Peyman Milanfar
- Research Area(s)
- Machine Perception
Previous Publications
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Global Image Denoising
Hossein Talebi Esfandarani, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 23 (2014), pp. 755-768
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A Tour of Modern Image Filtering: New Insights and Methods, Both Practical and Theoretical
IEEE Signal Process. Mag., vol. 30 (2013), pp. 106-128
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Blind Deconvolution Using Alternating Maximum a Posteriori Estimation with Heavy-Tailed Priors
Jan Kotera, Filip Sroubek, Peyman Milanfar
CAIP (2) (2013), pp. 59-66
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Estimating Spatially Varying Defocus Blur From A Single Image
Xiang Zhu, Scott Cohen, Stephen Schiller, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 22 (2013), pp. 4879-4891
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How to SAIF-ly Boost Denoising Performance
Hossein Talebi Esfandarani, Xiang Zhu, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 22 (2013), pp. 1470-1485
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Removing Atmospheric Turbulence via Space-Invariant Deconvolution
Xiang Zhu, Peyman Milanfar
IEEE Trans. Pattern Anal. Mach. Intell., vol. 35 (2013), pp. 157-170
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Symmetrizing Smoothing Filters
SIAM J. Imaging Sciences, vol. 6 (2013), pp. 263-284
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Deconvolving PSFs for a Better Motion Deblurring Using Multiple Images
Xiang Zhu, Filip Sroubek, Peyman Milanfar
ECCV (5) (2012), pp. 636-647
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Improving denoising filters by optimal diffusion
Hossein Talebi Esfandarani, Peyman Milanfar
ICIP (2012), pp. 1181-1184
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Patch-Based Near-Optimal Image Denoising
Priyam Chatterjee, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 21 (2012), pp. 1635-1649
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Robust Multichannel Blind Deconvolution via Fast Alternating Minimization
Filip Sroubek, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 21 (2012), pp. 1687-1700
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Robust flash denoising/deblurring by iterative guided filtering
Hae Jong Seo, Peyman Milanfar
EURASIP J. Adv. Sig. Proc., vol. 2012 (2012), pp. 3
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Action Recognition from One Example
Hae Jong Seo, Peyman Milanfar
IEEE Trans. Pattern Anal. Mach. Intell., vol. 33 (2011), pp. 867-882
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Face Verification Using the LARK Representation
Hae Jong Seo, Peyman Milanfar
IEEE Transactions on Information Forensics and Security, vol. 6 (2011), pp. 1275-1286
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Iteratively merging information from a pair of flash/no-flash images using nonlinear diffusion
Hae Jong Seo, Peyman Milanfar
ICCV Workshops (2011), pp. 1324-1331
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Patch-based locally optimal denoising
Priyam Chatterjee, Peyman Milanfar
ICIP (2011), pp. 2553-2556
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Practical Bounds on Image Denoising: From Estimation to Information
Priyam Chatterjee, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 20 (2011), pp. 1221-1233
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Removing Motion Blur With Space-Time Processing
Hiroyuki Takeda, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 20 (2011), pp. 2990-3000
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Restoration for weakly blurred and strongly noisy images
Xiang Zhu, Peyman Milanfar
WACV (2011), pp. 103-109
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Superfast superresolution
Filip Sroubek, Jan Kamenický, Peyman Milanfar
ICIP (2011), pp. 1153-1156
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A no-reference image content metric and its application to denoising
Xiang Zhu, Peyman Milanfar
ICIP (2010), pp. 1145-1148
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Automatic Parameter Selection for Denoising Algorithms Using a No-Reference Measure of Image Content
Xiang Zhu, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 19 (2010), pp. 3116-3132
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Fundamental limits of image denoising: Are we there yet?
Priyam Chatterjee, Peyman Milanfar
ICASSP (2010), pp. 1358-1361
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Is Denoising Dead?
Priyam Chatterjee, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 19 (2010), pp. 895-911
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Learning denoising bounds for noisy images
Priyam Chatterjee, Peyman Milanfar
ICIP (2010), pp. 1157-1160
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Nonlinear kernel backprojection for computed tomography
Hiroyuki Takeda, Peyman Milanfar
ICASSP (2010), pp. 618-621
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Training-Free, Generic Object Detection Using Locally Adaptive Regression Kernels
Hae Jong Seo, Peyman Milanfar
IEEE Trans. Pattern Anal. Mach. Intell., vol. 32 (2010), pp. 1688-1704
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Visual saliency for automatic target detection, boundary detection, and image quality assessment
Hae Jong Seo, Peyman Milanfar
ICASSP (2010), pp. 5578-5581
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A Non-Parametric Approach to Automatic Change Detection in MRI Images of the Brain
Hae Jong Seo, Peyman Milanfar
ISBI (2009), pp. 245-248
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An Adaptive Nonparametric Approach to Restoration and Interpolation for Medical Imaging
Hiroyuki Takeda, Peyman Milanfar
ISBI (2009), pp. 666-669
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Clustering-Based Denoising With Locally Learned Dictionaries
Priyam Chatterjee, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 18 (2009), pp. 1438-1451
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Detection of human actions from a single example
Hae Jong Seo, Peyman Milanfar
ICCV (2009), pp. 1965-1970
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Generalizing the Nonlocal-Means to Super-Resolution Reconstruction
Matan Protter, Michael Elad, Hiroyuki Takeda, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 18 (2009), pp. 36-51
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Image denoising using locally learned dictionaries
Priyam Chatterjee, Peyman Milanfar
Computational Imaging (2009), pp. 72460
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Optimal Registration Of Aliased Images Using Variable Projection With Applications To Super-Resolution
M. Dirk Robinson, Sina Farsiu, Peyman Milanfar
Comput. J., vol. 52 (2009), pp. 31-42
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Super-Resolution Without Explicit Subpixel Motion Estimation
Hiroyuki Takeda, Peyman Milanfar, Matan Protter, Michael Elad
IEEE Transactions on Image Processing, vol. 18 (2009), pp. 1958-1975
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A generalization of non-local means via kernel regression
Priyam Chatterjee, Peyman Milanfar
Computational Imaging (2008), pp. 68140
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Deblurring Using Regularized Locally Adaptive Kernel Regression
Hiroyuki Takeda, Sina Farsiu, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 17 (2008), pp. 550-563
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On Iterative Regularization and Its Application
Michael R. Charest, Peyman Milanfar
IEEE Trans. Circuits Syst. Video Techn., vol. 18 (2008), pp. 406-411
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Spatio-temporal video interpolation and denoising using motion-assisted steering kernel (MASK) regression
Hiroyuki Takeda, Peter van Beek, Peyman Milanfar
ICIP (2008), pp. 637-640
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Using local regression kernels for statistical object detection
Hae Jong Seo, Peyman Milanfar
ICIP (2008), pp. 2380-2383
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Video denoising using higher order optimal space-time adaptation
Hae Jong Seo, Peyman Milanfar
ICASSP (2008), pp. 1249-1252
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Kernel Regression for Image Processing and Reconstruction
Hiroyuki Takeda, Sina Farsiu, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 16 (2007), pp. 349-366
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Mask Design for Optical Microlithography-An Inverse Imaging Problem
Amyn Poonawala, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 16 (2007), pp. 774-788
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Multi-Scale Statistical Detection and Ballistic Imaging Through Turbid Media
Sina Farsiu, Peyman Milanfar
ICIP (3) (2007), pp. 537-540
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Multiframe demosaicing and super-resolution of color images
Sina Farsiu, Michael Elad, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 15 (2006), pp. 141-159
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Robust Kernel Regression for Restoration and Reconstruction of Images from Sparse Noisy Data
Hiroyuki Takeda, Sina Farsiu, Peyman Milanfar
ICIP (2006), pp. 1257-1260
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Shape Estimation from Support and Diameter Functions
Amyn Poonawala, Peyman Milanfar, Richard J. Gardner
Journal of Mathematical Imaging and Vision, vol. 24 (2006), pp. 229-244
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Statistical and Information-Theoretic Analysis of Resolution in Imaging
Morteza Shahram, Peyman Milanfar
IEEE Transactions on Information Theory, vol. 52 (2006), pp. 3411-3437
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Statistical performance analysis of super-resolution
M. Dirk Robinson, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 15 (2006), pp. 1413-1428
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Super-Resolution Imaging: Analysis, Algorithms, and Applications
Michael K. P. Ng, Tony F. Chan, Moon Gi Kang, Peyman Milanfar
EURASIP J. Adv. Sig. Proc., vol. 2006 (2006)
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Video-to-Video Dynamic Super-Resolution for Grayscale and Color Sequences
Sina Farsiu, Michael Elad, Peyman Milanfar
EURASIP J. Adv. Sig. Proc., vol. 2006 (2006)
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Bias minimizing filter design for gradient-based image registration
M. Dirk Robinson, Peyman Milanfar
Sig. Proc.: Image Comm., vol. 20 (2005), pp. 554-568
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Improved spectral analysis of nearby tones using local detectors
Morteza Shahram, Peyman Milanfar
ICASSP (4) (2005), pp. 637-640
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Local detectors for high-resolution spectral analysis: Algorithms and performance
Morteza Shahram, Peyman Milanfar
Digital Signal Processing, vol. 15 (2005), pp. 305-316
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Multidimensional Integral Inversion, with Applications in Shape Reconstruction
Annie A. M. Cuyt, Gene H. Golub, Peyman Milanfar, Brigitte Verdonk
SIAM J. Scientific Computing, vol. 27 (2005), pp. 1058-1070
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On the resolvability of sinusoids with nearby frequencies in the presence of noise
Morteza Shahram, Peyman Milanfar
IEEE Transactions on Signal Processing, vol. 53 (2005), pp. 2579-2588
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The Generalized Eigenvalue Problem for Nonsquare Pencils Using a Minimal Perturbation Approach
Gregory Boutry, Michael Elad, Gene H. Golub, Peyman Milanfar
SIAM J. Matrix Analysis Applications, vol. 27 (2005), pp. 582-601
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Variable projection for near-optimal filtering in low bit-rate block coders
Yaakov Tsaig, Michael Elad, Peyman Milanfar, Gene H. Golub
IEEE Trans. Circuits Syst. Video Techn., vol. 15 (2005), pp. 154-160
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Advances and challenges in super-resolution
Sina Farsiu, M. Dirk Robinson, Michael Elad, Peyman Milanfar
Int. J. Imaging Systems and Technology, vol. 14 (2004), pp. 47-57
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Fast and robust multiframe super resolution
Sina Farsiu, M. Dirk Robinson, Michael Elad, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 13 (2004), pp. 1327-1344
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Fundamental performance limits in image registration
M. Dirk Robinson, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 13 (2004), pp. 1185-1199
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Imaging below the diffraction limit: a statistical analysis
Morteza Shahram, Peyman Milanfar
IEEE Transactions on Image Processing, vol. 13 (2004), pp. 677-689
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Shape from moments - an estimation theory perspective
Michael Elad, Peyman Milanfar, Gene H. Golub
IEEE Transactions on Signal Processing, vol. 52 (2004), pp. 1814-1829
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Trained detection of buried mines in SAR images via the deflection-optimal criterion
Russell B. Cosgrove, Peyman Milanfar, Joel Kositsky
IEEE T. Geoscience and Remote Sensing, vol. 42 (2004), pp. 2569-2575
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Fast Local and Global Projection-Based Methods for Affine Motion Estimation
M. Dirk Robinson, Peyman Milanfar
Journal of Mathematical Imaging and Vision, vol. 18 (2003), pp. 35-54
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Fast and robust super-resolution
Sina Farsiu, M. Dirk Robinson, Michael Elad, Peyman Milanfar
ICIP (2) (2003), pp. 291-294
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Fundamental performance limits in image registration
M. Dirk Robinson, Peyman Milanfar
ICIP (2) (2003), pp. 323-326
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Optimal framework for low bit-rate block coders
Yaakov Tsaig, Michael Elad, Gene H. Golub, Peyman Milanfar
ICIP (2) (2003), pp. 219-222
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Reconstruction of Convex Bodies from Brightness Functions
R. J. Gardner, Peyman Milanfar
Discrete & Computational Geometry, vol. 29 (2003), pp. 279-303
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A statistical analysis of diffraction-limited imaging
Peyman Milanfar, Ali Shakouri
ICIP (1) (2002), pp. 864-867
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A computationally efficient superresolution image reconstruction algorithm
Nhat Nguyen, Peyman Milanfar, Gene H. Golub
IEEE Transactions on Image Processing, vol. 10 (2001), pp. 573-583
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Efficient generalized cross-validation with applications to parametric image restoration and resolution enhancement
Nhat Nguyen, Peyman Milanfar, Gene H. Golub
IEEE Transactions on Image Processing, vol. 10 (2001), pp. 1299-1308
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An Efficient Wavelet-Based Algorithm for Image Superresolution
Nhat Nguyen, Peyman Milanfar
ICIP (2000), pp. 351-354
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A model of the effect of image motion in the Radon transform domain
IEEE Transactions on Image Processing, vol. 8 (1999), pp. 1276-1281
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Preconditioners for regularized image superresolution
Nhat Nguyen, Gene H. Golub, Peyman Milanfar
ICASSP (1999), pp. 3249-3252
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Two-dimensional matched filtering for motion estimation
IEEE Transactions on Image Processing, vol. 8 (1999), pp. 438-444
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Motion from Projections: A Foward Model
ICIP (2) (1998), pp. 695-699
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A moment-based variational approach to tomographic reconstruction
Peyman Milanfar, William Clement Karl, Alan S. Willsky
IEEE Transactions on Image Processing, vol. 5 (1996), pp. 459-470
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On the hough transform of a polygon
Pattern Recognition Letters, vol. 17 (1996), pp. 209-210
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Reconstructing polygons from moments with connections to array processing
Peyman Milanfar, George C. Verghese, William Clement Karl, Alan S. Willsky
IEEE Transactions on Signal Processing, vol. 43 (1995), pp. 432-443
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Modeling and Estimation for a Class of Multiresolution Random Fields
Peyman Milanfar, Robert R. Tenney, Robert B. Washburn, Alan S. Willsky
ICIP (3) (1994), pp. 397-401
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Moment-Based Geometric Image Reconstruction
Peyman Milanfar, William Clement Karl, Alan S. Willsky
ICIP (2) (1994), pp. 825-829
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Reconstructing Binary Polygonal Objects from Projections: A Statistical View
Peyman Milanfar, William Clement Karl, Alan S. Willsky
CVGIP: Graphical Model and Image Processing, vol. 56 (1994), pp. 371-391
