Publications [#264387] of Sina Farsiu

Papers Published

1. Farsiu, S; Robinson, D; Elad, M; Milanfar, P, Dynamic demosaicing and color super-resolution of video sequences, Proceedings of SPIE - The International Society for Optical Engineering, vol. 5562 (December, 2004), pp. 169-178, SPIE, ISSN 0277-786X [doi]
   (last updated on 2024/12/31)

   Abstract:
   In the last two decades a variety of super-resolution (SR) methods have been proposed. These methods usually address the problem of fusing a set of monochromatic images to produce a single monochromatic image with higher spatial resolution. In this paper we address the dynamic and color SR problems of reconstructing a high-quality set of colored super-resolved images from low-quality mosaiced frames. Our approach includes a hybrid method for simultaneous SR and demosaicing, this way taking into account practical color measurements encountered in video sequences. For the case of translational motion and common space-invariant blur, the proposed method is based on a very fast and memory efficient approximation of the Kalman filter. Experimental results on both simulated and real data are supplied, demonstrating the presented algorithm, and its strength.