Peyman Milanfar

Orcid: 0000-0003-1455-7662

According to our database1, Peyman Milanfar authored at least 186 papers between 1993 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2010, "For contributions to inverse problems and super-resolution in imaging".

Timeline

Legend:

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Bibliography

2024
On the Relation Between Linear Diffusion and Power Iteration.
CoRR, 2024

A Survey on Diffusion Models for Inverse Problems.
CoRR, 2024

Denoising: A Powerful Building-Block for Imaging, Inverse Problems, and Machine Learning.
CoRR, 2024

Bigger is not Always Better: Scaling Properties of Latent Diffusion Models.
CoRR, 2024

Prompt-tuning Latent Diffusion Models for Inverse Problems.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

A Restoration Network as an Implicit Prior.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

ArtVLM: Attribute Recognition Through Vision-Based Prefix Language Modeling.
Proceedings of the Computer Vision - ECCV 2024, 2024

SPIRE: Semantic Prompt-Driven Image Restoration.
Proceedings of the Computer Vision - ECCV 2024, 2024

CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration.
Trans. Mach. Learn. Res., 2023

Soft Diffusion: Score Matching with General Corruptions.
Trans. Mach. Learn. Res., 2023

TIP: Text-Driven Image Processing with Semantic and Restoration Instructions.
CoRR, 2023

Conditional Diffusion Distillation.
CoRR, 2023

MRET: Multi-resolution Transformer for Video Quality Assessment.
CoRR, 2023

MULLER: Multilayer Laplacian Resizer for Vision.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Multiscale Structure Guided Diffusion for Image Deblurring.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SVDiff: Compact Parameter Space for Diffusion Fine-Tuning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Image Deblurring with Domain Generalizable Diffusion Models.
CoRR, 2022

Interpretable Unsupervised Diversity Denoising and Artefact Removal.
Proceedings of the Tenth International Conference on Learning Representations, 2022

MaxViT: Multi-axis Vision Transformer.
Proceedings of the Computer Vision, 2022

Deep 3D-to-2D Watermarking: Embedding Messages in 3D Meshes and Extracting Them from 2D Renderings.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Deblurring via Stochastic Refinement.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MAXIM: Multi-Axis MLP for Image Processing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Deep K-SVD Denoising.
IEEE Trans. Image Process., 2021

Better Compression With Deep Pre-Editing.
IEEE Trans. Image Process., 2021

Polyblur: Removing Mild Blur by Polynomial Reblurring.
IEEE Trans. Computational Imaging, 2021

Regularization by Denoising via Fixed-Point Projection (RED-PRO).
SIAM J. Imaging Sci., 2021

Solving Image PDEs with a Shallow Network.
CoRR, 2021

DVMark: A Deep Multiscale Framework for Video Watermarking.
CoRR, 2021

Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods.
CoRR, 2021

Mobile Computational Photography: A Tour.
CoRR, 2021

Multi-path Neural Networks for On-device Multi-domain Visual Classification.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Deep Perceptual Image Quality Assessment for Compression.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

High Perceptual Quality Image Denoising with a Posterior Sampling CGAN.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Patch Craft: Video Denoising by Deep Modeling and Patch Matching.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Learning to Resize Images for Computer Vision Tasks.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

COMISR: Compression-Informed Video Super-Resolution.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

MUSIQ: Multi-scale Image Quality Transformer.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Projected Distribution Loss for Image Enhancement.
Proceedings of the IEEE International Conference on Computational Photography, 2021

The Rate-Distortion-Accuracy Tradeoff: JPEG Case Study.
Proceedings of the 31st Data Compression Conference, 2021

Rich Features for Perceptual Quality Assessment of UGC Videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Image stylisation: from predefined to personalised.
IET Comput. Vis., 2020

Creating High Resolution Images with a Latent Adversarial Generator.
CoRR, 2020

Image Stylization: From Predefined to Personalized.
CoRR, 2020

Better Compression with Deep Pre-Editing.
CoRR, 2020

Super-Resolving Commercial Satellite Imagery Using Realistic Training Data.
Proceedings of the IEEE International Conference on Image Processing, 2020

Rank-Smoothed Pairwise Learning In Perceptual Quality Assessment.
Proceedings of the IEEE International Conference on Image Processing, 2020

GIFnets: Differentiable GIF Encoding Framework.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

LIDIA: Lightweight Learned Image Denoising with Instance Adaptation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Distortion Agnostic Deep Watermarking.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Handheld multi-frame super-resolution.
ACM Trans. Graph., 2019

Local Kernels That Approximate Bayesian Regularization and Proximal Operators.
IEEE Trans. Image Process., 2019

Low-Weight and Learnable Image Denoising.
CoRR, 2019

DeepRED: Deep Image Prior Powered by RED.
CoRR, 2019

2018
Statistical Models of Signal and Noise and Fundamental Limits of Segmentation Accuracy in Retinal Optical Coherence Tomography.
IEEE Trans. Medical Imaging, 2018

NIMA: Neural Image Assessment.
IEEE Trans. Image Process., 2018

Rendition: Reclaiming What a Black Box Takes Away.
SIAM J. Imaging Sci., 2018

Fast, Trainable, Multiscale Denoising.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Learned perceptual image enhancement.
Proceedings of the 2018 IEEE International Conference on Computational Photography, 2018

BLADE: Filter learning for general purpose computational photography.
Proceedings of the 2018 IEEE International Conference on Computational Photography, 2018

RED-UCATION: A Novel CNN Architecture Based on Denoising Nonlinearities.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Style Transfer Via Texture Synthesis.
IEEE Trans. Image Process., 2017

Linear Support Tensor Machine With LSK Channels: Pedestrian Detection in Thermal Infrared Images.
IEEE Trans. Image Process., 2017

RAISR: Rapid and Accurate Image Super Resolution.
IEEE Trans. Computational Imaging, 2017

The Little Engine That Could: Regularization by Denoising (RED).
SIAM J. Imaging Sci., 2017

Graphic Narrative with Interactive Stylization Design.
CoRR, 2017

BLADE: Filter Learning for General Purpose Image Processing.
CoRR, 2017

2016
Fast Multilayer Laplacian Enhancement.
IEEE Trans. Computational Imaging, 2016

Asymptotic Performance of Global Denoising.
SIAM J. Imaging Sci., 2016

One Shot Detection with Laplacian Object and Fast Matrix Cosine Similarity.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Fast Multi-Layer Laplacian Enhancement.
CoRR, 2016

Linear Support Tensor Machine: Pedestrian Detection in Thermal Infrared Images.
CoRR, 2016

Turbo denoising for mobile photographic applications.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A new class of image filters without normalization.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A pull-push method for fast non-local means filtering.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Non-Linear Structure-Aware Image Sharpening with Difference of Smoothing Operators.
Frontiers ICT, 2015

Motion deblurring with graph Laplacian regularization.
Proceedings of the Digital Photography XI, 2015

2014
A General Framework for Regularized, Similarity-Based Image Restoration.
IEEE Trans. Image Process., 2014

Nonlocal Image Editing.
IEEE Trans. Image Process., 2014

Global Image Denoising.
IEEE Trans. Image Process., 2014

Global denoising is asymptotically optimal.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A smartphone application for removing handshake blur and compensating rolling shutter.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Laplacian object: One-shot object detection by locality preserving projection.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Space-Variant Image Deblurring on Smartphones Using Inertial Sensors.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Estimating Spatially Varying Defocus Blur From A Single Image.
IEEE Trans. Image Process., 2013

How to SAIF-ly Boost Denoising Performance.
IEEE Trans. Image Process., 2013

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

Symmetrizing Smoothing Filters.
SIAM J. Imaging Sci., 2013

Removing Atmospheric Turbulence via Space-Invariant Deconvolution.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Global image editing using the spectrum of affinity matrices.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

A general framework for kernel similarity-based image denoising.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Blind Deconvolution Using Alternating Maximum a Posteriori Estimation with Heavy-Tailed Priors.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
Robust Multichannel Blind Deconvolution via Fast Alternating Minimization.
IEEE Trans. Image Process., 2012

Patch-Based Near-Optimal Image Denoising.
IEEE Trans. Image Process., 2012

Robust flash denoising/deblurring by iterative guided filtering.
EURASIP J. Adv. Signal Process., 2012

Patch-wise ideal stopping time for anisotropic diffusion.
Proceedings of the Visual Information Processing and Communication III, 2012

Improving denoising filters by optimal diffusion.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Deconvolving PSFs for a Better Motion Deblurring Using Multiple Images.
Proceedings of the Computer Vision - ECCV 2012, 2012

Removal of haze and noise from a single image.
Proceedings of the Computational Imaging X, 2012

Finding saliency in noisy images.
Proceedings of the Computational Imaging X, 2012

2011
Removing Motion Blur With Space-Time Processing.
IEEE Trans. Image Process., 2011

Practical Bounds on Image Denoising: From Estimation to Information.
IEEE Trans. Image Process., 2011

Face Verification Using the LARK Representation.
IEEE Trans. Inf. Forensics Secur., 2011

Action Recognition from One Example.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Restoration for weakly blurred and strongly noisy images.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Superfast superresolution.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Patch-based locally optimal denoising.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Iteratively merging information from a pair of flash/no-flash images using nonlinear diffusion.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Stabilizing and deblurring atmospheric turbulence.
Proceedings of the 2011 IEEE International Conference on Computational Photography, 2011

2010
Automatic Parameter Selection for Denoising Algorithms Using a No-Reference Measure of Image Content.
IEEE Trans. Image Process., 2010

Is Denoising Dead?
IEEE Trans. Image Process., 2010

Training-Free, Generic Object Detection Using Locally Adaptive Regression Kernels.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Image reconstruction from videos distorted by atmospheric turbulence.
Proceedings of the Visual Information Processing and Communication, 2010

A no-reference image content metric and its application to denoising.
Proceedings of the International Conference on Image Processing, 2010

Learning denoising bounds for noisy images.
Proceedings of the International Conference on Image Processing, 2010

Nonlinear kernel backprojection for computed tomography.
Proceedings of the IEEE International Conference on Acoustics, 2010

Visual saliency for automatic target detection, boundary detection, and image quality assessment.
Proceedings of the IEEE International Conference on Acoustics, 2010

Fundamental limits of image denoising: Are we there yet?
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Super-Resolution Without Explicit Subpixel Motion Estimation.
IEEE Trans. Image Process., 2009

Generalizing the Nonlocal-Means to Super-Resolution Reconstruction.
IEEE Trans. Image Process., 2009

Clustering-Based Denoising With Locally Learned Dictionaries.
IEEE Trans. Image Process., 2009

Optimal Registration Of Aliased Images Using Variable Projection With Applications To Super-Resolution.
Comput. J., 2009

An Adaptive Nonparametric Approach to Restoration and Interpolation for Medical Imaging.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

A Non-Parametric Approach to Automatic Change Detection in MRI Images of the Brain.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Detection of human actions from a single example.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Nonparametric bottom-up saliency detection by self-resemblance.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Image denoising using locally learned dictionaries.
Proceedings of the Computational Imaging VII, 2009

2008
Deblurring Using Regularized Locally Adaptive Kernel Regression.
IEEE Trans. Image Process., 2008

On Iterative Regularization and Its Application.
IEEE Trans. Circuits Syst. Video Technol., 2008

Spatio-temporal video interpolation and denoising using motion-assisted steering kernel (MASK) regression.
Proceedings of the International Conference on Image Processing, 2008

Using local regression kernels for statistical object detection.
Proceedings of the International Conference on Image Processing, 2008

Video denoising using higher order optimal space-time adaptation.
Proceedings of the IEEE International Conference on Acoustics, 2008

A generalization of non-local means via kernel regression.
Proceedings of the Computational Imaging VI, 2008

2007
Kernel Regression for Image Processing and Reconstruction.
IEEE Trans. Image Process., 2007

Mask Design for Optical Microlithography-An Inverse Imaging Problem.
IEEE Trans. Image Process., 2007

Multi-Scale Statistical Detection and Ballistic Imaging Through Turbid Media.
Proceedings of the International Conference on Image Processing, 2007

Higher order bilateral filters and their properties.
Proceedings of the Computational Imaging V, San Jose, 2007

2006
Statistical and Information-Theoretic Analysis of Resolution in Imaging.
IEEE Trans. Inf. Theory, 2006

Statistical performance analysis of super-resolution.
IEEE Trans. Image Process., 2006

Multiframe demosaicing and super-resolution of color images.
IEEE Trans. Image Process., 2006

Shape Estimation from Support and Diameter Functions.
J. Math. Imaging Vis., 2006

Super-Resolution Imaging: Analysis, Algorithms, and Applications.
EURASIP J. Adv. Signal Process., 2006

Video-to-Video Dynamic Super-Resolution for Grayscale and Color Sequences.
EURASIP J. Adv. Signal Process., 2006

Robust Kernel Regression for Restoration and Reconstruction of Images from Sparse Noisy Data.
Proceedings of the International Conference on Image Processing, 2006

Analysis versus synthesis in signal priors.
Proceedings of the 14th European Signal Processing Conference, 2006

A General Iterative Regularization Framework For Image Denoising.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

Modeling multiscale differential pixel statistics.
Proceedings of the Computational Imaging IV, San Jose, 2006

2005
On the resolvability of sinusoids with nearby frequencies in the presence of noise.
IEEE Trans. Signal Process., 2005

Variable projection for near-optimal filtering in low bit-rate block coders.
IEEE Trans. Circuits Syst. Video Technol., 2005

Bias minimizing filter design for gradient-based image registration.
Signal Process. Image Commun., 2005

Multidimensional Integral Inversion, with Applications in Shape Reconstruction.
SIAM J. Sci. Comput., 2005

The Generalized Eigenvalue Problem for Nonsquare Pencils Using a Minimal Perturbation Approach.
SIAM J. Matrix Anal. Appl., 2005

Local detectors for high-resolution spectral analysis: Algorithms and performance.
Digit. Signal Process., 2005

Improved spectral analysis of nearby tones using local detectors.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

An adaptive framework for image and video sensing.
Proceedings of the Digital Photography, San Jose, CA, USA, January 17, 2005, 2005

Prewarping techniques in imaging: applications in nanotechnology and biotechnology.
Proceedings of the Computational Imaging III, San Jose, 2005

2004
Shape from moments - an estimation theory perspective.
IEEE Trans. Signal Process., 2004

Imaging below the diffraction limit: a statistical analysis.
IEEE Trans. Image Process., 2004

Fundamental performance limits in image registration.
IEEE Trans. Image Process., 2004

Fast and robust multiframe super resolution.
IEEE Trans. Image Process., 2004

Trained detection of buried mines in SAR images via the deflection-optimal criterion.
IEEE Trans. Geosci. Remote. Sens., 2004

Advances and challenges in super-resolution.
Int. J. Imaging Syst. Technol., 2004

Improved high-definition video by encoding at an intermediate resolution.
Proceedings of the Visual Communications and Image Processing 2004, 2004

Multiframe demosaicing and super-resolution from undersampled color images.
Proceedings of the Computational Imaging II, San Jose, 2004

2003
Fast Local and Global Projection-Based Methods for Affine Motion Estimation.
J. Math. Imaging Vis., 2003

Reconstruction of Convex Bodies from Brightness Functions.
Discret. Comput. Geom., 2003

Optimal framework for low bit-rate block coders.
Proceedings of the 2003 International Conference on Image Processing, 2003

Fast and robust super-resolution.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
A statistical analysis of diffraction-limited imaging.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Efficient generalized cross-validation with applications to parametric image restoration and resolution enhancement.
IEEE Trans. Image Process., 2001

A computationally efficient superresolution image reconstruction algorithm.
IEEE Trans. Image Process., 2001

2000
An Efficient Wavelet-Based Algorithm for Image Superresolution.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
A model of the effect of image motion in the Radon transform domain.
IEEE Trans. Image Process., 1999

Two-dimensional matched filtering for motion estimation.
IEEE Trans. Image Process., 1999

A Stable Numerical Method for Inverting Shape from Moments.
SIAM J. Sci. Comput., 1999

Preconditioners for regularized image superresolution.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Motion from Projections: A Foward Model.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1996
A moment-based variational approach to tomographic reconstruction.
IEEE Trans. Image Process., 1996

On the hough transform of a polygon.
Pattern Recognit. Lett., 1996

1995
Reconstructing polygons from moments with connections to array processing.
IEEE Trans. Signal Process., 1995

1994
Reconstructing Binary Polygonal Objects from Projections: A Statistical View.
CVGIP Graph. Model. Image Process., 1994

Modeling and Estimation for a Class of Multiresolution Random Fields.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Moment-Based Geometric Image Reconstruction.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993
Geometric estimation and reconstruction from tomographic data.
PhD thesis, 1993


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