cauchy mixture modeling for robust signal-dependent noise estimation. - Lucio Azzari; Alessandro Foi (ICASSP, 2014)

Structural texture similarity metric based on intra-class variances. - Matteo Maggioni; Guoxin Jin; Alessandro Foi; Thrasyvoulos N. Pappas (ICIP, 2014)

Nonlocal foveated principal components. - Alessandro Foi; Giacomo Boracchi (SSP, 2014)

Difference of Gaussians revolved along elliptical paths for ultrasound fetal head segmentation. - Alessandro Foi; Matteo Maggioni; Antonietta Pepe; Sylvia Rueda; J. Alison Noble; Aris T. Papageorghiou; Jussi Tohka (Comput. Medical Imaging Graph., 2014)

Indirect Estimation of Signal-Dependent Noise With Nonadaptive Heterogeneous Samples. - Lucio Azzari; Alessandro Foi (IEEE Trans. Image Process., 2014)

Joint Removal of Random and Fixed-Pattern Noise Through Spatiotemporal Video Filtering. - Matteo Maggioni; Enrique Sánchez-Monge; Alessandro Foi (IEEE Trans. Image Process., 2014)

Noise Parameter Mismatch in Variance Stabilization, With an Application to Poisson-Gaussian Noise Estimation. - Markku J. Mäkitalo; Alessandro Foi (IEEE Trans. Image Process., 2014)

Evaluation and Comparison of Current Fetal Ultrasound Image Segmentation Methods for Biometric Measurements: A Grand Challenge. - Sylvia Rueda; Sana Fathima; Caroline L. Knight; Mohammad Yaqub; Aris T. Papageorghiou; Bahbibi Rahmatullah; Alessandro Foi; Matteo Maggioni; Antonietta Pepe; Jussi Tohka; Richard V. Stebbing; John McManigle; et al. (IEEE Trans. Medical Imaging, 2014)

Collaborative filtering based on group coordinates for smoothing and directional sharpening. - Lucio Azzari; Alessandro Foi (ICASSP, 2015)

Detecting anomalous structures by convolutional sparse models. - Diego Carrera; Giacomo Boracchi; Alessandro Foi; Brendt Wohlberg (IJCNN, 2015)

Scale-invariant anomaly detection with multiscale group-sparse models. - Diego Carrera; Giacomo Boracchi; Alessandro Foi; Brendt Wohlberg (ICIP, 2016)

Foveated Nonlocal Self-Similarity. - Alessandro Foi; Giacomo Boracchi (Int. J. Comput. Vis., 2016)

Variance Stabilization for Noisy+Estimate Combination in Iterative Poisson Denoising. - Lucio Azzari; Alessandro Foi (IEEE Signal Process. Lett., 2016)

Unbiased Injection of Signal-Dependent Noise in Variance-Stabilized Range. - Lucas Rodrigues Borges; Marcelo Andrade da Costa Vieira; Alessandro Foi (IEEE Signal Process. Lett., 2016)

BM3D-HVS: Content-adaptive denoising for improved visual quality. - Karen O. Egiazarian; Aram Danielyan; Nikolay N. Ponomarenko; Alessandro Foi; Oleg Ieremeiev; Vladimir V. Lukin (Image Processing: Algorithms and Systems, 2017)

Variance stabilization in Poisson image deblurring. - Lucio Azzari; Alessandro Foi (ISBI, 2017)

Sparse Overcomplete Denoising: Aggregation Versus Global Optimization. - Diego Carrera; Giacomo Boracchi; Alessandro Foi; Brendt Wohlberg (IEEE Signal Process. Lett., 2017)

Method for Simulating Dose Reduction in Digital Breast Tomosynthesis. - Lucas R. Borges; Igor Guerrero; Predrag R. Bakic; Alessandro Foi; Andrew D. A. Maidment; Marcelo Andrade da Costa Vieira (IEEE Trans. Medical Imaging, 2017)

Low-Frequency Nonuniformity Correction in Static Thermal Images. - Enrique Sánchez-Monge; Stephanie Lin; Nicholas Högasten; Alessandro Foi (ACSSC, 2018)

Anisotropic Spatiotemporal Regularization in Compressive Video Recovery by Adaptively Modeling the Residual Errors as Correlated Noise. - Nasser Eslahi; Alessandro Foi (IVMSP, 2018)

Nonlocality-Reinforced Convolutional Neural Networks for Image Denoising. - Cristóvão Cruz; Alessandro Foi; Vladimir Katkovnik; Karen O. Egiazarian (IEEE Signal Process. Lett., 2018)

Joint Sparse Recovery of Misaligned Multimodal Images via Adaptive Local and Nonlocal Cross-Modal Regularization. - Nasser Eslahi; Alessandro Foi (CAMSAP, 2019)

Exact Transform-Domain Noise Variance for Collaborative Filtering of Stationary Correlated Noise. - Ymir Mäkinen; Lucio Azzari; Alessandro Foi (ICIP, 2019)

Benchmarking 6D Object Pose Estimation for Robotics. - Antti Hietanen; Jyrki Latokartano; Alessandro Foi; Roel Pieters; Ville Kyrki; Minna Lanz; Joni-Kristian Kämäräinen (CoRR, 2019)

Blockwise Multi-Order Feature Regression for Real-Time Path-Tracing Reconstruction. - Matias Koskela; Kalle Immonen; Markku J. Mäkitalo; Alessandro Foi; Timo Viitanen; Pekka Jääskeläinen; Heikki Kultala; Jarmo Takala (ACM Trans. Graph., 2019)

Collaborative Filtering of Correlated Noise: Exact Transform-Domain Variance for Improved Shrinkage and Patch Matching. - Ymir Mäkinen; Lucio Azzari; Alessandro Foi (IEEE Trans. Image Process., 2020)

A Weighted Loss Function to Predict Control Parameters for Supercontinuum Generation Via Neural Networks. - Diego Stucchi; Andrea Corsini; Goëry Genty; Giacomo Boracchi; Alessandro Foi (MLSP, 2021)

Predicting ultrafast nonlinear dynamics in fibre optics with a recurrent neural network. - Lauri Salmela; Nikolaos Tsipinakis; Alessandro Foi; Cyril Billet; John M. Dudley; Goëry Genty (Nat. Mach. Intell., 2021)

Benchmarking pose estimation for robot manipulation. - Antti Hietanen; Jyrki Latokartano; Alessandro Foi; Roel Pieters; Ville Kyrki; Minna Lanz; Joni-Kristian Kämäräinen (Robotics Auton. Syst., 2021)

Anisotropic Denoising of 3D Point Clouds by Aggregation of Multiple Surface-Adaptive Estimates. - Zhongwei Xu; Alessandro Foi (IEEE Trans. Vis. Comput. Graph., 2021)

Improved Sparse Signal Recovery via Adaptive Correlated Noise Model. - Nasser Eslahi; Alessandro Foi (IEEE Trans. Computational Imaging, 2022)

Joint Nonlocal, Spectral, and Similarity Low-Rank Priors for Hyperspectral-Multispectral Image Fusion. - Tatiana Gelvez-Barrera; Henry Arguello; Alessandro Foi (IEEE Trans. Geosci. Remote. Sens., 2022)

Volumetric Filtering for Shot Gather Interpolation in Swath Seismic Acquisition. - Paul Goyes-Peñafiel; Edwin Vargas; Ymir Mäkinen; Alessandro Foi; Henry Arguello (IEEE Geosci. Remote. Sens. Lett., 2023)

Spectra of Variance-Stabilized Correlated Noise: Modeling and Efficient Computation. - Andrea Corsini; Alessandro Foi (SSP, 2025)