Publications

Journal Papers

  • Ali Zarezade, Hamid R. Rabiee, Ali Soltani-Farani, and Ahmad Khajenezhad, “Patchwise Joint Sparse Tracking with Occlusion Detection”, IEEE Transactions on Image Processing, 2014 (Accepted)
  • Ali Soltani-Farani and Hamid R. Rabiee, “When Pixels Team up: Spatially-Weighted Sparse Coding for Hyperspectral Image Classification”, IEEE Geoscience and Remote Sensing Letters,  vol. 12, no. 1, pp. 107-111, Jan. 2015
  • Ali Soltani-Farani, Hamid R. Rabiee, and Seyyed Abbas Hosseini, “Spatial-Aware Dictionary Learning for Hyperspectral Image Classification”, IEEE Transactions on Geoscience and Remote Sensing, vol. 53, no. 1, pp. 527-541, Jan. 2015

Conference Papers

  • Ali Soltani-Farani, Hamid R. Rabiee, Ali Zarezade, “Collaborating Frames: Temporally Weighted Sparse Representation for Visual Tracking”, IEEE Int. Conf. Image Processing, 2014
  • Siavash Haghiri, Hamid R. Rabiee, Ali Soltani-Farani, Seyyed Abbas Hosseini, Maryam Shadloo, “Locality Preserving Discriminative Dictionary Learning”,  IEEE Int. Conf. Image Processing, 2014
  • Mohammad Hadi Kefayati, Hamid Sheikhzadeh, Hamid R. Rabiee, Ali Soltani-Farani, “Semi-Spatio Temporal fMRI Brain Decoding”, 3rd International Workshop on Pattern Recognition in NeuroImaging, University of Pennsylvania, Philadelphia PA, USA, 2013 (pdf)

Technical Reports

  • Abbas Hosseini, “A Short Introduction to Compressed Sensing”, Technical Report, June 2011 (persian) (pdf)
  • Abbas Hosseini, “Large Scale Bayesian Inference for Sparse Linear Models Using Factorization Assumption”, Technical Report, December 2011 (pdf)
  • Mohammad Hadi Kefayati, “Xlets”, Technical report, January, 2012 (pdf)
  • Mohammad M. Arzani, Siyavash Haghiri, “Sparse Representation of Signals and Images”, Technical Report, June 2011 (persian)

Posters

  • Semi-Spatio Temporal Brain Decoding, June, 2013 (pdf)
  • Basic Compressed Sensing Theory, June 2011, (pdf)

Sparse Signal Processing Group