Background |
As a Ph.D. student at UC Santa Cruz,
I joined the Multi-Dimensional Signal Processing (MDSP) group in 2008. My research interests mainly focus on signal and image processing. I obtained my B.S. (2005) and M.S. (2008) degree in E.E. from Nanjing University, China. |
Resume |
Click here for my resume in PDF format.
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Publications |
Journal |
1. X. Zhu and P. Milanfar, "Automatic Parameter Selection for Denoising Algorithms Using a No-Reference Measure of Image Content", IEEE Trans. on Image Processing, Vol. 19, pp. 3116-3132, Dec. 2010. Project Page
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2. X. Zhu and P. Milanfar, "Removing Atmospheric Turbulence via Space-Invariant Deconvolution", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 35, pp. 157-170, Jan. 2013. Project Page
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3. H. Talebi, X. Zhu and P. Milanfar, "How to SAIF-ly Boost Denoising Perfromnace", IEEE Transactions on Image Processing, vol 22, No. 4, pp. 1470-1485, April 2013. Project Page
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4. X. Zhu, S. Cohen, S. Schiller and P. Milanfar, "Estimating Spatially Varying Defocus Blur from A Single Image", IEEE Transactions on Image Processing, vol 22, No. 12, pp. 4879-4891, Dec. 2013.
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Conference |
1. X. Zhu, J. Yuan and S. Du, "Super-Resolution Reconstruction of Image Sequences Compressed with DWT-Based Techniques", International Conference on Wavelet Analysis and Pattern Recognition, Beijing, China, 2007.
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2. J. Yuan, S. Du and X. Zhu, "Fast Super-Resolution for License Plate Image Reconstruction", 19th International Conference on Pattern Recognition (ICPR), Tampa, FL, 2008.
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3. X. Zhu and P. Milanfar, "A No-Reference Sharpness Metric Sensitive to Blur and Noise", 1st International Workshop on Quality of Multimedia Experience (QoMEX), San Diego, CA, July 2009. Poster
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4. X. Zhu and P. Milanfar, "Image Reconstruction from Videos Distorted by Atmospheric Turbulence", SPIE Electronic Imaging, Conference 7543 on Visual Information Processing and Communication, San Jose, CA, 2010.
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5. X. Zhu and P. Milanfar, "A No-Reference Image Content Metric and Its Application to Denoising ", IEEE International Conference on Image Processing (ICIP), Hong Kong, September 2010.
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6. X. Zhu and P. Milanfar, "Restoration for Weakly Blurred and Strongly Noisy Images", IEEE Workshop on Applications of Computer Vision (WACV), Kona, Hawaii, January 2011.
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7. X. Zhu and P. Milanfar, "Stabilizing and Deblurring Atmospheric Turbulence", International Conference on Computational Photography (ICCP), Pittsburgh, PA, April 2011. See related talk.
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8. X. Zhu, F. Sroubek, and P. Milanfar, "Deconvolving PSFs for A Better Motion Deblurring using Multiple Images ", European Conference on Computer Vision (ECCV), Florence, Italy, Oct. 2012.
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9. X. Zhu, and P. Milanfar, "Qpro: An Improved No-Reference Image Content Metric Using Locally Adapted SVD", International Workshop on Video Processing and Quality Metrics for Consumer Electronics (VPQM), Scottsdale, Arizona, Jan. 2013.
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