Photo of Dr. Amir Adler

Dr. Amir Adler

Contact information
Homepage:
http://www.cs.technion.ac.il/~adleram/
Email:
adleramcs.technion.ac.il
Office:
432
Phone:
3905
Research interests
Deep Learning, Image and Signal Processing, Computer Vision.
Selected publications
  • A. Adler, D. Boublil, M. Elad and M. Zibulevsky.
    A Deep Learning Approach to Block-based Compressed Sensing of Images.
    http://arxiv.org/abs/1606.01519, 2016 [bibtex] [pdf]
  • A. Adler.
    Covariance-Assisted Matching Pursuit.
    IEEE Signal Processing Letters, Vol. 23, No. 1, pp. 149-153, 2016 [bibtex] [pdf]
  • A. Adler, M. Elad, Y. Hel-Or and E. Rivlin.
    Sparse Coding with Anomaly Detection.
    Journal of Signal Processing Systems, Vol. 79, No. 2, pp. 179-188, 2015 [bibtex] [pdf]
  • A. Adler, M. Elad and Y. Hel-Or.
    Linear-Time Subspace Clustering Via Bipartite Graph Modeling.
    IEEE Trans. on Neural Networks and Learning Systems, Vol. 26, No. 10, pp. 2234 - 2246, 2015 [bibtex] [pdf]
  • A. Adler, M. Elad, Y. Hel-Or and E. Rivlin.
    Sparse Coding with Anomaly Detection (Ranked in the top 14 out of 158 papers).
    IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Southampton, UK, 22-25 September, 2013 [bibtex] [pdf]
  • A. Adler, M. Elad, and Y. Hel-Or.
    Probabilistic Subspace Clustering via Sparse Representations.
    IEEE Signal Processing Letters, Vol. 20, No. 1, pp. 63-66, 2013 [bibtex] [pdf]
  • A. Adler, V. Emiya, M.G. Jafari, M. Elad, R. Gribonval, and M.D. Plumbley.
    Audio Inpainting.
    IEEE Trans. on Audio, Speech and Language Processing, Vol. 20, No. 3, pp. 922-932, 2012 [bibtex] [pdf]
  • A. Adler, V. Emiya, M.G. Jafari, M. Elad, R. Gribonval, and M.D. Plumbley.
    A Constrained Matching Pursuit Approach to Audio Declipping.
    IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Prague, The Czech Republic, 22-27 May, 2011 [bibtex] [pdf]
  • A. Adler, Y. Hel-Or and M. Elad.
    A Shrinkage Learning Approach For Single Image Super Resolution With Overcomplete Representations.
    The 11th European Conference on Computer Vision (ECCV), Heraklion, Crete, 5-11 September, 2010 [bibtex] [pdf]
  • A. Adler, Y. Hel-Or and M. Elad.
    A Weighted Discriminative Approach For Image Denoising With Overcomplete Representations.
    IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Dallas, TX, 14-19 March, 2010 [bibtex] [pdf]
  • A. Adler and M. Salhov.
    A Carrier-Grade Wireless LAN Network Implementation.
    IEEE Microwave Magazine, 9(4):108-119, 2008 [bibtex] [pdf]
  • A. Adler, A. Salamon and M. Salhov.
    Method and Corresponding Device for Joint Signal Detection and Direction of Arrival Estimation.
    United States Patent 7414580, 2008 [bibtex] [pdf]
[bibtex errors]