Pierre A. Moulin
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(Suggest an Edit or Addition)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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