Peyman Milanfar

Q: What Schools Are Affiliated With Peyman Milanfar

Peyman Milanfar is affiliated with the following schools: University of California, Berkeley, Sharif University of Technology, Stanford University, Massachusetts Institute of Technology, University of California, Santa Cruz

Peyman Milanfar's AcademicInfluence.com Rankings

Peyman Milanfar

Engineering

#1094

World Rank

#1678

Historical Rank

Electrical Engineering

#255

World Rank

#293

Historical Rank

Applied Physics

#828

World Rank

#850

Historical Rank

engineering Degrees

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Engineering

Peyman Milanfar's Degrees

PhD Electrical Engineering Stanford University
Masters Electrical Engineering Stanford University
Bachelors Electrical Engineering Sharif University of Technology

Why Is Peyman Milanfar Influential?

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According to Wikipedia, Peyman Milanfar is a Distinguished Scientist / Sr. Director at Google Research, where he leads the Computational Imaging team. Prior to this, he was a Professor of Electrical Engineering at University of California Santa Cruz, from 1999 to 2014. He was Associate Dean for Research at the School of Engineering from 2010 to 2012. From 2012 to 2014 he was on leave at Google-x, where he helped develop the imaging pipeline for Google Glass. Most recently, his team at Google developed the digital zoom pipeline for the Pixel phones, which includes the multi-frame super-resolution "Super Res Zoom" technology, and the RAISR upscaling algorithm. In addition, the Night Sight mode on Pixel 3 uses the Super Res technology for vivid shots in all lighting conditions.

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Peyman Milanfar's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Fast and robust multiframe super resolution (2004) (2006)
Kernel Regression for Image Processing and Reconstruction (2007) (1382)
Analysis versus synthesis in signal priors (2006) (735)
Generalizing the Nonlocal-Means to Super-Resolution Reconstruction (2009) (718)
Static and space-time visual saliency detection by self-resemblance. (2009) (676)
Advances and challenges in super‐resolution (2004) (637)
NIMA: Neural Image Assessment (2017) (539)
A Tour of Modern Image Filtering: New Insights and Methods, Both Practical and Theoretical (2013) (538)
The Little Engine That Could: Regularization by Denoising (RED) (2016) (522)
Is Denoising Dead? (2010) (450)
A computationally efficient superresolution image reconstruction algorithm (2001) (445)
Automatic Parameter Selection for Denoising Algorithms Using a No-Reference Measure of Image Content (2010) (382)
Fast and Robust Multi-Frame Super-Resolution (2004) (360)
Multiframe demosaicing and super-resolution of color images (2006) (351)
Clustering-Based Denoising With Locally Learned Dictionaries (2009) (341)
Patch-Based Near-Optimal Image Denoising (2012) (327)
Super-Resolution Without Explicit Subpixel Motion Estimation (2009) (314)
Efficient generalized cross-validation with applications to parametric image restoration and resolution enhancement (2001) (251)
RAISR: Rapid and Accurate Image Super Resolution (2016) (223)
Global Image Denoising (2014) (199)
Robust Multichannel Blind Deconvolution via Fast Alternating Minimization (2012) (192)
Action Recognition from One Example (2011) (184)
Mask Design for Optical Microlithography—An Inverse Imaging Problem (2007) (178)
A no-reference sharpness metric sensitive to blur and noise (2009) (174)
Removing Atmospheric Turbulence via Space-Invariant Deconvolution (2013) (173)
Deblurring Using Regularized Locally Adaptive Kernel Regression (2008) (172)
Fundamental performance limits in image registration (2003) (167)
A wavelet-based interpolation-restoration method for superresolution (wavelet superresolution) (2000) (165)
Training-Free, Generic Object Detection Using Locally Adaptive Regression Kernels (2010) (160)
Multiscale principal components analysis for image local orientation estimation (2002) (160)
A Stable Numerical Method for Inverting Shape from Moments (1999) (159)
Face Verification Using the LARK Representation (2011) (156)
Estimating Spatially Varying Defocus Blur From A Single Image (2013) (151)
Super-resolution imaging (2011) (149)
A Tour of Modern Image Filtering (2013) (135)
DeepRED: Deep Image Prior Powered by RED (2019) (127)
Robust shift and add approach to superresolution (2003) (125)
Style Transfer Via Texture Synthesis (2016) (124)
Handheld multi-frame super-resolution (2019) (123)
Statistical performance analysis of super-resolution (2006) (118)
Monitoring the thermal condition of permanent-magnet synchronous motors (1991) (116)
Nonparametric bottom-up saliency detection by self-resemblance (2009) (116)
Reconstructing planar domains from their moments (2000) (115)
Shape from moments - an estimation theory perspective (2004) (112)
A General Framework for Regularized, Similarity-Based Image Restoration (2014) (110)
Imaging below the diffraction limit: a statistical analysis (2004) (110)
Blind Deconvolution Using Alternating Maximum a Posteriori Estimation with Heavy-Tailed Priors (2013) (109)
An efficient wavelet-based algorithm for image superresolution (2000) (104)
Reconstructing polygons from moments with connections to array processing (1995) (100)
Image reconstruction from videos distorted by atmospheric turbulence (2010) (92)
MaxViT: Multi-Axis Vision Transformer (2022) (90)
How to SAIF-ly Boost Denoising Performance (2013) (87)
The Generalized Eigenvalue Problem for Nonsquare Pencils Using a Minimal Perturbation Approach (2005) (85)
Optimal Registration Of Aliased Images Using Variable Projection With Applications To Super-Resolution (2008) (85)
Symmetrizing Smoothing Filters (2013) (82)
MAXIM: Multi-Axis MLP for Image Processing (2022) (79)
On the resolvability of sinusoids with nearby frequencies in the presence of noise (2005) (77)
MUSIQ: Multi-scale Image Quality Transformer (2021) (75)
Video-to-Video Dynamic Super-Resolution for Grayscale and Color Sequences (2006) (75)
A moment-based variational approach to tomographic reconstruction (1996) (75)
Convergence of algorithms for reconstructing convex bodies and directional measures (2006) (68)
Removal of haze and noise from a single image (2012) (66)
Learned perceptual image enhancement (2017) (62)
Robust Kernel Regression for Restoration and Reconstruction of Images from Sparse Noisy Data (2006) (62)
Deconvolving PSFs for a Better Motion Deblurring Using Multiple Images (2012) (62)
OPC and PSM design using inverse lithography: a nonlinear optimization approach (2006) (62)
Distortion Agnostic Deep Watermarking (2020) (61)
Practical Bounds on Image Denoising: From Estimation to Information (2011) (61)
Fundamental performance limits in image registration (2004) (59)
Linear Support Tensor Machine With LSK Channels: Pedestrian Detection in Thermal Infrared Images (2016) (59)
Deblurring via Stochastic Refinement (2021) (57)
Deep K-SVD Denoising (2019) (57)
Trained detection of buried mines in SAR images via the deflection-optimal criterion (2004) (56)
A model of the effect of image motion in the Radon transform domain (1999) (56)
Fast and robust super-resolution (2003) (55)
Detection of human actions from a single example (2009) (55)
Statistical and Information-Theoretic Analysis of Resolution in Imaging (2006) (51)
Results from a forward-looking GPR mine detection system (2000) (51)
A generalization of non-local means via kernel regression (2008) (50)
Fast Local and Global Projection-Based Methods for Affine Motion Estimation (2004) (49)
Variable projection for near-optimal filtering in low bit-rate block coders (2005) (49)
Regularization by Denoising via Fixed-Point Projection (RED-PRO) (2020) (45)
Learning to Resize Images for Computer Vision Tasks (2021) (43)
Constrained, globally optimal, multi-frame motion estimation (2005) (42)
Numerical algorithms for image superresolution (2000) (41)
Statistical detection and imaging of objects hidden in turbid media using ballistic photons. (2007) (41)
Stabilizing and deblurring atmospheric turbulence (2011) (40)
Visual saliency in noisy images. (2013) (39)
Two-dimensional matched filtering for motion estimation (1999) (38)
Multiframe demosaicing and super-resolution from undersampled color images (2004) (37)
Shape reconstruction from moments: theory, algorithms, and applications (2000) (36)
Visual saliency for automatic target detection, boundary detection, and image quality assessment (2010) (35)
A General Iterative Regularization Framework For Image Denoising (2006) (35)
Reconstructing Binary Polygonal Objects from Projections: A Statistical View (1994) (35)
Reconstruction of Convex Bodies from Brightness Functions (2003) (34)
Removing Motion Blur With Space–Time Processing (2011) (33)
Statistical Models of Signal and Noise and Fundamental Limits of Segmentation Accuracy in Retinal Optical Coherence Tomography (2018) (31)
Pushing back the limits of Raman imaging by coupling super-resolution and chemometrics for aerosols characterization (2015) (30)
Fast Multilayer Laplacian Enhancement (2016) (30)
Higher order bilateral filters and their properties (2007) (29)
Rich features for perceptual quality assessment of UGC videos (2021) (29)
Soft Diffusion: Score Matching for General Corruptions (2022) (28)
A non-parametric approach to automatic change detection in MRI images of the brain (2009) (28)
Double-exposure mask synthesis using inverse lithography (2007) (28)
One Shot Detection with Laplacian Object and Fast Matrix Cosine Similarity (2016) (28)
A general framework for kernel similarity-based image denoising (2013) (27)
Super-resolution and Raman chemical imaging: from multiple low resolution images to a high resolution image. (2008) (27)
INTERPOLATION-RESTORATION METHOD FOR SUPERRESOLUTION (WAVELET SUPERRESOLUTION)* (2000) (27)
A pixel-based regularization approach to inverse lithography (2007) (27)
Robust flash denoising/deblurring by iterative guided filtering (2012) (27)
BLADE: Filter learning for general purpose computational photography (2017) (26)
Nonlocal Image Editing (2014) (26)
Patch Craft: Video Denoising by Deep Modeling and Patch Matching (2021) (26)
Forward-looking high-resolution GPR system (1999) (25)
LIDIA: Lightweight Learned Image Denoising with Instance Adaptation (2019) (25)
Prewarping techniques in imaging: applications in nanotechnology and biotechnology (2005) (23)
Projection-based, frequency-domain estimation of superimposed translational motions (1996) (23)
Restoration for weakly blurred and strongly noisy images (2011) (22)
Statistical performance analysis of superresolution image reconstruction (2004) (22)
On Iterative Regularization and Its Application (2008) (22)
Dynamic demosaicing and color superresolution of video sequences (2004) (22)
Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data (2020) (21)
High Perceptual Quality Image Denoising with a Posterior Sampling CGAN (2021) (21)
Geometric estimation and reconstruction from tomographic data (1993) (21)
Optimal framework for low bit-rate block coders (2003) (21)
ILT for double exposure lithography with conventional and novel materials (2007) (20)
Infrared chemical imaging: spatial resolution evaluation and super-resolution concept. (2010) (20)
Super-resolution from Unregistered Aliased Images (2006) (20)
The Rate-Distortion-Accuracy Tradeoff: JPEG Case Study (2020) (20)
A Comparison of Some State of the Art Image Denoising Methods (2007) (20)
Efficient Registration of Aliased X-Ray Images (2007) (19)
Blind restoration/superresolution with generalized cross-validation using Gauss-type quadrature rules (1999) (19)
Statistical analysis of achievable resolution in incoherent imaging (2003) (18)
Multidimensional Integral Inversion, with Applications in Shape Reconstruction (2005) (18)
Super-Resolution Imaging: Analysis, Algorithms, and Applications (2006) (18)
A practical approach to superresolution (2006) (18)
Fundamental limits of image denoising: Are we there yet? (2010) (18)
Projected Distribution Loss for Image Enhancement (2020) (18)
Bias minimizing filter design for gradient-based image registration (2005) (17)
Better Compression With Deep Pre-Editing (2020) (17)
A practical approach to super-resolution (2006) (17)
Mobile Computational Photography: A Tour (2021) (17)
Spatio-temporal video interpolation and denoising using motion-assisted steering kernel (MASK) regression (2008) (16)
Power Trace: An Efficient Method for Extracting the Power Dissipation Profile in an IC Chip From Its Temperature Map (2009) (16)
Polyblur: Removing Mild Blur by Polynomial Reblurring (2020) (15)
Superfast superresolution (2011) (14)
Video denoising using higher order optimal space-time adaptation (2008) (13)
Using local regression kernels for statistical object detection (2008) (13)
Interpretable Unsupervised Diversity Denoising and Artefact Removal (2021) (13)
Shape Estimation from Support and Diameter Functions (2006) (12)
Creating High Resolution Images with a Latent Adversarial Generator (2020) (12)
Learning denoising bounds for noisy images (2010) (12)
Blind Superresolution with Generalized Cross-Validation using Gauss-Type Quadrature Rules (1999) (12)
Spatiotemporal Video Upscaling Using Motion-Assisted Steering Kernel (MASK) Regression (2010) (12)
COMISR: Compression-Informed Video Super-Resolution (2021) (11)
Space-Variant Image Deblurring on Smartphones Using Inertial Sensors (2014) (11)
A no-reference image content metric and its application to denoising (2010) (11)
Improved high-definition video by encoding at an intermediate resolution (2004) (11)
Efficiency and accuracy tradeoffs in using projections for motion estimation (2001) (10)
Recovering the moments of a function from its radon-transform projections : necessary and sufficient conditions (1992) (10)
A new class of image filters without normalization (2016) (9)
DVMark: A Deep Multiscale Framework for Video Watermarking (2021) (9)
Local Kernels That Approximate Bayesian Regularization and Proximal Operators (2018) (9)
Non-Linear Structure-Aware Image Sharpening with Difference of Smoothing Operators (2015) (9)
Shape reconstruction from brightness functions (2001) (9)
A statistical analysis of diffraction-limited imaging (2002) (8)
Extraction of Power Dissipation Profile in an IC Chip from Temperature Map (2007) (8)
Patch-based locally optimal denoising (2011) (8)
Bias modeling for image denoising (2009) (8)
A smartphone application for removing handshake blur and compensating rolling shutter (2014) (8)
Rendition: Reclaiming what a black box takes away (2018) (8)
Image denoising using locally learned dictionaries (2009) (8)
Turbo denoising for mobile photographic applications (2016) (7)
A statistical analysis of shape reconstruction from areas of shadows (2002) (7)
Deep Perceptual Image Quality Assessment for Compression (2021) (7)
Statistical Approaches to Quality Assessment for Image Restoration (2008) (7)
Multi-path Neural Networks for On-device Multi-domain Visual Classification (2020) (7)
Bias-minimizing filters for gradient-based motion estimation (2003) (7)
Modeling multiscale differential pixel statistics (2006) (7)
Asymptotic Performance of Global Denoising (2016) (6)
Video transcoding optimization based on input perceptual quality (2020) (6)
Image Denoising by Adaptive Kernel Regression (2005) (6)
On the hough transform of a polygon (1996) (6)
Super-Resolving Commercial Satellite Imagery Using Realistic Training Data (2020) (6)
A pull-push method for fast non-local means filtering (2016) (6)
Iteratively merging information from a pair of flash/no-flash images using nonlinear diffusion (2011) (5)
Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods (2021) (5)
Deep 3D-to-2D Watermarking: Embedding Messages in 3D Meshes and Extracting Them from 2D Renderings (2021) (5)
An adaptive nonparametric approach to restoration and interpolation for medical imaging (2009) (5)
Global denoising is asymptotically optimal (2014) (5)
Laplacian object: One-shot object detection by locality preserving projection (2014) (5)
Improving denoising filters by optimal diffusion (2012) (5)
Local detectors for high-resolution spectral analysis: Algorithms and performance (2005) (5)
Motion deblurring with graph Laplacian regularization (2015) (5)
Rank-Smoothed Pairwise Learning In Perceptual Quality Assessment (2020) (4)
Preconditioners for regularized image superresolution (1999) (4)
RED-UCATION: A Novel CNN Architecture Based on Denoising Nonlinearities (2018) (4)
Fast, Trainable, Multiscale Denoising (2018) (4)
A Tour of Modern Image Processing (2011) (4)
BIAS-MINIMIZING FILTERS FOR MOTION ESTIMATION (2003) (4)
Computational Photography Using a Pair of Flash/No-flash Images by Iterative Guided Filtering (2011) (4)
Robust visual recognition with locally adaptive regression kernels (2011) (3)
An adaptive framework for image and video sensing (2005) (3)
Failure monitoring in small permanent-magnet synchronous motors (1990) (3)
Super-Drizzle: Applications of Adaptive Kernel Regression in Astronomical Imaging (2006) (3)
Global image editing using the spectrum of affinity matrices (2013) (3)
Moment-based geometric image reconstruction (1994) (3)
Using image Super-Resolution techniques as a coarse-graining method for physical systems (2018) (3)
Image Stylization: From Predefined to Personalized (2020) (3)
Estimation theoretic analysis of motion in image sequences (2004) (3)
Nonlinear kernel backprojection for computed tomography (2010) (3)
Regularized Kernel Regression for Image Deblurring (2006) (3)
Locally Adaptive Kernel Regression for Space-Time Super-Resolution (2017) (3)
Face Verification Using the LARK Face Representation (2011) (3)
Adaptive Regression Kernels for Image/Video Restoration and Recognition (2009) (2)
Image Deblurring with Domain Generalizable Diffusion Models (2022) (2)
Multi-Scale Statistical Detection and Ballistic Imaging Through Turbid Media (2007) (2)
Modeling and estimation for a class of multiresolution random fields (1994) (2)
GIFnets: Differentiable GIF Encoding Framework (2020) (2)
Asymptotic Nearness of Stochastic and Doubly-Stochastic Matrices (2011) (2)
Improved spectral analysis of nearby tones using local detectors (2005) (2)
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration (2023) (2)
Finding saliency in noisy images (2012) (2)
BLADE: Filter Learning for General Purpose Image Processing (2017) (2)
NONPARAMETRIC DETECTION AND RECOGNITION OF VISUAL OBJECTS FROM A SINGLE EXAMPLE (2009) (2)
RECONSTRUCTION OF CONVEX BODIES OF REVOLUTION FROM THE AREAS OF THEIR SHADOWS (2004) (2)
On the Uncertainty Analysis of Shape Reconstruction from Areas of Silhouettes (2002) (2)
Reconstructing Shapes from Support and Brightness Functions Contents (2004) (2)
Image stylisation: from predefined to personalised (2021) (2)
Solving Image PDEs with a Shallow Network (2021) (1)
Reconstructing parameterized objects from projections : a statistical view (1993) (1)
Geometric Aspects Of Tomographic Signal Processing (1991) (1)
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning (2023) (1)
Waveforms for Active Sensing: Optical Waveform Design and Analysis for Ballistic Imaging Through Turbid Media (2008) (1)
A General Framework for Iterative Regularization in Image Processing Contents (2006) (1)
Statistical approaches to the tomographic reconstruction of finitely parameterized geometric objects (1992) (1)
Resolution and Its Enhancements in Imaging (2005) (1)
Motion from projection: a forward model (1998) (1)
Blind restoration and superresolution using generalized cross-validation with Gauss quadrature rules (2000) (1)
Propagation mode estimation: a prerequisite for OTH radar fusion (1994) (1)
Patch-wise ideal stopping time for anisotropic diffusion (2012) (1)
Pull-Push Non-local Means with Guided and Burst Filtering Capabilities (2018) (1)
Qpro: An improved no-reference image content metric using locally adapted SVD (2013) (1)
A Persian Folk Method of Figuring Interest (1996) (1)
Shape from Support-type Functions : Algorithms and Statistical Analysis ∗ (2004) (1)
Wavelet based Technique for Super Resolution Image Reconstruction (2019) (0)
Computational Imaging in Demanding Conditions (2015) (0)
Fundamental Bounds on Accuracy of Human Retinal SDOCT Image Segmentation based on Retinal Layer-Specific Noise Models (2016) (0)
Some advances in multiframe resolution enhancement (2001) (0)
Shape from moments as an inverse problem (2002) (0)
Brightness Function Program Information (2018) (0)
A near-optimal filtering scheme for low bit-rate block coders using variable projection (2003) (0)
MaxViT: Multi-Axis Vision Transformer (Supplementary Material) (2022) (0)
Adaptive Image Transcoding (2020) (0)
ROBUST MULTI-FRAME SUPER-RESOLUTION OF GRAYSCALE IMAGES (2005) (0)
Polygon reconstruction from moments using array processing (1994) (0)
"Integrated Imaging Seminar" Wednesday, March 27th, 2013 @ 11:00am BRK, ROOM 1001 (2013) (0)
Fast Geometric Algorithms for Tomographic Nondestructive Evaluation (2000) (0)
Inverting a multidimensional shape from moments (2004) (0)
Filtering Images Without Normalization (2015) (0)
Tails of Condition Number Distributions (2005) (0)
Detection and Discrimination at the Intersection of Statistical Signal Processing and Machine Learning F49620-03-1-0387 (2008) (0)
Optical coherence tomography noise modeling and fundamental bounds on human retinal layer segmentation accuracy (Conference Presentation) (2016) (0)
Detection and Discrimination at the Intersection of Statistical Signal Processing and Machine Learning (2008) (0)
R ICH FEATURES FOR PERCEPTUAL QUALITY ASSESSMENT OF UGC VIDEOS S (2021) (0)
MAXIM: Multi-Axis MLP for Image Processing (Supplementary Material) (2022) (0)
MRET: Multi-resolution transformer for video quality assessment (2023) (0)
Title: Infrared Chemical Imaging: Spatial Resolution Evaluation and Super-resolution Concept Infrared Chemical Imaging: Spatial Resolution Evaluation and Super-resolution Concept 2 (2010) (0)
Performance Bounds on Image Denoising or “ Is Denoising Dead ? ” (2009) (0)
Data-adaptive filtering and the state of the art in image processing (Presentation Video) (2013) (0)
MULLER: Multilayer Laplacian Resizer for Vision (2023) (0)
Graphic Narrative with Interactive Stylization Design (2017) (0)
4 Super-Resolution with Probabilistic Motion Estimation (2018) (0)
Multiscale Structure Guided Diffusion for Image Deblurring (2022) (0)
VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining (2023) (0)
Robust flash denoising/deblurring by iterative guided filtering (2012) (0)
Distortion Blind Deep Watermarking (2020) (0)
Low-Weight and Learnable Image Denoising (2019) (0)
Motion from Projections: A Foward Model. (1998) (0)
A General Iterative Regularization Framework For (2006) (0)
Nonparametric Face Verification Using a Novel Face Representation (2010) (0)
GIFnets: An end-to-end neural network based GIF encoding framework (2020) (0)
EÆciency and Accuracy Tradeo s in using Projections for Motion Estimation (0)
I NTERPRETABLE U NSUPERVISED D IVERSITY D ENOISING AND A RTEFACT R EMOVAL (2022) (0)

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What Schools Are Affiliated With Peyman Milanfar?

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Peyman Milanfar's Academic­Influence.com Rankings

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Why Is Peyman Milanfar Influential?

Peyman Milanfar's Published Works

Published Works

Other Resources About Peyman Milanfar

What Schools Are Affiliated With Peyman Milanfar?

Peyman Milanfar's AcademicInfluence.com Rankings