| 2019 | ICIP | Exact Transform-Domain Noise Variance for Collaborative Filtering of Stationary Correlated Noise. | Ymir Mkinen, Lucio Azzari, Alessandro Foi |
| 2018 | ACSSC | Low-Frequency Nonuniformity Correction in Static Thermal Images. | Enrique Snchez-Monge, Stephanie Lin, Nicholas Hgasten, Alessandro Foi |
| 2017 | IPAS | BM3D-HVS: Content-adaptive denoising for improved visual quality. | Karen O. Egiazarian, Aram Danielyan, Nikolay N. Ponomarenko, Alessandro Foi, Oleg Ieremeiev, Vladimir V. Lukin |
| 2016 | ICIP | Scale-invariant anomaly detection with multiscale group-sparse models. | Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg |
| 2015 | ICASSP | Collaborative filtering based on group coordinates for smoothing and directional sharpening. | Lucio Azzari, Alessandro Foi |
| 2015 | IJCNN | Detecting anomalous structures by convolutional sparse models. | Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg |
| 2014 | ICASSP | Gaussian-Cauchy mixture modeling for robust signal-dependent noise estimation. | Lucio Azzari, Alessandro Foi |
| 2014 | ICIP | Structural texture similarity metric based on intra-class variances. | Matteo Maggioni, Guoxin Jin, Alessandro Foi, Thrasyvoulos N. Pappas |
| 2013 | ICIP | Anisotropically foveated nonlocal image denoising. | Alessandro Foi, Giacomo Boracchi |
| 2012 | ICASSP | Poisson-gaussian denoising using the exact unbiased inverse of the generalized anscombe transformation. | Markku J. Mkitalo, Alessandro Foi |
| 2011 | IPAS | Video denoising using separable 4D nonlocal spatiotemporal transforms. | Matteo Maggioni, Giacomo Boracchi, Alessandro Foi, Karen O. Egiazarian |
| 2011 | IPAS | Spatially adaptive alpha-rooting in BM3D sharpening. | Markku J. Mkitalo, Alessandro Foi |
| 2008 | IPAS | Deblurring noisy radial-blurred images: spatially adaptive filtering approach. | Giacomo Boracchi, Alessandro Foi, Vladimir Katkovnik, Karen O. Egiazarian |
| 2008 | IPAS | Image restoration by sparse 3D transform-domain collaborative filtering. | Kostadin Dabov, Alessandro Foi, Vladimir Katkovnik, Karen O. Egiazarian |
| 2007 | ICIP | Color Image Denoising via Sparse 3D Collaborative Filtering with Grouping Constraint in Luminance-Chrominance Space. | Kostadin Dabov, Alessandro Foi, Vladimir Katkovnik, Karen O. Egiazarian |
| 2007 | ICIP | Compressed Sensing Image Reconstruction Via Recursive Spatially Adaptive Filtering. | Karen O. Egiazarian, Alessandro Foi, Vladimir Katkovnik |
| 2006 | IPAS | Anisotropic local likelihood approximations: theory, algorithms, applications. | Vladimir Katkovnik, Alessandro Foi, Karen O. Egiazarian, Jaakko Astola |
| 2005 | ICIP | A spatially adaptive Poissonian image deblurring. | Alessandro Foi, Sakari Alenius, Mejdi Trimeche, Vladimir Katkovnik, Karen O. Egiazarian |