Publications

Tutorial

T. Blu, F. Luisier, "Image Denoising and the SURE-LET Methodology," Tutorial presented at the Seventeenth International Conference on Image Processing (ICIP'10), Hong Kong, China, September 26-29, 2010. [Part 1] [Part 2]

PhD Thesis

F. Luisier, "The SURE-LET Approach to Image Denoising," Swiss Federal Institute of Technology Lausanne, EPFL Thesis no. 4566 (2010), 232 p., January 8, 2010.

Peer-Reviewed Journal Articles

1. F. Xue, F. Luisier, T. Blu, "Multi-Wiener SURE-LET Deconvolution'', IEEE Transactions on Image Processing, vol. 22, no. 5, pp.1954-1968, May 2013.
2. F. Luisier, T. Blu, P. J. Wolfe, "A CURE for Noisy Magnetic Resonance Images: Chi-Square Unbiased Risk Estimation," IEEE Transactions on Image Processing, vol. 21, no. 8, pp. 3454-3466, August 2012.
3. F. Luisier, T. Blu, M. Unser, "Image Denoising in Mixed Poisson-Gaussian Noise," IEEE Transactions on Image Processing, vol. 20, no. 3, pp. 696-708, March 2011.
4. F. Luisier, T. Blu, M. Unser, "SURE-LET for Orthonormal Wavelet-Domain Video Denoising," IEEE Transactions on Circuits and Systems for Video Technology, vol. 20, no. 6, pp. 913-919, June 2010.
5. F. Luisier, C. Vonesch, T. Blu, M. Unser, "Fast Interscale Wavelet Denoising of Poisson-corrupted Images," Signal Processing, vol. 90, no. 2, pp. 415-427, February 2010.
6. F. Luisier, T. Blu, "SURE-LET Multichannel Image Denoising: Interscale Orthonormal Wavelet Thresholding," IEEE Transactions on Image Processing, vol. 17, no. 4, pp. 482-492, April 2008.
7. T. Blu, F. Luisier, "The SURE-LET Approach to Image Denoising," IEEE Transactions on Image Processing, vol. 16, no. 11, pp. 2778-2786, November 2007.
8. F. Luisier, T. Blu, M. Unser, "A New SURE Approach to Image Denoising: Interscale Orthonormal Wavelet Thresholding," IEEE Transactions on Image Processing, vol. 16, no. 3, pp. 593-606, March 2007. IEEE 2009 Young Author Best Paper Award.
9. Y.L. de Meneses, P. Roduit, F. Luisier, J. Jacot, "Trajectory Analysis for Sport and Video Surveillance," Electronic Letters on Computer Vision and Image Analysis, vol. 5, no. 3, pp. 148-156, August 2005.

Peer-Reviewed Conference Articles

1. F. Xue, F. Luisier, T. Blu, "SURE-LET Image Deconvolution Using Multiple Wiener Filters", Proceedings of the 2012 IEEE International Conference on Image Processing (ICIP'12), Orlando FL, September 30-October 3, 2012, pp. 3037 -3040.
2. J. O. Hong, F. Luisier, P. J. Wolfe, " Magnitude MR Image Denoising via CURE-Optimized Non-Local Means ", Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI'12), Barcelona, Spain, May 2-5, 2012, in press.
3. F. Luisier, P. J. Wolfe, "Chi-Square Unbiased Risk Estimate for Denoising Magnitude MR Images", Proceedings of the 2011 IEEE International Conference on Image Processing (ICIP'11), Brussels, September 11-14, 2011, pp. 1593-1596. 
4. F. Luisier, T. Blu, M. Unser, "Undecimated Haar Thresholding for Poisson Intensity Estimation", Proceedings of the 2010 IEEE International Conference on Image Processing (ICIP'10), Hong Kong, September 26-29, 2010, pp. 1697-1700.
5. F. Luisier, C. Vonesch, T. Blu, M. Unser, "Fast Haar-Wavelet Denoising of Multidimensional Fluorescence Microscopy Data", Proceedings of the Sixth IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'09), Boston MA, USA, June 28-July 1, 2009, pp. 310-313.
6. S. Delpretti, F. Luisier, S. Ramani, T. Blu, M. Unser, "Multiframe SURE-LET Denoising of Timelapse Fluorescence Microscopy Images," Proceedings of the Fifth IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'08), Paris, France, May 14-17, 2008, pp. 149-152.
7. F. Luisier, T. Blu, "SURE-LET Multichannel Image Denoising: Undecimated Wavelet Thresholding," Proceedings of the Thirty-Third IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'08), Las Vegas NV, USA, March 30-April 4, 2008, pp. 769-772.
8. F. Luisier, T. Blu, "SURE-LET Interscale-Intercolor Wavelet Thresholding for Color Image Denoising," Proceedings of the SPIE Optics and Photonics 2007 Conference on Mathematical Methods: Wavelet XII, San Diego CA, USA, August 26-29, 2007, vol. 6701, pp. 67011H-1/67011H-10.
9. F. Luisier, T. Blu, "Image Denoising by Pointwise Thresholding of the Undecimated Wavelet Coefficients: A Global SURE Optimum," Proceedings of the Thirty-Second IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'07), Honolulu HI, USA, April 15-20, 2007, pp. I-593-I-596.
10. F. Luisier, T. Blu, M. Unser, "SURE-Based Wavelet Thresholding Integrating Inter-Scale Dependencies," Proceedings of the 2006 IEEE International Conference on Image Processing (ICIP'06), Atlanta GA, USA, October 8-11, 2006, pp. 1457-1460.
11. F. Luisier, T. Blu, B. Forster, M. Unser, "Which Wavelet Bases Are the Best for Image Denoising ?," Proceedings of the SPIE Optics and Photonics 2005 Conference on Mathematical Methods: Wavelet XI, San Diego CA, USA, July 31-August 3, 2005, vol. 5914, pp. 59140E-1/59140E-12.