Pierre A. Moulin

Pierre A. Moulin's AcademicInfluence.com Rankings

Pierre A. Moulin

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#7249

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Electrical Engineering

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#1813

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Pierre A. Moulin

Computer Science

#7722

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#8127

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Engineering
Computer Science

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Pierre A. Moulin'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

Low-complexity image denoising based on statistical modeling of wavelet coefficients (1999) (869)
Information-theoretic analysis of information hiding (2000) (706)
Analysis of Multiresolution Image Denoising Schemes Using Generalized Gaussian and Complexity Priors (1999) (578)
Robust image hashing (2000) (549)
Deep hashing for compact binary codes learning (2015) (486)
RGBD-HuDaAct: A color-depth video database for human daily activity recognition (2011) (383)
Data-Hiding Codes (2005) (346)
Information-theoretic analysis of interscale and intrascale dependencies between image wavelet coefficients (2001) (305)
Optimized Feature Extraction for Learning-Based Image Steganalysis (2007) (203)
Human Identity and Gender Recognition From Gait Sequences With Arbitrary Walking Directions (2014) (192)
A framework for evaluating the data-hiding capacity of image sources (2002) (185)
Wavelet thresholding techniques for power spectrum estimation (1994) (184)
Multi-manifold deep metric learning for image set classification (2015) (181)
Image Set Classification Using Holistic Multiple Order Statistics Features and Localized Multi-kernel Metric Learning (2013) (149)
Simultaneous Feature and Dictionary Learning for Image Set Based Face Recognition (2014) (137)
Complexity-regularized image denoising (1997) (137)
Perfectly Secure Steganography: Capacity, Error Exponents, and Code Constructions (2007) (126)
The role of information theory in watermarking and its application to image watermarking (2001) (113)
Multilevel Depth and Image Fusion for Human Activity Detection (2013) (107)
Design of signal-adapted FIR paraunitary filter banks (1996) (103)
Joint Feature Learning for Face Recognition (2015) (103)
Robust Visual Tracking Using Oblique Random Forests (2017) (91)
The zero-rate spread-spectrum watermarking game (2003) (85)
The role of linear semi-infinite programming in signal-adapted QMF bank design (1997) (83)
Universal fingerprinting: Capacity and random-coding exponents (2008) (82)
Motion Part Regularization: Improving action recognition via trajectory group selection (2015) (82)
Localized Multifeature Metric Learning for Image-Set-Based Face Recognition (2016) (70)
Design and statistical analysis of a hash-aided image watermarking system (2004) (67)
Frame interpolation and bidirectional prediction of video using compactly encoded optical-flow fields and label fields (1999) (66)
RGBD-camera based get-up event detection for hospital fall prevention (2012) (63)
Multiple Granularity Analysis for Fine-Grained Action Detection (2014) (63)
Multiscale modeling and estimation of motion fields for video coding (1997) (62)
Steganalysis of block-structured stegotext (2004) (60)
On Discrimination between Photorealistic and Photographic Images (2006) (59)
The parallel-Gaussian watermarking game (2004) (54)
An information-theoretic model for image watermarking and data hiding (2000) (51)
Image denoising based on scale-space mixture modeling of wavelet coefficients (1999) (48)
Online learning with kernels: Overcoming the growing sum problem (2012) (47)
A method of sieves for multiresolution spectrum estimation and radar imaging (1992) (47)
Information-theoretic analysis of watermarking (2000) (47)
Information-Theoretic Bounds on Target Recognition Performance Based on Degraded Image Data (2002) (46)
Finite blocklength coding for multiple access channels (2012) (46)
ITERATIVELY DECODABLE CODES FOR WATERMARKING APPLICATIONS (2000) (46)
Saddle-point solution of the fingerprinting capacity game under the marking assumption (2009) (44)
A self-referencing level-set method for image reconstruction from sparse Fourier samples (2001) (44)
Asymptotic global confidence regions in parametric shape estimation problems (2000) (42)
Capacity and Random-Coding Exponents for Channel Coding With Side Information (2004) (42)
Order-Preserving Sparse Coding for Sequence Classification (2012) (42)
New results on steganographic capacity (2004) (42)
Analysis of multiresolution image denoising schemes using generalized-Gaussian priors (1998) (42)
Error exponents for one-bit watermarking (2003) (39)
A new look at signal-adapted QMF bank design (1995) (39)
Statistical Inference for Engineers and Data Scientists (2018) (37)
A multiscale relaxation algorithm for SNR maximization in nonorthogonal subband coding (1995) (36)
Complexity-regularized image restoration (1998) (35)
On the Saddle-Point Solution and the Large-Coalition Asymptotics of Fingerprinting Games (2010) (34)
On error exponents of modulo lattice additive noise channels (2006) (33)
Statistical imaging and complexity regularization (2000) (33)
Multiview discriminative learning for age-invariant face recognition (2013) (32)
A Framework for Optimizing Nonlinear Collusion Attacks on Fingerprinting Systems (2006) (32)
Theory of rate-distortion-optimal, constrained filterbanks-application to IIR and FIR biorthogonal designs (2000) (31)
The Log-Volume of Optimal Codes for Memoryless Channels, Asymptotically Within a Few Nats (2013) (31)
Optimality of KLT for High-Rate Transform Coding of Gaussian Vector-Scale Mixtures: Application to Reconstruction, Estimation, and Classification (2006) (28)
Faster subgradient methods for functions with Hölderian growth (2017) (28)
Cramer-Rao bounds for parametric shape estimation (2002) (28)
Cramer-Rao bounds for 2-D target shape estimation in nonlinear inverse scattering problems with application to passive radar (2001) (27)
Optical flow techniques applied to video coding (1995) (27)
Image denoising using multiple compaction domains (1998) (26)
Capacity-achieving fingerprint decoding (2009) (26)
Regular Simplex Fingerprints and Their Optimality Properties (2005) (25)
A wavelet regularization method for diffuse radar-target imaging and speckle-noise reduction (1993) (25)
Analysis of interscale and intrascale dependencies between image wavelet coefficients (2000) (25)
The log-volume of optimal constant-composition codes for memoryless channels, within O(1) bits (2012) (25)
On fingerprinting capacity games for arbitrary alphabets and their asymptotics (2012) (25)
Multiple-domain image modeling and restoration (1999) (25)
Statistical modeling and analysis of content identification (2010) (24)
Statistical modeling and steganalysis of DFT-based image steganography (2006) (24)
Pose Adaptive Motion Feature Pooling for Human Action Analysis (2014) (23)
QIM watermarking games (2004) (23)
On the existence and characterization of the maxent distribution under general moment inequality constraints (2005) (23)
A framework for the design of good watermark identification codes (2006) (22)
A stochastic QIM algorithm for robust, undetectable image watermarking (2004) (22)
Pipelining Localized Semantic Features for Fine-Grained Action Recognition (2014) (22)
Guest editorial special issue on signal processing for data hiding in digital media and secure content delivery (2003) (22)
Noniterative Algorithms for Sensitivity Analysis Attacks (2007) (21)
New sensitivity analysis attack (2005) (21)
A Self-Referencing Level-Set Method for Image Reconstruction from Sparse Fourier Samples (2001) (20)
On the equivalence of set-theoretic and maxent MAP estimation (2003) (20)
A Depth Camera Based Fall Recognition System for the Elderly (2012) (20)
The Data-Hiding Capacity of Image Sources (2000) (19)
Integrating multi-stage depth-induced contextual information for human action recognition and localization (2013) (18)
The Fisher information game for optimal design of synchronization patterns in blind watermarking (2001) (18)
Local and global convergence of a general inertial proximal splitting scheme for minimizing composite functions (2016) (17)
On the fundamental tradeoff between watermark detection performance and robustness against sensitivity analysis attacks (2006) (16)
Capacity and optimal collusion attack channels for Gaussian fingerprinting games (2007) (16)
The Log-Volume of Optimal Codes for Memoryless Channels, Within A Few Nats (2013) (16)
On Optimal Collusion Strategies for Fingerprinting (2006) (15)
Multiscale Image Decompositions and Wavelets (2009) (15)
Detection-theoretic analysis of warping attacks in spread-spectrum watermarking (2003) (15)
ADSC Submission at THUMOS Challenge 2015 (2015) (15)
Active Online Anomaly Detection Using Dirichlet Process Mixture Model and Gaussian Process Classification (2017) (15)
The Watermark Selection Game (2001) (14)
Block QIM watermarking games (2006) (14)
On Jamming in the Wideband Regime (2006) (14)
On spatial adaptation of motion-field smoothness in video coding (2000) (13)
Performance of Orthogonal Fingerprinting Codes Under Worst-Case Noise (2009) (13)
A Lyapunov Analysis of FISTA with Local Linear Convergence for Sparse Optimization (2015) (12)
Detection-theoretic analysis of desynchronization attacks in watermarking (2002) (12)
A Neyman-Pearson approach to universal erasure and list decoding (2008) (12)
Strong large deviations for composite hypothesis testing (2014) (12)
Beta Process Multiple Kernel Learning (2014) (12)
High-Rate Random-Like Spherical Fingerprinting Codes With Linear Decoding Complexity (2009) (12)
Error exponents for channel coding with side information (2004) (12)
Asymptotic Global Confidence Regions for 3-D Parametric Shape Estimation in Inverse Problems (2005) (12)
Optimal sparse-QIM codes for zero-rate blind watermarking (2004) (12)
Rate-distortion-optimal subband coding without perfect-reconstruction constraints (2001) (12)
Information-Hiding Games (2002) (11)
On Optimal Signaling and Jamming Strategies in Wideband Fading Channels (2006) (11)
A Message-Passing Approach to Combating Desynchronization Attacks (2011) (11)
A new metaconverse and outer region for finite-blocklength MACs (2013) (10)
Comments on "Why watermarking is nonsense" (2003) (10)
Multiscale motion estimation for scalable video coding (1996) (10)
Detecting Audio Attacks on ASR Systems with Dropout Uncertainty (2020) (10)
Expurgated Gaussian Fingerprinting Codes (2007) (10)
Blind Fingerprinting (2008) (10)
Switched control grid interpolation for motion compensated video coding (1997) (10)
Order Preserving Sparse Coding (2015) (10)
Model-based decoding metrics for content identification (2012) (10)
Multiple Granularity Modeling: A Coarse-to-Fine Framework for Fine-grained Action Analysis (2016) (10)
Performance of Random Fingerprinting Codes Under Arbitrary Nonlinear Attacks (2007) (9)
Capacity and Random-Coding Error Exponent for Public Fingerprinting Game (2006) (9)
Approximationorder of the lap optical flow algorithm (2015) (9)
A Feature-Enhanced Ranking-Based Classifier for Multimodal Data and Heterogeneous Information Networks (2013) (9)
Maximin optimality of the arcsine fingerprinting distribution and the interleaving attack for large coalitions (2010) (9)
Information embedding codes matched to locally stationary Gaussian image models (2002) (8)
On Reliability and Security of Randomized Detectors Against Sensitivity Analysis Attacks (2009) (8)
On the Optimal Structure of Watermark Decoders Under Desynchronization Attacks (2006) (8)
Security of spread-spectrum-based data hiding (2007) (8)
Universal Decoding of Watermarks Under Geometric Attacks (2006) (8)
Game-theoretic analysis of watermark detection (2001) (8)
An application of splines to maximum likelihood radar imaging (1992) (8)
An adaptive finite-element method for image representation (1992) (8)
On error exponents of nested lattice codes for the AWGN channel (2004) (8)
Signal Transmission with Known-Interference Cancellation [Lecture Notes] (2007) (7)
Transform image coding based on joint adaptation of filter banks and tree structures (1996) (7)
A high-rate fingerprinting code (2008) (7)
The Log-Volume of Optimal Codes for Memoryless Channels , Up to a Few Nats (2012) (7)
An integrated framework for adaptive subband image coding (1999) (6)
Statistical image restoration based on adaptive wavelet models (2001) (6)
Local and Global Convergence of an Inertial Version of Forward-Backward Splitting (2015) (6)
Complexity regularized shape estimation from noisy Fourier data (2002) (6)
Shift invariant restoration-an overcomplete maxent MAP framework (2000) (6)
A relaxation algorithm for minimizing the L/sup 2/ reconstruction error in 2-D nonorthogonal subband coding (1994) (6)
Second-order capacities of erasure and list decoding (2014) (6)
Regularized Adaboost for content identification (2013) (6)
Omni-range spatial contexts for visual classification (2012) (6)
Fixed Error Asymptotics For Erasure and List Decoding (2014) (6)
Video Signal Processing and Coding on Data-Parallel Computers (1995) (6)
Optimal Gaussian fingeprint decoders (2009) (6)
A two-part predictive coder for multitask signal compression (2014) (6)
Achievable rates for queue-based timing stegocodes (2009) (6)
A Neyman–Pearson Approach to Universal Erasure and List Decoding (2009) (6)
Optimal design of transform coders and quantizers for image classification (2000) (6)
Two private, perceptual data-hiding games (2004) (6)
Sensitivity Analysis Attacks Against Randomized Detectors (2007) (6)
Data Hiding - Theory and Algorithm (2007) (6)
Wavelets as a regularization technique for spectral density estimation (1992) (5)
Regularized Adaboost Learning for Identification of Time-Varying Content (2014) (5)
Lap-Based Video Frame Interpolation (2019) (5)
Understanding the Dynamics of Social Interactions (2019) (5)
Improved QIM Strategies for Gaussian Watermarking (2005) (5)
OPTIMAL GAUSSIAN FINGERPRINT DECODERS (2008) (5)
Fundamental equivalences between set-theoretic and maximum-entropy methods in multiple-domain image restoration (2000) (5)
Compactly encoded optical-flow fields for bidirectional prediction and video coding (1997) (5)
Editorial Introducing T-IFS (2006) (5)
Optimal transform coding of Gaussian mixtures for joint classification/reconstruction (2003) (5)
Meta-classifiers for multimodal document classification (2009) (5)
On Estimation Accuracy of Desynchronization Attack Channel Parameters (2009) (5)
A geometrically-resilient surf-based image fingerprinting scheme (2010) (4)
Semi-Infinite Programming in Orthogonal Wavelet Filter Design (1998) (4)
Robust Machine Learning via Privacy/ Rate-Distortion Theory (2020) (4)
Adaptive wavelet packet image coding using an estimation-quantization framework (1998) (4)
Convergence of an inertial proximal method for l1-regularized least-squares (2015) (4)
Locally optimal detection of adversarial inputs to image classifiers (2017) (4)
Minmax strategies for QIM watermarking subject to attacks with memory (2005) (4)
Complexity-regularized denoising of Poisson-corrupted data (2000) (4)
A fast-decodable, quasi-orthogonal space-time block code for 4 × 2 MIMO (2007) (4)
Asymptotic Neyman-Pearson games for converse to the channel coding theorem (2013) (3)
Optimization of high-energy-compaction, nearly-orthonormal, linear-phase filter banks (1998) (3)
Fingerprint information maximization for content identification (2014) (3)
Information-theoretic bounds on target recognition performance (2000) (3)
Sphere packing lower bound on fingerprinting error probability (2007) (3)
On Information-Theoretic Characterizations of Markov Random Fields and Subfields (2019) (3)
Image restoration using statistical wavelet models (2001) (3)
On the Saddle-point Solution and the Large-Coalition Behavior of Fingerprinting Games (2010) (3)
Application of a multiresolution optical-flow-based method for motion estimation to video coding (1993) (3)
Robust Multi-Modal Cues for Dyadic Human Interaction Recognition (2017) (3)
Performance Bounds for ATR based on Compressed Data (1998) (3)
RGB-D video content identification (2013) (3)
Convergence rates of inertial splitting schemes for nonconvex composite optimization (2016) (3)
Information-theoretic characterizations of Markov random fields and subfields (2016) (3)
Introduction to the special issue on information-theoretic imaging (2000) (2)
Lower bounds on rate of fixed-length source codes under average- and 6-fidelity constraints (2017) (2)
Asymptotically achievable error probabilities for multiple hypothesis testing (2016) (2)
A new complexity prior for multiresolution image denoising (1998) (2)
A New Variational Method for Deep Supervised Semantic Image Hashing (2020) (2)
Real Adaboost for content identification (2012) (2)
Manipulation Pattern Discovery: A Nonparametric Bayesian Approach (2013) (2)
Local and Global Convergence of a General Inertial Proximal Splitting Scheme (2016) (2)
Approximation-theoretic analysis of translation invariant wavelet expansions (2001) (2)
Kullback-Leibler Divergence and the Central Limit Theorem (2014) (2)
Design and analysis of a forward-adaptive wavelet image coder (2000) (2)
Translation Invariant Wavelet Denoising of Poisson Data (2001) (2)
Locally Optimal Detection of Stochastic Targeted Universal Adversarial Perturbations (2020) (2)
On the Fingerprinting Capacity Games for Arbitrary Alphabets and Their Asymptotics (2014) (2)
SNR Maximization Hashing (2015) (2)
A low-rate fingerprinting code and its application to blind image fingerprinting (2008) (2)
Nonadditive Gaussian watermarking and its application to wavelet-based image watermarking (2002) (2)
Fourier descriptors for parametric shape estimation in inverse scattering problems (2000) (2)
Fast Locally Optimal Detection of Targeted Universal Adversarial Perturbations (2022) (1)
Faster subgradient methods for functions with Hölderian growth (2019) (1)
Convex Statistical Distances (2018) (1)
Improving adversarial robustness by learning shared information (2022) (1)
On achievable error exponents for watermarking (2005) (1)
A method of sieves for regularizing maximum-likelihood spectrum estimates (1990) (1)
SNR maximization hashing for learning compact binary codes (2015) (1)
Guest Editorial: Supplement on Secure Media - I (2004) (1)
Editorial Farewell Message (2008) (1)
Towards optimal design of signal fingerprinting codes (2008) (1)
Adaptive Multiresolution Image Restoration and Compression (1991) (1)
A universal divergence-rate estimator for steganalysis in timing channels (2010) (1)
Graphical Models for Desynchronization-Resilient Watermark Decoding (2007) (1)
Optimal L/sup 2/ approximation of images in nonorthogonal multiresolution bases (1993) (1)
On Characterizations of Markov Random Fields and Subfields (2016) (1)
Source coding with distortion profile constraints (2017) (1)
Strong converse for Gel'fand-Pinsker channel (2009) (1)
Undergraduate education in image and video processing (2002) (1)
Information-theoretic analysis of spherical fingerprinting (2009) (1)
RANDOM ENSEMBLE OF LOCALLY OPTIMUM DETECTORS FOR DETECTION OF ADVERSARIAL EXAMPLES (2018) (1)
Second- and Higher-Order Asymptotics For Erasure and List Decoding (2014) (1)
Joint detection-estimation games for sensitivity analysis attacks (2009) (1)
Variable-Length Hashing (2016) (1)
The method of types and its application to information hiding (2005) (0)
GPU Accelerated Probabilistic Latent Sequential Motifs for Activity Analysis (2018) (0)
Local and global convergence of a general inertial proximal splitting scheme for minimizing composite functions (2017) (0)
Multiple Granularity Modeling: A Coarse-to-Fine Framework for Fine-grained Action Analysis (2016) (0)
The role of spectrum estimation in forming high-resolution radar images (1989) (0)
Press 978-1107-18592-0 — Statistical Inference for Engineers and Data Scientists (0)
Deep Semi-Supervised Metric Learning Via Identification of Manifold Memberships (2021) (0)
An adaptive spline method for signal restoration (1992) (0)
Editorial for Supplement on Secure Media—III (2005) (0)
Towards Universal Adversarial Examples and Defenses /Author=Rakin, Adnan S; Wang, Ye; Aeron, Shuchin; Koike-Akino, Toshiaki; Moulin, Pierre; Parsons, Kieran /CreationDate=October 21, 2021 /Subject=Artificial Intelligence, Machine Learning, Signal Processing (2021) (0)
Pose Adaptive Motion Feature Pooling for Human Action Analysis (2014) (0)
A Neyman-Pearson Approach to Universal Erasure (2009) (0)
A Message From the Editor-in-Chief and Guest Editorial: Supplement on Secure Media—II (2005) (0)
Multi-modal social interaction recognition using view-invariant features (2017) (0)
A Method Of Sieves For Estimating The Spectral Density (1991) (0)
Estimation risk of transformation-averaged estimators (2003) (0)
Image modeling and restoration—Information fusion, Set-theoretic methods, and the Maximum entropy principle (2001) (0)
On the Equivalence between Set{Theoretic and Maxent MAP Estimation (2002) (0)
46th Annual Allerton Conference on Communication, Control, and Computing : September 24-26, 2008 (2008) (0)
Composite Hypothesis Testing (2018) (0)
Discreet Signaling: From the Chinese Emperors to the Internet (2006) (0)
On MMSE estimation from quantized observations in the nonasymptotic regime (2015) (0)
Design and Optimization of Passive and Active Imaging Radar (2002) (0)
Traitor-tracing aided by compressed SURF image features (2010) (0)
Binary Hypothesis Testing (2018) (0)
Maximum Likelihood Estimation (2018) (0)
Motion compensation apparatus and method for determining the direction of a borehole (1994) (0)
A sieve-constrained maximum-likelihood method for target imaging 95 (1992) (0)
Combating desynchronization attacks on blind watermarking systems: A message passing approach (2009) (0)
Strong large deviations for Rao test score and GLRT in exponential families (2015) (0)
Proceedings - International Conference on Image Processing, ICIP: Editorial (2011) (0)
Interference management through mobile relays in adhoc networks (2010) (0)
A classification centric quantizer for efficient encoding of predictive feature errors (2014) (0)
Keynote speaker III: Information embedding: From theory to practice (2013) (0)
Random Vectors and Covariance Matrices (2018) (0)
Towards Universal Adversarial Examples and Defenses (2021) (0)
HASHING FOR LEARNING COMPACT BINARY CODES (2015) (0)
Some fundamental properties of MMSE filter banks (1998) (0)
A multiresolution technique for 3-D image compression (1993) (0)
Cramer-Rao bound on watermark desynchronization parameter estimation accuracy (2007) (0)
Multi-feature hashing based on SNR maximization (2015) (0)
Global confidence regions in parametric shape estimation (2000) (0)
"Universal" transform image coding based on joint adaptation of filter banks, tree structures and quantizers (1997) (0)

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What Schools Are Affiliated With Pierre A. Moulin?

Pierre A. Moulin is affiliated with the following schools:

University of Illinois Urbana-Champaign

Pierre A. Moulin's Academic­Influence.com Rankings

Why Is Pierre A. Moulin Influential?

Pierre A. Moulin's Published Works

Published Works

What Schools Are Affiliated With Pierre A. Moulin?

Pierre A. Moulin's AcademicInfluence.com Rankings