publications

2020

  1. ECCV
    BioMetricNet: deep unconstrained face verification through learning of metrics regularized onto Gaussian distributions
    Ali, Arslan, Testa, Matteo, Bianchi, Tiziano, and Magli, Enrico
    In 2020 European Conference on Computer Vision (ECCV) 2020
    PDF
  2. Adversarial Learning of Mappings Onto Regularized Spaces for Biometric Authentication
    Ali, Arslan, Testa, Matteo, Markhasin, Lev, Bianchi, Tiziano, and Magli, Enrico
    IEEE Access 2020
    PDF

2019

  1. Compressed Sensing for Privacy-Preserving Data Processing
    Testa, Matteo, Valsesia, Diego, Bianchi, Tiziano, and Magli, Enrico
    2019
    HTML
  2. Secrecy Analysis of Finite-Precision Compressive Cryptosystems
    Testa, Matteo, Bianchi, Tiziano, and Magli, Enrico
    IEEE Transactions on Information Forensics and Security 2019
    PDF
  3. MMSP
    Learning mappings onto regularized latent spaces for biometric authentication
    Testa, Matteo, Ali, Arslan, Bianchi, Tiziano, and Magli, Enrico
    In 2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP) 2019
    arXiv
  4. MLSP
    Authnet: Biometric Authentication Through Adversarial Learning
    Ali, Arslan, Testa, Matteo, Bianchi, Tiziano, and Magli, Enrico
    In 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) 2019
    HTML

2018

  1. Compressive Bayesian K-SVD
    Testa, Matteo, and Magli, Enrico
    Signal Processing: Image Communication 2018
    HTML
  2. ISCAS
    On the secrecy of compressive cryptosystems under finite-precision representation of sensing matrices
    Testa, Matteo, Bianchi, Tiziano, and Magli, Enrico
    In 2018 IEEE International Symposium on Circuits and Systems (ISCAS) 2018
    HTML

2017

  1. Bayesian K-SVD using fast variational inference
    Serra, Juan G, Testa, Matteo, Molina, Rafael, and Katsaggelos, Aggelos K
    IEEE Transactions on Image Processing 2017
    PDF
  2. WIFS
    Energy obfuscation for compressive encryption and processing
    Testa, Matteo, Bianchi, Tiziano, and Magli, Enrico
    In 2017 IEEE Workshop on Information Forensics and Security (WIFS) 2017
    PDF

2016

  1. Compressive classification based on autoregressive features
    Testa, Matteo, and Magli, Enrico
    In 2016 International Conference on Communications (COMM) 2016
    HTML
  2. Compressive estimation and imaging based on autoregressive models
    Testa, Matteo, and Magli, Enrico
    IEEE Transactions on Image Processing 2016
    PDF

2015

  1. Asilomar
    Distributed covariance estimation for compressive signal processing
    Testa, Matteo, and Magli, Enrico
    In 2015 49th Asilomar Conference on Signals, Systems and Computers 2015
    PDF
  2. Asilomar
    Autoregressive process parameter estimation from compressed sensing measurements
    Testa, Matteo, and Magli, Enrico
    In 2015 49th Asilomar Conference on Signals, Systems and Computers 2015
    PDF