AS OF APRIL FIRST 2007, I'VE MOVED TO DUKE UNIVERSITY EYE RESERACH CENTER. THIS WEBPAGE IS NOT GOING TO BE UPDATED ANYMORE. 

PLEASE VISIT MY NEW PUBLICATION PAGE FOR UPDATES.

Journal Publications: 

  1. Statistical Detection and Imaging of Objects Hidden in Turbid Media Using Ballistic Photons, S. Farsiu, J. Christofferson, B. Eriksson, P. Milanfar, B. Friedlander, A. Shakouri, R. Nowak, Submitted to Applied Optics, Feb. 2007.
  2. Optimal Registration of Aliased Images Using Variable Projection with Applications to Superresolution, D. Robinson, S. Farsiu, P. Milanfar, Invited paper, Accepted for publication in The Computer Journal , May 2006.
  3. Kernel Regression for Image Processing and Reconstruction, H. Takeda, S. Farsiu, and P. Milanfar, IEEE Trans. on Image Processing, vol. 16, no. 2, pp. 349-366, Feb. 2007
  4. Multi-Frame Demosaicing and Super-Resolution of Color Images, S. Farsiu, M. Elad, and P. Milanfar, IEEE Trans. on Image Processing, vol. 15, no. 1, pp. 141-159, Jan. 2006. Color Version of Paper, BibTex
  5. Video-to-Video Dynamic Superresolution for Grayscale and Color Sequences, S. Farsiu, M. Elad, and P. Milanfar, EURASIP Journal of Applied Signal Processing, Jan. 2006.BibTex
  6. Advances and Challenges in Super-Resolution, S. Farsiu, D. Robinson, M. Elad, and P. Milanfar, International Journal of Imaging Systems and Technology, August 2004, Volume 14, no 2, pp. 47-57. BibTex
  7. Fast and Robust Multi-Frame Super-Resolution, S. Farsiu, D. Robinson, M. Elad, and P. Milanfar, IEEE Transactions on Image Processing, October 2004, Volume 13, no 10, pp. 1327- 1344. BibTex
  8.  Prediction of Lupus Nephritis in Patients with Systemic Lupus Erythematosus Using Artificial Neural Networks, R. Rajimehr, S. Farsiu, L. Kouhsari, A. Bidari, C. Lucas, S.Yousefian, F. Bahrami, Lupus, August 2002, vol. 11, no. 8, pp. 485-492.

 

Conference Publications: 

  1. S. Farsiu and P. Milanfar, "Multi-Scale Statistical Detection and Ballistic Imaging Through Turbid Media", Submitted to IEEE International Conference on Image Processing (ICIP), San Antonio, TX, 2007.
  2. X. Wang, A. Shakouri, S. Farsiu and P. Milanfar, "Extraction of power dissipation profile in an IC chip from temperature map",  Proc. of 23rd Semiconductor Thermal Measurement, Modeling, and Management Symposium, San Jose, CA, March 2007.
  3. Regularized Kernel Regression for Image Deblurring, H. Takeda, S. Farsiu, and P. Milanfar, Invited paper, Proceedings of the 40th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 2006
  4. Robust Kernel Regression for Restoration and Reconstruction of Images from Sparse, Noisy Data , H.Takeda, S. Farsiu, P. Milanfar, Proc. of the IEEE International Conference on Image Processing (ICIP), Atlanta, GA, Page(s): 1257-1260, October 2006 BibTex
  5. A Practical Approach to Super-Resolution, S. Farsiu, M. Elad, and P. Milanfar, Invited paper, Proc. of the SPIE: Visual Communications and Image Processing, San-Jose, Vol. 6077, Page(s): 24-38, January 2006.
  6. Image Denoising by Adaptive Kernel Regression, H. Takeda, S. Farsiu, and P. Milanfar, Proceedings of the 39th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Page(s):1660 - 1665, Nov. 2005.
  7. Constrained, Globally Optimal, Multi-Frame Motion Estimation, S. Farsiu, M. Elad, P. Milanfar, Proc. of the 2005 IEEE Workshop on Statistical Signal Processing, Page(s):1396 - 1401, Bordeaux, France.BibTex
  8. Dynamic Demosaicing and Color Super-Resolution of Video Sequences, S. Farsiu, D. Robinson, M. Elad, P. Milanfar, Proceedings of SPIE Conference on Image Reconstruction from Incomplete Data III, - Volume 5562, August 2004, Denver, CO, Page(s):169-178. BibTex
  9. Multi-Frame Demosaicing and Super-Resolution from Under-Sampled Color Images, S. Farsiu, M. Elad, P. Milanfar, IS&T/SPIE Symposium on Electronic Imaging 2004, January 2004 in San Jose, CA. Volume 5299, Page(s): 222-233. BibTex 
  10. Robust Super-Resolution, S. Farsiu, D. Robinson, M. Elad, P. Milanfar, IEEE International Conference on Image Processing (ICIP) Barcelona,September 2003. Volume: 2, Page(s): 291 -294. BibTex
  11. Robust Shift and Add Approach to Super-Resolution, S. Farsiu, D. Robinson, M. Elad, P. Milanfar, International Symposium on Optical Science and Technology, SPIE's 48th Annual Meeting, August 2003, San Diego, CA, Volume 5203, Page(s):121-130. BibTex

 

PhD Thesis:

A Fast and Robust Framework for Image Fusion and Enhancement

 

Data Sets:

Data sets for superresolution and demosaicing applications are available here.

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