Geometric estimation and reconstruction from tomographic data. - Peyman Milanfar (1993)

Moment-Based Geometric Image Reconstruction. - Peyman Milanfar; William Clement Karl; Alan S. Willsky (ICIP (2), 1994)

Modeling and Estimation for a Class of Multiresolution Random Fields. - Peyman Milanfar; Robert R. Tenney; Robert B. Washburn; Alan S. Willsky (ICIP (3), 1994)

Reconstructing Binary Polygonal Objects from Projections: A Statistical View. - Peyman Milanfar; William Clement Karl; Alan S. Willsky (CVGIP Graph. Model. Image Process., 1994)

Reconstructing polygons from moments with connections to array processing. - Peyman Milanfar; George C. Verghese; William Clement Karl; Alan S. Willsky (IEEE Trans. Signal Process., 1995)

On the hough transform of a polygon. - Peyman Milanfar (Pattern Recognit. Lett., 1996)

A moment-based variational approach to tomographic reconstruction. - Peyman Milanfar; William Clement Karl; Alan S. Willsky (IEEE Trans. Image Process., 1996)

Motion from Projections: A Foward Model. - Peyman Milanfar (ICIP (2), 1998)

Preconditioners for regularized image superresolution. - Nhat Nguyen; Gene H. Golub; Peyman Milanfar (ICASSP, 1999)

A Stable Numerical Method for Inverting Shape from Moments. - Gene H. Golub; Peyman Milanfar; James M. Varah (SIAM J. Sci. Comput., 1999)

Two-dimensional matched filtering for motion estimation. - Peyman Milanfar (IEEE Trans. Image Process., 1999)

A model of the effect of image motion in the Radon transform domain. - Peyman Milanfar (IEEE Trans. Image Process., 1999)

An Efficient Wavelet-Based Algorithm for Image Superresolution. - Nhat Nguyen; Peyman Milanfar (ICIP, 2000)

A computationally efficient superresolution image reconstruction algorithm. - Nhat Nguyen; Peyman Milanfar; Gene H. Golub (IEEE Trans. Image Process., 2001)

Efficient generalized cross-validation with applications to parametric image restoration and resolution enhancement. - Nhat Nguyen; Peyman Milanfar; Gene H. Golub (IEEE Trans. Image Process., 2001)

A statistical analysis of diffraction-limited imaging. - Peyman Milanfar; Ali Shakouri (ICIP (1), 2002)

Fast and robust super-resolution. - Sina Farsiu; M. Dirk Robinson; Michael Elad; Peyman Milanfar (ICIP (2), 2003)

Optimal framework for low bit-rate block coders. - Yaakov Tsaig; Michael Elad; Gene H. Golub; Peyman Milanfar (ICIP (2), 2003)

Reconstruction of Convex Bodies from Brightness Functions. - R. J. Gardner; Peyman Milanfar (Discret. Comput. Geom., 2003)

Fast Local and Global Projection-Based Methods for Affine Motion Estimation. - M. Dirk Robinson; Peyman Milanfar (J. Math. Imaging Vis., 2003)

Multiframe demosaicing and super-resolution from undersampled color images. - Sina Farsiu; Michael Elad; Peyman Milanfar (Computational Imaging, 2004)

Improved high-definition video by encoding at an intermediate resolution. - Andrew Segall; Michael Elad; Peyman Milanfar; Richard Webb; Chad Fogg (VCIP, 2004)

Advances and challenges in super-resolution. - Sina Farsiu; M. Dirk Robinson; Michael Elad; Peyman Milanfar (Int. J. Imaging Syst. Technol., 2004)

Trained detection of buried mines in SAR images via the deflection-optimal criterion. - Russell B. Cosgrove; Peyman Milanfar; Joel Kositsky (IEEE Trans. Geosci. Remote. Sens., 2004)

Fast and robust multiframe super resolution. - Sina Farsiu; M. Dirk Robinson; Michael Elad; Peyman Milanfar (IEEE Trans. Image Process., 2004)

Fundamental performance limits in image registration. - M. Dirk Robinson; Peyman Milanfar (IEEE Trans. Image Process., 2004)

Imaging below the diffraction limit: a statistical analysis. - Morteza Shahram; Peyman Milanfar (IEEE Trans. Image Process., 2004)

Shape from moments - an estimation theory perspective. - Michael Elad; Peyman Milanfar; Gene H. Golub (IEEE Trans. Signal Process., 2004)

Prewarping techniques in imaging: applications in nanotechnology and biotechnology. - Amyn Poonawala; Peyman Milanfar (Computational Imaging, 2005)

An adaptive framework for image and video sensing. - Lior Zimet; Morteza Shahram; Peyman Milanfar (Digital Photography, 2005)

Improved spectral analysis of nearby tones using local detectors. - Morteza Shahram; Peyman Milanfar (ICASSP (4), 2005)

Local detectors for high-resolution spectral analysis: Algorithms and performance. - Morteza Shahram; Peyman Milanfar (Digit. Signal Process., 2005)

The Generalized Eigenvalue Problem for Nonsquare Pencils Using a Minimal Perturbation Approach. - Gregory Boutry; Michael Elad; Gene H. Golub; Peyman Milanfar (SIAM J. Matrix Anal. Appl., 2005)

Multidimensional Integral Inversion, with Applications in Shape Reconstruction. - Annie A. M. Cuyt; Gene H. Golub; Peyman Milanfar; Brigitte Verdonk (SIAM J. Sci. Comput., 2005)

Bias minimizing filter design for gradient-based image registration. - M. Dirk Robinson; Peyman Milanfar (Signal Process. Image Commun., 2005)

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 Technol., 2005)

On the resolvability of sinusoids with nearby frequencies in the presence of noise. - Morteza Shahram; Peyman Milanfar (IEEE Trans. Signal Process., 2005)

Modeling multiscale differential pixel statistics. - David Odom; Peyman Milanfar (Computational Imaging, 2006)

A General Iterative Regularization Framework For Image Denoising. - Michael R. Charest; Michael Elad; Peyman Milanfar (CISS, 2006)

Analysis versus synthesis in signal priors. - Michael Elad; Peyman Milanfar; Ron Rubinstein (EUSIPCO, 2006)

Robust Kernel Regression for Restoration and Reconstruction of Images from Sparse Noisy Data. - Hiroyuki Takeda; Sina Farsiu; Peyman Milanfar (ICIP, 2006)

Video-to-Video Dynamic Super-Resolution for Grayscale and Color Sequences. - Sina Farsiu; Michael Elad; Peyman Milanfar (EURASIP J. Adv. Signal Process., 2006)

Super-Resolution Imaging: Analysis, Algorithms, and Applications. - Michael K. P. Ng 001; Tony F. Chan; Moon Gi Kang; Peyman Milanfar (EURASIP J. Adv. Signal Process., 2006)

Shape Estimation from Support and Diameter Functions. - Amyn Poonawala; Peyman Milanfar; Richard J. Gardner (J. Math. Imaging Vis., 2006)

Multiframe demosaicing and super-resolution of color images. - Sina Farsiu; Michael Elad; Peyman Milanfar (IEEE Trans. Image Process., 2006)

Statistical performance analysis of super-resolution. - M. Dirk Robinson; Peyman Milanfar (IEEE Trans. Image Process., 2006)

Statistical and Information-Theoretic Analysis of Resolution in Imaging. - Morteza Shahram; Peyman Milanfar (IEEE Trans. Inf. Theory, 2006)

Higher order bilateral filters and their properties. - Hiroyuki Takeda; Sina Farsiu; Peyman Milanfar (Computational Imaging, 2007)

Multi-Scale Statistical Detection and Ballistic Imaging Through Turbid Media. - Sina Farsiu; Peyman Milanfar (ICIP (3), 2007)

Mask Design for Optical Microlithography-An Inverse Imaging Problem. - Amyn Poonawala; Peyman Milanfar (IEEE Trans. Image Process., 2007)

Kernel Regression for Image Processing and Reconstruction. - Hiroyuki Takeda; Sina Farsiu; Peyman Milanfar (IEEE Trans. Image Process., 2007)

A generalization of non-local means via kernel regression. - Priyam Chatterjee; Peyman Milanfar (Computational Imaging, 2008)

Video denoising using higher order optimal space-time adaptation. - Hae Jong Seo; Peyman Milanfar (ICASSP, 2008)

Using local regression kernels for statistical object detection. - Hae Jong Seo; Peyman Milanfar (ICIP, 2008)

Spatio-temporal video interpolation and denoising using motion-assisted steering kernel (MASK) regression. - Hiroyuki Takeda; Peter van Beek; Peyman Milanfar (ICIP, 2008)

On Iterative Regularization and Its Application. - Michael R. Charest; Peyman Milanfar (IEEE Trans. Circuits Syst. Video Technol., 2008)

Deblurring Using Regularized Locally Adaptive Kernel Regression. - Hiroyuki Takeda; Sina Farsiu; Peyman Milanfar (IEEE Trans. Image Process., 2008)

Image denoising using locally learned dictionaries. - Priyam Chatterjee; Peyman Milanfar (Computational Imaging, 2009)

Nonparametric bottom-up saliency detection by self-resemblance. - Hae Jong Seo; Peyman Milanfar (CVPR Workshops, 2009)

Detection of human actions from a single example. - Hae Jong Seo; Peyman Milanfar (ICCV, 2009)

A Non-Parametric Approach to Automatic Change Detection in MRI Images of the Brain. - Hae Jong Seo; Peyman Milanfar (ISBI, 2009)

An Adaptive Nonparametric Approach to Restoration and Interpolation for Medical Imaging. - Hiroyuki Takeda; Peyman Milanfar (ISBI, 2009)

Optimal Registration Of Aliased Images Using Variable Projection With Applications To Super-Resolution. - M. Dirk Robinson; Sina Farsiu; Peyman Milanfar (Comput. J., 2009)

Clustering-Based Denoising With Locally Learned Dictionaries. - Priyam Chatterjee; Peyman Milanfar (IEEE Trans. Image Process., 2009)

Generalizing the Nonlocal-Means to Super-Resolution Reconstruction. - Matan Protter; Michael Elad; Hiroyuki Takeda; Peyman Milanfar (IEEE Trans. Image Process., 2009)

Super-Resolution Without Explicit Subpixel Motion Estimation. - Hiroyuki Takeda; Peyman Milanfar; Matan Protter; Michael Elad (IEEE Trans. Image Process., 2009)

Fundamental limits of image denoising: Are we there yet? - Priyam Chatterjee; Peyman Milanfar (ICASSP, 2010)

Visual saliency for automatic target detection, boundary detection, and image quality assessment. - Hae Jong Seo; Peyman Milanfar (ICASSP, 2010)

Nonlinear kernel backprojection for computed tomography. - Hiroyuki Takeda; Peyman Milanfar (ICASSP, 2010)

Learning denoising bounds for noisy images. - Priyam Chatterjee; Peyman Milanfar (ICIP, 2010)

A no-reference image content metric and its application to denoising. - Xiang Zhu; Peyman Milanfar (ICIP, 2010)

Image reconstruction from videos distorted by atmospheric turbulence. - Xiang Zhu; Peyman Milanfar (Visual Information Processing and Communication, 2010)

Training-Free, Generic Object Detection Using Locally Adaptive Regression Kernels. - Hae Jong Seo; Peyman Milanfar (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Is Denoising Dead? - Priyam Chatterjee; Peyman Milanfar (IEEE Trans. Image Process., 2010)

Automatic Parameter Selection for Denoising Algorithms Using a No-Reference Measure of Image Content. - Xiang Zhu; Peyman Milanfar (IEEE Trans. Image Process., 2010)

Stabilizing and deblurring atmospheric turbulence. - Xiang Zhu; Peyman Milanfar (ICCP, 2011)

Iteratively merging information from a pair of flash/no-flash images using nonlinear diffusion. - Hae Jong Seo; Peyman Milanfar (ICCV Workshops, 2011)

Patch-based locally optimal denoising. - Priyam Chatterjee; Peyman Milanfar (ICIP, 2011)

Superfast superresolution. - Filip Sroubek; Jan Kamenický; Peyman Milanfar (ICIP, 2011)

Restoration for weakly blurred and strongly noisy images. - Xiang Zhu; Peyman Milanfar (WACV, 2011)

Action Recognition from One Example. - Hae Jong Seo; Peyman Milanfar (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Face Verification Using the LARK Representation. - Hae Jong Seo; Peyman Milanfar (IEEE Trans. Inf. Forensics Secur., 2011)

Practical Bounds on Image Denoising: From Estimation to Information. - Priyam Chatterjee; Peyman Milanfar (IEEE Trans. Image Process., 2011)

Removing Motion Blur With Space-Time Processing. - Hiroyuki Takeda; Peyman Milanfar (IEEE Trans. Image Process., 2011)

Finding saliency in noisy images. - Chelhwon Kim; Peyman Milanfar (Computational Imaging, 2012)

Removal of haze and noise from a single image. - Erik Matlin; Peyman Milanfar (Computational Imaging, 2012)

Deconvolving PSFs for a Better Motion Deblurring Using Multiple Images. - Xiang Zhu; Filip Sroubek; Peyman Milanfar (ECCV (5), 2012)

Improving denoising filters by optimal diffusion. - Hossein Talebi Esfandarani; Peyman Milanfar (ICIP, 2012)

Patch-wise ideal stopping time for anisotropic diffusion. - Hossein Talebi Esfandarani; Peyman Milanfar (Visual Information Processing and Communication, 2012)

Robust flash denoising/deblurring by iterative guided filtering. - Hae Jong Seo; Peyman Milanfar (EURASIP J. Adv. Signal Process., 2012)

Patch-Based Near-Optimal Image Denoising. - Priyam Chatterjee; Peyman Milanfar (IEEE Trans. Image Process., 2012)

Robust Multichannel Blind Deconvolution via Fast Alternating Minimization. - Filip Sroubek; Peyman Milanfar (IEEE Trans. Image Process., 2012)

Blind Deconvolution Using Alternating Maximum a Posteriori Estimation with Heavy-Tailed Priors. - Jan Kotera; Filip Sroubek; Peyman Milanfar (CAIP (2), 2013)

A general framework for kernel similarity-based image denoising. - Amin Kheradmand; Peyman Milanfar (GlobalSIP, 2013)

Global image editing using the spectrum of affinity matrices. - Hossein Talebi Esfandarani; Peyman Milanfar (GlobalSIP, 2013)

Removing Atmospheric Turbulence via Space-Invariant Deconvolution. - Xiang Zhu; Peyman Milanfar (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Symmetrizing Smoothing Filters. - Peyman Milanfar (SIAM J. Imaging Sci., 2013)

A Tour of Modern Image Filtering: New Insights and Methods, Both Practical and Theoretical. - Peyman Milanfar (IEEE Signal Process. Mag., 2013)

How to SAIF-ly Boost Denoising Performance. - Hossein Talebi Esfandarani; Xiang Zhu; Peyman Milanfar (IEEE Trans. Image Process., 2013)

Estimating Spatially Varying Defocus Blur From A Single Image. - Xiang Zhu; Scott Cohen; Stephen Schiller; Peyman Milanfar (IEEE Trans. Image Process., 2013)

Space-Variant Image Deblurring on Smartphones Using Inertial Sensors. - Ondrej Sindelar; Filip Sroubek; Peyman Milanfar (CVPR Workshops, 2014)

Laplacian object: One-shot object detection by locality preserving projection. - Sujoy Kumar Biswas; Peyman Milanfar (ICIP, 2014)

A smartphone application for removing handshake blur and compensating rolling shutter. - Ondrej Sindelar; Filip Sroubek; Peyman Milanfar (ICIP, 2014)

Global denoising is asymptotically optimal. - Hossein Talebi Esfandarani; Peyman Milanfar (ICIP, 2014)

Global Image Denoising. - Hossein Talebi Esfandarani; Peyman Milanfar (IEEE Trans. Image Process., 2014)

Nonlocal Image Editing. - Hossein Talebi Esfandarani; Peyman Milanfar (IEEE Trans. Image Process., 2014)

A General Framework for Regularized, Similarity-Based Image Restoration. - Amin Kheradmand; Peyman Milanfar (IEEE Trans. Image Process., 2014)

Motion deblurring with graph Laplacian regularization. - Amin Kheradmand; Peyman Milanfar (Digital Photography, 2015)

Non-Linear Structure-Aware Image Sharpening with Difference of Smoothing Operators. - Amin Kheradmand; Peyman Milanfar (Frontiers ICT, 2015)

A pull-push method for fast non-local means filtering. - John R. Isidoro; Peyman Milanfar (ICIP, 2016)

A new class of image filters without normalization. - Peyman Milanfar; Hossein Talebi Esfandarani (ICIP, 2016)

Turbo denoising for mobile photographic applications. - Tak-Shing Wong; Peyman Milanfar (ICIP, 2016)

Linear Support Tensor Machine: Pedestrian Detection in Thermal Infrared Images. - Sujoy Kumar Biswas; Peyman Milanfar (CoRR, 2016)

Fast Multi-Layer Laplacian Enhancement. - Hossein Talebi Esfandarani; Peyman Milanfar (CoRR, 2016)

One Shot Detection with Laplacian Object and Fast Matrix Cosine Similarity. - Sujoy Kumar Biswas; Peyman Milanfar (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Asymptotic Performance of Global Denoising. - Hossein Talebi Esfandarani; Peyman Milanfar (SIAM J. Imaging Sci., 2016)

Fast Multilayer Laplacian Enhancement. - Hossein Talebi Esfandarani; Peyman Milanfar (IEEE Trans. Computational Imaging, 2016)

BLADE: Filter Learning for General Purpose Image Processing. - Pascal Getreuer; Ignacio Garcia-Dorado; John Isidoro; Sungjoon Choi; Frank Ong; Peyman Milanfar (CoRR, 2017)

Graphic Narrative with Interactive Stylization Design. - Ignacio Garcia-Dorado; Pascal Getreuer; Madison Le; Robin Debreuil; Alex Kauffmann; Peyman Milanfar (CoRR, 2017)

The Little Engine That Could: Regularization by Denoising (RED). - Yaniv Romano; Michael Elad; Peyman Milanfar (SIAM J. Imaging Sci., 2017)

RAISR: Rapid and Accurate Image Super Resolution. - Yaniv Romano; John Isidoro; Peyman Milanfar (IEEE Trans. Computational Imaging, 2017)

Linear Support Tensor Machine With LSK Channels: Pedestrian Detection in Thermal Infrared Images. - Sujoy Kumar Biswas; Peyman Milanfar (IEEE Trans. Image Process., 2017)

Style Transfer Via Texture Synthesis. - Michael Elad; Peyman Milanfar (IEEE Trans. Image Process., 2017)

RED-UCATION: A Novel CNN Architecture Based on Denoising Nonlinearities. - Yaniv Romano; Michael Elad; Peyman Milanfar (ICASSP, 2018)

BLADE: Filter learning for general purpose computational photography. - Pascal Getreuer; Ignacio Garcia-Dorado; John Isidoro; Sungjoon Choi; Frank Ong; Peyman Milanfar (ICCP, 2018)

Learned perceptual image enhancement. - Hossein Talebi Esfandarani; Peyman Milanfar (ICCP, 2018)

Fast, Trainable, Multiscale Denoising. - Sungjoon Choi; John Isidoro; Pascal Getreuer; Peyman Milanfar (ICIP, 2018)

Rendition: Reclaiming What a Black Box Takes Away. - Peyman Milanfar (SIAM J. Imaging Sci., 2018)

NIMA: Neural Image Assessment. - Hossein Talebi Esfandarani; Peyman Milanfar (IEEE Trans. Image Process., 2018)

Statistical Models of Signal and Noise and Fundamental Limits of Segmentation Accuracy in Retinal Optical Coherence Tomography. - Theodore B. Dubose; David Cunefare; Elijah Cole; Peyman Milanfar; Joseph A. Izatt; Sina Farsiu (IEEE Trans. Medical Imaging, 2018)

DeepRED: Deep Image Prior Powered by RED. - Gary Mataev; Michael Elad; Peyman Milanfar (CoRR, 2019)

Low-Weight and Learnable Image Denoising. - Gregory Vaksman; Michael Elad; Peyman Milanfar (CoRR, 2019)

Local Kernels That Approximate Bayesian Regularization and Proximal Operators. - Frank Ong; Peyman Milanfar; Pascal Getreuer (IEEE Trans. Image Process., 2019)

Handheld multi-frame super-resolution. - Bartlomiej Wronski; Ignacio Garcia-Dorado; Manfred Ernst; Damien Kelly; Michael Krainin; Chia-Kai Liang; Marc Levoy; Peyman Milanfar (ACM Trans. Graph., 2019)

Distortion Agnostic Deep Watermarking. - Xiyang Luo; Ruohan Zhan; Huiwen Chang; Feng Yang 008; Peyman Milanfar (CVPR, 2020)

LIDIA: Lightweight Learned Image Denoising with Instance Adaptation. - Gregory Vaksman; Michael Elad; Peyman Milanfar (CVPR Workshops, 2020)

GIFnets: Differentiable GIF Encoding Framework. - Innfarn Yoo; Xiyang Luo; Yilin Wang 001; Feng Yang 008; Peyman Milanfar (CVPR, 2020)

Rank-Smoothed Pairwise Learning In Perceptual Quality Assessment. - Hossein Talebi; Ehsan Amid; Peyman Milanfar; Manfred K. Warmuth (ICIP, 2020)

Super-Resolving Commercial Satellite Imagery Using Realistic Training Data. - Xiang Zhu; Hossein Talebi; Xinwei Shi; Feng Yang 008; Peyman Milanfar (ICIP, 2020)

Better Compression with Deep Pre-Editing. - Hossein Talebi; Damien Kelly; Xiyang Luo; Ignacio Garcia-Dorado; Feng Yang 008; Peyman Milanfar; Michael Elad (CoRR, 2020)

Image Stylization: From Predefined to Personalized. - Ignacio Garcia-Dorado; Pascal Getreuer; Bartlomiej Wronski; Peyman Milanfar (CoRR, 2020)

Creating High Resolution Images with a Latent Adversarial Generator. - David Berthelot; Peyman Milanfar; Ian J. Goodfellow (CoRR, 2020)

Image stylisation: from predefined to personalised. - Ignacio Garcia-Dorado; Pascal Getreuer; Bartlomiej Wronski; Peyman Milanfar (IET Comput. Vis., 2020)

Rich Features for Perceptual Quality Assessment of UGC Videos. - Yilin Wang 001; Junjie Ke; Hossein Talebi; Joong Gon Yim; Neil Birkbeck; Balu Adsumilli; Peyman Milanfar; Feng Yang 008 (CVPR, 2021)

The Rate-Distortion-Accuracy Tradeoff: JPEG Case Study. - Xiyang Luo; Hossein Talebi; Feng Yang 008; Michael Elad; Peyman Milanfar (DCC, 2021)

Projected Distribution Loss for Image Enhancement. - Mauricio Delbracio; Hossein Talebi; Peyman Milanfar (ICCP, 2021)

Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data. - Abdullah Abuolaim; Mauricio Delbracio; Damien Kelly; Michael S. Brown; Peyman Milanfar (ICCV, 2021)

MUSIQ: Multi-scale Image Quality Transformer. - Junjie Ke; Qifei Wang; Yilin Wang 001; Peyman Milanfar; Feng Yang 008 (ICCV, 2021)

COMISR: Compression-Informed Video Super-Resolution. - Yinxiao Li; Pengchong Jin; Feng Yang 008; Ce Liu 001; Ming-Hsuan Yang 001; Peyman Milanfar (ICCV, 2021)

Learning to Resize Images for Computer Vision Tasks. - Hossein Talebi; Peyman Milanfar (ICCV, 2021)

Patch Craft: Video Denoising by Deep Modeling and Patch Matching. - Gregory Vaksman; Michael Elad; Peyman Milanfar (ICCV, 2021)

High Perceptual Quality Image Denoising with a Posterior Sampling CGAN. - Guy Ohayon; Theo Adrai; Gregory Vaksman; Michael Elad; Peyman Milanfar (ICCVW, 2021)

Deep Perceptual Image Quality Assessment for Compression. - Juan Carlos Mier; Eddie Huang; Hossein Talebi; Feng Yang 008; Peyman Milanfar (ICIP, 2021)

Multi-path Neural Networks for On-device Multi-domain Visual Classification. - Qifei Wang; Junjie Ke; Joshua Greaves; Grace Chu; Gabriel Bender; Luciano Sbaiz; Alec Go; Andrew G. Howard; Ming-Hsuan Yang 001; Jeff Gilbert; Peyman Milanfar; Feng Yang 008 (WACV, 2021)

Mobile Computational Photography: A Tour. - Mauricio Delbracio; Damien Kelly; Michael S. Brown; Peyman Milanfar (CoRR, 2021)

Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods. - Mangal Prakash; Mauricio Delbracio; Peyman Milanfar; Florian Jug (CoRR, 2021)

Solving Image PDEs with a Shallow Network. - Pascal Tom Getreuer; Peyman Milanfar; Xiyang Luo (CoRR, 2021)

Regularization by Denoising via Fixed-Point Projection (RED-PRO). - Regev Cohen; Michael Elad; Peyman Milanfar (SIAM J. Imaging Sci., 2021)

Polyblur: Removing Mild Blur by Polynomial Reblurring. - Mauricio Delbracio; Ignacio Garcia-Dorado; Sungjoon Choi; Damien Kelly; Peyman Milanfar (IEEE Trans. Computational Imaging, 2021)

Better Compression With Deep Pre-Editing. - Hossein Talebi Esfandarani; Damien Kelly; Xiyang Luo; Ignacio Garcia-Dorado; Feng Yang 008; Peyman Milanfar; Michael Elad (IEEE Trans. Image Process., 2021)

Deep K-SVD Denoising. - Meyer Scetbon; Michael Elad; Peyman Milanfar (IEEE Trans. Image Process., 2021)

MAXIM: Multi-Axis MLP for Image Processing. - Zhengzhong Tu; Hossein Talebi; Han Zhang 010; Feng Yang 008; Peyman Milanfar; Alan C. Bovik; Yinxiao Li (CVPR, 2022)

Deblurring via Stochastic Refinement. - Jay Whang; Mauricio Delbracio; Hossein Talebi; Chitwan Saharia; Alexandros G. Dimakis; Peyman Milanfar (CVPR, 2022)

Deep 3D-to-2D Watermarking: Embedding Messages in 3D Meshes and Extracting Them from 2D Renderings. - Innfarn Yoo; Huiwen Chang; Xiyang Luo; Ondrej Stava; Ce Liu 001; Peyman Milanfar; Feng Yang 008 (CVPR, 2022)

MaxViT: Multi-axis Vision Transformer. - Zhengzhong Tu; Hossein Talebi; Han Zhang 010; Feng Yang 008; Peyman Milanfar; Alan C. Bovik; Yinxiao Li (ECCV (24), 2022)

Interpretable Unsupervised Diversity Denoising and Artefact Removal. - Mangal Prakash; Mauricio Delbracio; Peyman Milanfar; Florian Jug (ICLR, 2022)

Image Deblurring with Domain Generalizable Diffusion Models. - Mengwei Ren; Mauricio Delbracio; Hossein Talebi; Guido Gerig; Peyman Milanfar (CoRR, 2022)

VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining. - Junjie Ke; Keren Ye; Jiahui Yu; Yonghui Wu; Peyman Milanfar; Feng Yang 008 (CVPR, 2023)

SVDiff: Compact Parameter Space for Diffusion Fine-Tuning. - Ligong Han; Yinxiao Li; Han Zhang 010; Peyman Milanfar; Dimitris N. Metaxas; Feng Yang 008 (ICCV, 2023)

Multiscale Structure Guided Diffusion for Image Deblurring. - Mengwei Ren; Mauricio Delbracio; Hossein Talebi; Guido Gerig; Peyman Milanfar (ICCV, 2023)

MULLER: Multilayer Laplacian Resizer for Vision. - Zhengzhong Tu; Peyman Milanfar; Hossein Talebi (ICCV, 2023)

MRET: Multi-resolution Transformer for Video Quality Assessment. - Junjie Ke; Tianhao Zhang; Yilin Wang 001; Peyman Milanfar; Feng Yang 008 (CoRR, 2023)

Conditional Diffusion Distillation. - Kangfu Mei; Mauricio Delbracio; Hossein Talebi; Zhengzhong Tu; Vishal M. Patel; Peyman Milanfar (CoRR, 2023)

TIP: Text-Driven Image Processing with Semantic and Restoration Instructions. - Chenyang Qi; Zhengzhong Tu; Keren Ye; Mauricio Delbracio; Peyman Milanfar; Qifeng Chen; Hossein Talebi (CoRR, 2023)

Soft Diffusion: Score Matching with General Corruptions. - Giannis Daras; Mauricio Delbracio; Hossein Talebi; Alex Dimakis; Peyman Milanfar (Trans. Mach. Learn. Res., 2023)

Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration. - Mauricio Delbracio; Peyman Milanfar (Trans. Mach. Learn. Res., 2023)

CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation. - Kangfu Mei; Mauricio Delbracio; Hossein Talebi; Zhengzhong Tu; Vishal M. Patel; Peyman Milanfar (CVPR, 2024)

SPIRE: Semantic Prompt-Driven Image Restoration. - Chenyang Qi; Zhengzhong Tu; Keren Ye; Mauricio Delbracio; Peyman Milanfar; Qifeng Chen; Hossein Talebi (ECCV (40), 2024)

ArtVLM: Attribute Recognition Through Vision-Based Prefix Language Modeling. - William Yicheng Zhu; Keren Ye; Junjie Ke; Jiahui Yu; Leonidas J. Guibas; Peyman Milanfar; Feng Yang 008 (ECCV (27), 2024)

A Restoration Network as an Implicit Prior. - Yuyang Hu; Mauricio Delbracio; Peyman Milanfar; Ulugbek Kamilov (ICLR, 2024)

Prompt-tuning Latent Diffusion Models for Inverse Problems. - Hyungjin Chung; Jong Chul Ye; Peyman Milanfar; Mauricio Delbracio (ICML, 2024)

Denoising: A Powerful Building-Block for Imaging, Inverse Problems, and Machine Learning. - Peyman Milanfar; Mauricio Delbracio (CoRR, 2024)

A Survey on Diffusion Models for Inverse Problems. - Giannis Daras; Hyungjin Chung; Chieh-Hsin Lai; Yuki Mitsufuji; Jong Chul Ye; Peyman Milanfar; Alexandros G. Dimakis; Mauricio Delbracio (CoRR, 2024)

On the Relation Between Linear Diffusion and Power Iteration. - Dana Weitzner; Mauricio Delbracio; Peyman Milanfar; Raja Giryes (CoRR, 2024)

The Power of Context: How Multimodality Improves Image Super-Resolution. - Kangfu Mei; Hossein Talebi; Mojtaba Ardakani; Vishal M. Patel; Peyman Milanfar; Mauricio Delbracio (CVPR, 2025)

DVMark: A Deep Multiscale Framework for Video Watermarking. - Xiyang Luo; Yinxiao Li; Huiwen Chang; Ce Liu 001; Peyman Milanfar; Feng Yang 008 (IEEE Trans. Image Process., 2025)

Bigger is not Always Better: Scaling Properties of Latent Diffusion Models. - Kangfu Mei; Zhengzhong Tu; Mauricio Delbracio; Hossein Talebi; Vishal M. Patel; Peyman Milanfar (Trans. Mach. Learn. Res., 2025)

Reference-Guided Identity Preserving Face Restoration. - Mo Zhou; Keren Ye; Viraj Shah; Kangfu Mei; Mauricio Delbracio; Peyman Milanfar; Vishal M. Patel; Hossein Talebi (CoRR, 2025)

TextSR: Diffusion Super-Resolution with Multilingual OCR Guidance. - Keren Ye; Ignacio Garcia-Dorado; Michalis Raptis; Mauricio Delbracio; Irene Zhu; Peyman Milanfar; Hossein Talebi (CoRR, 2025)

UniRes: Universal Image Restoration for Complex Degradations. - Mo Zhou; Keren Ye; Mauricio Delbracio; Peyman Milanfar; Vishal M. Patel; Hossein Talebi (CoRR, 2025)

Kernel Density Steering: Inference-Time Scaling via Mode Seeking for Image Restoration. - Yuyang Hu; Kangfu Mei; Mojtaba Sahraee-Ardakan; Ulugbek S. Kamilov; Peyman Milanfar; Mauricio Delbracio (CoRR, 2025)