Patrick Pérez
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(Suggest an Edit or Addition)Patrick Pérez'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
- Region filling and object removal by exemplar-based image inpainting (2004) (2969)
- Poisson image editing (2003) (2692)
- Aggregating local descriptors into a compact image representation (2010) (2500)
- Color-Based Probabilistic Tracking (2002) (1586)
- Aggregating Local Image Descriptors into Compact Codes (2012) (1509)
- Object removal by exemplar-based inpainting (2003) (1077)
- ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation (2018) (751)
- Interactive Image Segmentation Using an Adaptive GMMRF Model (2004) (643)
- Data fusion for visual tracking with particles (2004) (549)
- Deep video portraits (2018) (514)
- Retrieving actions in movies (2007) (495)
- Maintaining multimodality through mixture tracking (2003) (471)
- MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction (2017) (456)
- View-Independent Action Recognition from Temporal Self-Similarities (2011) (430)
- Sequential Monte Carlo methods for multiple target tracking and data fusion (2002) (428)
- Monte Carlo filtering for multi target tracking and data association (2005) (428)
- Tracking multiple objects with particle filtering (2002) (416)
- Dense Estimation of Fluid Flows (2002) (387)
- Dense estimation and object-based segmentation of the optical flow with robust techniques (1998) (348)
- Boosting Few-Shot Visual Learning With Self-Supervision (2019) (304)
- StyleRig: Rigging StyleGAN for 3D Control Over Portrait Images (2020) (268)
- Cross-View Action Recognition from Temporal Self-similarities (2008) (251)
- State of the Art on Monocular 3D Face Reconstruction, Tracking, and Applications (2018) (243)
- Sonar image segmentation using an unsupervised hierarchical MRF model (2000) (241)
- Reconstruction of Personalized 3D Face Rigs from Monocular Video (2016) (237)
- Revisiting the VLAD image representation (2013) (228)
- Self-Supervised Multi-level Face Model Learning for Monocular Reconstruction at Over 250 Hz (2017) (222)
- Video Inpainting of Complex Scenes (2014) (221)
- Discrete Markov image modeling and inference on the quadtree (2000) (214)
- Multiscale minimization of global energy functions in some visual recovery problems (1994) (211)
- Adversarial frontier stitching for remote neural network watermarking (2017) (210)
- Incremental dense semantic stereo fusion for large-scale semantic scene reconstruction (2015) (191)
- Geodesic image and video editing (2010) (190)
- Hierarchical Estimation and Segmentation of Dense Motion Fields (2002) (189)
- Reconstructing an image from its local descriptors (2011) (154)
- Addressing Failure Prediction by Learning Model Confidence (2019) (149)
- Automatic Face Reenactment (2014) (147)
- WoodScape: A Multi-Task, Multi-Camera Fisheye Dataset for Autonomous Driving (2019) (145)
- JetStream: probabilistic contour extraction with particles (2001) (138)
- A multigrid approach for hierarchical motion estimation (1998) (136)
- DADA: Depth-Aware Domain Adaptation in Semantic Segmentation (2019) (134)
- Sequential Monte Carlo fusion of sound and vision for speaker tracking (2001) (130)
- Zero-Shot Semantic Segmentation (2019) (129)
- VDub: Modifying Face Video of Actors for Plausible Visual Alignment to a Dubbed Audio Track (2015) (124)
- Geometrically Guided Exemplar-Based Inpainting (2011) (120)
- Robust tracking with motion estimation and local Kernel-based color modeling (2007) (120)
- PIE: Portrait Image Embedding for Semantic Control (2020) (116)
- Three-Class Markovian Segmentation of High-Resolution Sonar Images (1999) (115)
- FML: Face Model Learning From Videos (2018) (114)
- Nonparametric motion characterization using causal probabilistic models for video indexing and retrieval (2002) (100)
- Towards Improved Observation Models for Visual Tracking: Selective Adaptation (2002) (100)
- Periodic motion detection and segmentation via approximate sequence alignment (2005) (100)
- xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation (2019) (99)
- Detection and segmentation of moving objects in highly dynamic scenes (2007) (97)
- Variational inference for visual tracking (2003) (96)
- Hybrid Genetic Optimization and Statistical Model-Based Approach for the Classification of Shadow Shapes in Sonar Imagery (2000) (93)
- A particle filter to track multiple objects (2001) (86)
- Detection and segmentation of moving objects in complex scenes (2009) (83)
- Finding Beans in Burgers: Deep Semantic-Visual Embedding with Localization (2018) (81)
- Extraction of Singular Points from Dense Motion Fields: An Analytic Approach (2003) (79)
- SuBiC: A Supervised, Structured Binary Code for Image Search (2017) (79)
- Hierarchical Markov random field models applied to image analysis: a review (1995) (76)
- Fundamental Performance Limits for Ideal Decoders in High-Dimensional Linear Inverse Problems (2013) (70)
- Sketching for large-scale learning of mixture models (2016) (68)
- Hierarchical Markovian segmentation of multispectral images for the reconstruction of water depth maps (2004) (68)
- Probabilistic Color and Adaptive Multi-Feature Tracking with Dynamically Switched Priority Between Cues (2007) (66)
- Explainability of Deep Vision-Based Autonomous Driving Systems: Review and Challenges (2021) (63)
- Track and Cut: Simultaneous Tracking and Segmentation of Multiple Objects with Graph Cuts (2008) (57)
- The Semantic Paintbrush: Interactive 3D Mapping and Recognition in Large Outdoor Spaces (2015) (56)
- Exploring applications of deep reinforcement learning for real-world autonomous driving systems (2019) (56)
- Posterior Cramer-Rao bounds for multi-target tracking (2006) (56)
- Restriction of a Markov random field on a graph and multiresolution statistical image modeling (1996) (56)
- Rapid Summarisation and Browsing of Video Sequences (2002) (54)
- Audio Style Transfer (2017) (52)
- Compact Video Description for Copy Detection with Precise Temporal Alignment (2010) (50)
- SoDeep: A Sorting Deep Net to Learn Ranking Loss Surrogates (2019) (49)
- Unsupervised Image Matching and Object Discovery as Optimization (2019) (49)
- Joint pose estimation and action recognition in image graphs (2011) (48)
- CARRADA Dataset: Camera and Automotive Radar with Range- Angle- Doppler Annotations (2020) (46)
- Clustering Point Trajectories with Various Life-Spans (2009) (44)
- High-Fidelity Monocular Face Reconstruction Based on an Unsupervised Model-Based Face Autoencoder (2020) (40)
- Hierarchical MRF modeling for sonar picture segmentation (1996) (40)
- Multi-view Object Segmentation in Space and Time (2013) (40)
- Noniterative manipulation of discrete energy-based models for image analysis (1997) (39)
- Accurate Disparity Estimation for Plenoptic Images (2014) (38)
- Non-Local Patch-Based Image Inpainting (2017) (38)
- Hierarchical statistical models for the fusion of multiresolution image data (1995) (37)
- Generalized likelihood ratio-based face detection and extraction of mouth features (1997) (37)
- Multi-view Synchronization of Human Actions and Dynamic Scenes (2009) (35)
- Fluid motion recovery by coupling dense and parametric vector fields (1999) (35)
- Markov Random Field and Fuzzy Logic Modeling in Sonar Imagery: Application to the Classification of Underwater Floor (2000) (34)
- Sparse Multi-View Consistency for Object Segmentation (2015) (34)
- OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning (2020) (33)
- Statistical motion-based video indexing and retrieval (2000) (33)
- Audio declipping via nonnegative matrix factorization (2015) (32)
- Parallel visual motion analysis using multiscale Markov random fields (1991) (32)
- Motion informed audio source separation (2017) (32)
- Towards fast, generic video inpainting (2013) (32)
- Unsupervised Markovian segmentation of sonar images (1997) (31)
- Exemplar SVMs as visual feature encoders (2015) (31)
- An adaptive mixture color model for robust visual tracking (2006) (29)
- Hybrid multi-layer deep CNN/aggregator feature for image classification (2015) (29)
- Corrective 3D reconstruction of lips from monocular video (2016) (28)
- Multiscale Markov random fields and constrained relaxation in low level image analysis (1992) (28)
- Estimating fluid optical flow (2000) (27)
- On evaluating face tracks in movies (2013) (27)
- Structural inpainting (2018) (26)
- Medical Image Registration with Robust Multigrid Techniques (1999) (26)
- Robust tracking with motion estimation and kernel-based color modelling (2005) (25)
- Performance analysis of two sequential Monte Carlo methods and posterior Cramer-Rao bounds for multi-target tracking (2002) (24)
- Some Faces are More Equal than Others: Hierarchical Organization for Accurate and Efficient Large-Scale Identity-Based Face Retrieval (2014) (24)
- Dense Motion Analysis in Fluid Imagery (2002) (23)
- Distributed Non-Convex ADMM-inference in Large-scale Random Fields (2014) (22)
- Compressive Gaussian Mixture estimation (2013) (22)
- Learning the Structure of Deep Architectures Using L1 Regularization (2015) (22)
- Slightly Supervised Learning of Part-Based Appearance Models (2004) (22)
- Spatio-temporal Wiener filtering of image sequences using a parametric motion model (2000) (22)
- Distributed Non-convex ADMM-based inference in large-scale random fields (2014) (21)
- Weakly Supervised Representation Learning for Audio-Visual Scene Analysis (2020) (20)
- Unsupervised image classification with a hierarchical EM algorithm (1999) (19)
- SPLeaP: Soft Pooling of Learned Parts for Image Classification (2016) (19)
- Acoustic Scene Classification: An evaluation of an extremely compact feature representation (2016) (19)
- Approximate Search with Quantized Sparse Representations (2016) (19)
- Hybrid template and block matching algorithm for image intra prediction (2012) (18)
- Structured sampling and fast reconstruction of smooth graph signals (2017) (18)
- Disparity-guided demosaicking of light field images (2014) (17)
- A new multi-fiber model for low angular resolution diffusion MRI (2012) (17)
- Unifying local and non-local signal processing with graph CNNs (2017) (16)
- Joint Estimation-Segmentation of Optic Flow (1998) (16)
- Incremental dense multi-modal 3D scene reconstruction (2015) (16)
- Correspondence Map-Aided Neighbor Embedding for Image Intra Prediction (2013) (16)
- Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events (2018) (16)
- An energy-based framework for dense 3D registration of volumetric brain images (2000) (16)
- Multichannel audio declipping (2016) (15)
- Adaptive detection of moving objects using multiscale techniques (1996) (15)
- N-tuple Color Segmentation for Multi-view Silhouette Extraction (2012) (14)
- Determining Occlusions from Space and Time Image Reconstructions (2016) (14)
- Robust Optical Flow Integration (2015) (14)
- Restriction of a Markov random field on a graph and multiresolution image analysis (1994) (14)
- Tracking Closed Curves with Non-linear Stochastic Filters (2009) (14)
- Solving Time-Domain Audio Inverse Problems Using Nonnegative Tensor Factorization (2018) (14)
- Statistical model and genetic optimization: application to pattern detection in sonar images (1998) (13)
- The (MR)MTPF: particle filters to track multiple targets using multiple receivers (2001) (13)
- Unsupervised Segmentation Applied on Sonar Images (1997) (13)
- From optical flow to dense long term correspondences (2012) (13)
- Bandwidth selection for kernel estimation in mixed multi-dimensional spaces (2007) (13)
- Identify, Locate and Separate: Audio-Visual Object Extraction in Large Video Collections Using Weak Supervision (2018) (12)
- Guiding audio source separation by video object information (2017) (12)
- A Flexible Convolutional Solver for Fast Style Transfers (2019) (12)
- Joint Audio Inpainting and Source Separation (2015) (12)
- Probabilistic Color-Based Multi-Object Tracking with Application to Team Sports (2008) (11)
- Robust Automatic Line Scratch Detection in Films (2014) (11)
- Cross-Modal Learning for Domain Adaptation in 3D Semantic Segmentation (2021) (11)
- Bayesian Tracking with Auxiliary Discrete Processes. Application to Detection and Tracking of Objects with Occlusions (2006) (11)
- Statistical model-based estimation and tracking of non-rigid motion (1996) (11)
- Constrained subspace modeling (2003) (11)
- Adaptive line scratch detection in degraded films (2012) (10)
- Super-resolution from noisy image sequences exploiting a 2D parametric motion model (2000) (10)
- Light-Field Demultiplexing and Disparity Estimation (2014) (10)
- Multi-step flow fusion: towards accurate and dense correspondences in long video shots (2012) (10)
- Stochastic Level Set Dynamics to Track Closed Curves Through Image Data (2014) (10)
- Epitome-based image compression using translational sub-pel mapping (2011) (9)
- Semi-iterative Inferences with Hierarchical Energy-Based Models for Image Analysis (1999) (9)
- Learning a Complete Image Indexing Pipeline (2017) (9)
- Robust discontinuity-preserving model for estimating optical flow (1996) (9)
- Semi-iterative inference with hierarchical models (1998) (9)
- ROAM: A Rich Object Appearance Model with Application to Rotoscoping (2016) (9)
- Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels (2015) (9)
- Feature Learning for the Image Retrieval Task (2014) (9)
- Cotemporal Multi-View Video Segmentation (2016) (8)
- Bayesian visual tracking with existence process (2005) (8)
- Kernel Square-Loss Exemplar Machines for Image Retrieval (2017) (8)
- Nearest neighbor search for arbitrary kernels with explicit embeddings (2012) (8)
- Non Parametric Statistical Analysis of Scene Activity for Motion-Based Video Indexing and Retrieval (2000) (8)
- Motion detection and tracking using deformable templates (1994) (8)
- Time-sequential extraction of motion layers (2008) (7)
- Learning Non-linear SVM in Input Space for Image Classification (2014) (7)
- Diffusion Directions Imaging (DDI) (2011) (7)
- Artificial Dummies for Urban Dataset Augmentation (2020) (7)
- Kernel-Based Robust Tracking for Objects Undergoing Occlusion (2006) (7)
- Dense/parametric estimation of fluid flows (1999) (7)
- The Missing Data Encoder: Cross-Channel Image Completion\\with Hide-And-Seek Adversarial Network (2019) (7)
- The AXES research video search system (2014) (7)
- Temporal filtering of line scratch detections in degraded films (2013) (7)
- Discriminant random field and patch-based redundancy analysis for image change detection (2009) (7)
- A contrario shot detection (2012) (7)
- Mixed illumination analysis in single image for interactive color grading (2017) (7)
- Global non-linear multigrid optimization for image analysis tasks (1994) (7)
- Fast identification of optimal fascicle configurations from standard clinical diffusion MRI using Akaike information criterion (2014) (7)
- Latent max-margin metric learning for comparing video face tubes (2015) (6)
- On Uncertainties, Random Features and Object Tracking (2007) (6)
- Constrained multiscale Markov random fields and the analysis of visual motion (1992) (6)
- Dense Fluid Flow Estimation (2000) (6)
- Map-Aided Locally Linear Embedding methods for image prediction (2012) (6)
- SPOT satellite data analysis for bathymetric mapping (2000) (6)
- Dense Estimation and Object-Oriented Segmentation of the Optical Flow with Robust Techniques (1996) (6)
- Context-driven moving object detection in aerial scenes with user input (2011) (6)
- Comparison of 3 Diffusion Models to Track the Hand Motor Fibers within the Corticospinal Tract Using Functional, Anatomical and Diffusion MRI (2011) (6)
- Perceptual Principles for Video Classification With Slow Feature Analysis (2014) (6)
- A hierarchical unsupervised multispectral model to segment SPOT images for ocean cartography (1999) (6)
- A new multi-directional fiber model for low angular resolution diffusion imaging (2012) (6)
- Adaptive Multi-modal Particle Filtering for Probabilistic White Matter Tractography (2013) (6)
- Discovering motion hierarchies via tree-structured coding of trajectories (2016) (6)
- A multiresolution EM algorithm for unsupervised image classification (1996) (6)
- Markov random field model and fuzzy formalism-based data modeling for the sea-floor classification (1999) (5)
- Joint Tracking and Segmentation of Objects Using Graph Cuts (2007) (5)
- Bayesian inference and optimization strategies for some detection and classification problems in sonar imagery (1999) (5)
- Segmentation bathymétrique d ’ images multispectrales SPOT Bathymetric segmentation of multispectral SPOT images (2004) (5)
- Multiscale NeighborhoodWise Decision Fusion for Redundancy Detection in Image Pairs (2011) (5)
- Semi-automatic Motion Segmentation with Motion Layer Mosaics (2008) (5)
- Adversarial frontier stitching for remote neural network watermarking (2019) (5)
- Geometric Layout Based Graphical Model for Multi-Part Object Tracking (2008) (5)
- Global Bayesian Estimation, Contrained Multiscale Markov Random Fields and the Analysis of Visual Motion (1993) (5)
- Restoration of Noisy, Blurred, Undersampled Image Sequences Using a Parametric Motion Model (2000) (5)
- Automatic allocation of NTF components for user-guided audio source separation (2016) (5)
- Integrated tracking with vision and sound (2001) (5)
- Multifiber Deterministic Streamline Tractography of the Corticospinal Tract Based on a New Diffusion Model (2011) (5)
- Object-guided motion estimation (2016) (4)
- The Semantic Paintbrush (2015) (4)
- PIE (2020) (4)
- Parallel Relaxation Algorithms For The Statistical Analysis Of Visual Motion (1991) (4)
- Distributed ADMM-based inference in large-scale random fields (2014) (4)
- Driving Behavior Explanation with Multi-level Fusion (2020) (4)
- Pose and Expression-Coherent Face Recovery in the Wild (2015) (4)
- EPML: Expanded Parts Based Metric Learning for Occlusion Robust Face Verification (2014) (4)
- Compressive sampling-based informed source separation (2015) (4)
- Background-foreground tracking for video object segmentation (2015) (4)
- View-independent Video Synchronization from Temporal Self-similarities (2009) (3)
- Sonar picture segmentation using Markovian multigrid or multiresolution algorithms (1997) (3)
- Handling new target classes in semantic segmentation with domain adaptation (2021) (3)
- Spherical perspective on learning with normalization layers (2020) (3)
- Parallelized robust multiresolution motion estimation (1996) (3)
- Tracking Level Set Representation Driven by a Stochastic Dynamics (2010) (3)
- Text-informed speech inpainting via voice conversion (2016) (3)
- Adaptative Multigrid and Variable Parameterization for Optical-flow Estimation (1997) (3)
- A New Algorithm for Super-Resolution from Image Sequences (2001) (3)
- Real-Time Video Tracking Concepts (1978) (2)
- Multiresolution Markov random field and multigrid algorithm for a discontinuity-preserving estimation of the optical flow (1995) (2)
- The CNN news footage datasets: Enabling supervision in image retrieval (2016) (2)
- A Flexible Convolutional Solver with Application to Photorealistic Style Transfer (2018) (2)
- Learning how to be robust: Deep polynomial regression (2018) (2)
- Deep semantic-visual embedding with localization (2018) (2)
- Raising context awareness in motion forecasting (2021) (2)
- Maximum Margin Linear Classifiers in Unions of Subspaces (2016) (2)
- Informed source separation via compressive graph signal sampling (2017) (2)
- The Stanford/Technicolor/Fraunhofer HHI Video Semantic Indexing System (2012) (2)
- Geodesic Forests for Image Editing (2011) (2)
- Hierarchical motion decomposition for dynamic scene parsing (2016) (2)
- A comparative study of example-guided audio source separation approaches based on nonnegative matrix factorization (2017) (1)
- Learning Sparsity Inducing Analysis Operators for Discriminative Similarity Metrics (2015) (1)
- Mode of posterior marginals with hierarchical models (1999) (1)
- Photo Style Transfer With Consistency Losses (2019) (1)
- Tracking the Cortico-Spinal Tract from Low Spatial and Angular Resolution Diffusion MRI (2013) (1)
- Visual object trapping (2016) (1)
- Cotemporal MultiView Video Segmentation (2016) (1)
- 1 - Segmentation bathymétrique d'images multispectrales SPOT (2001) (1)
- Unsupervised multispectral segmentation of SPOT images applied to nautical cartography (1999) (1)
- Teachers in Concordance for Pseudo-Labeling of 3D Sequential Data (2022) (1)
- Segmentation non-supervisée d'images multispectrales SPOT : Application à la cartographie maritime (1999) (1)
- Stochastic Filtering of Level Sets for Curve Tracking (2010) (1)
- Scattering features for multimodal gait recognition (2017) (1)
- Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels (2015) (0)
- Contracts and Grants with Industry - Cifre grant with Thomson-R&D on video inpainting (2007) (0)
- Restriction d'un champ markovien sur un graphe et analyse d'images multirésolution (1993) (0)
- Anadaptive mixture color modelforrobust visual tracking (2006) (0)
- Other Grants and Activities - National initiatives (2006) (0)
- Apparent Motion Estimation and Visual Tracking (2013) (0)
- ROAM: A Rich Object Appearance Model with Application to Rotoscoping (2020) (0)
- Automatic Face Reenactment Supplementary Material (2014) (0)
- On plenoptic sub-aperture view recovery (2016) (0)
- Beyond First-Order Uncertainty Estimation with Evidential Models for Open-World Recognition (2022) (0)
- Diverse Probabilistic Trajectory Forecasting with Admissibility Constraints (2022) (0)
- Supervised learning of low-rank transforms for image retrieval (2016) (0)
- Geometrically guided exemplar-based inpainting Désoccultation par l ’ exemple et reconstruction de la géométrie (2009) (0)
- New Results - Image sequence processing and modeling (2006) (0)
- New Results - Tracking (2007) (0)
- FML: Face Model Learning from Videos — Supplemental Document — (2018) (0)
- Large-Scale Unsupervised Object Discovery – Supplementary Material – (2021) (0)
- Adaptive Multi-Modal Particle Filtering for Probabilistic Tractography (2013) (0)
- DISCRIMINANTRANDOM FIELD AND PATCH-BASEDREDUNDANCYANALYSIS FOR IMAGE CHANGE DETECTION (2009) (0)
- Bilinear Multimodal Discriminator for Adversarial Domain Adaptation with Privileged Information (2020) (0)
- New Results - Motion estimation and matching (2006) (0)
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