Patrick Pérez

Orcid: 0000-0002-8124-1206

According to our database1, Patrick Pérez authored at least 277 papers between 1992 and 2024.

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Bibliography

2024
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments.
Trans. Mach. Learn. Res., 2024

Native Cloud Object Storage in Db2 Warehouse: Implementing a Fast and Cost-Efficient Cloud Storage Architecture.
Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024

Towards Motion Forecasting with Real-World Perception Inputs: Are End-to-End Approaches Competitive?
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Winner-takes-all learners are geometry-aware conditional density estimators.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Three Pillars Improving Vision Foundation Model Distillation for Lidar.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

A Simple Recipe for Language-Guided Domain Generalized Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

PointBeV: A Sparse Approach to BeV Predictions.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Decaf: Monocular Deformation Capture for Face and Hand Interactions.
ACM Trans. Graph., December, 2023

LiDARTouch: Monocular metric depth estimation with a few-beam LiDAR.
Comput. Vis. Image Underst., January, 2023

Teachers in Concordance for Pseudo-Labeling of 3D Sequential Data.
IEEE Robotics Autom. Lett., 2023

Cross-Modal Learning for Domain Adaptation in 3D Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Manipulating Trajectory Prediction with Backdoors.
CoRR, 2023

CLIP-DINOiser: Teaching CLIP a few DINO tricks.
CoRR, 2023

Reliability in Semantic Segmentation: Can We Use Synthetic Data?
CoRR, 2023

Regularizing Self-supervised 3D Scene Flows with Surface Awareness and Cyclic Consistency.
CoRR, 2023

ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation.
CoRR, 2023

ToddlerDiffusion: Flash Interpretable Controllable Diffusion Model.
CoRR, 2023

Revisiting the Distillation of Image Representations into Point Clouds for Autonomous Driving.
CoRR, 2023

Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey.
CoRR, 2023

Butterfly factorization by algorithmic identification of rank-one blocks.
CoRR, 2023

Challenges of Using Real-World Sensory Inputs for Motion Forecasting in Autonomous Driving.
CoRR, 2023

POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

T-UDA: Temporal Unsupervised Domain Adaptation in Sequential Point Clouds.
IROS, 2023

Self-supervised learning with rotation-invariant kernels.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

DiffHPE: Robust, Coherent 3D Human Pose Lifting with Diffusion.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

PØDA: Prompt-driven Zero-shot Domain Adaptation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

OCTET: Object-aware Counterfactual Explanations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Unsupervised Object Localization: Observing the Background to Discover Objects.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Detecting 32 Pedestrian Attributes for Autonomous Vehicles.
IEEE Trans. Intell. Transp. Syst., 2022

Deep Reinforcement Learning for Autonomous Driving: A Survey.
IEEE Trans. Intell. Transp. Syst., 2022

Driving behavior explanation with multi-level fusion.
Pattern Recognit., 2022

Confidence Estimation via Auxiliary Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Spherical perspective on learning with normalization layers.
Neurocomputing, 2022

Explainability of Deep Vision-Based Autonomous Driving Systems: Review and Challenges.
Int. J. Comput. Vis., 2022

Take One Gram of Neural Features, Get Enhanced Group Robustness.
CoRR, 2022

Diverse Probabilistic Trajectory Forecasting with Admissibility Constraints.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation.
Proceedings of the Computer Vision - ECCV 2022, 2022

Active Learning Strategies for Weakly-Supervised Object Detection.
Proceedings of the Computer Vision - ECCV 2022, 2022

HULC: 3D HUman Motion Capture with Pose Manifold SampLing and Dense Contact Guidance.
Proceedings of the Computer Vision - ECCV 2022, 2022

STEEX: Steering Counterfactual Explanations with Semantics.
Proceedings of the Computer Vision - ECCV 2022, 2022

Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Raw High-Definition Radar for Multi-Task Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

CSG0: Continual Urban Scene Generation with Zero Forgetting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Raising context awareness in motion forecasting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

LaRa: Latents and Rays for Multi-Camera Bird's-Eye-View Semantic Segmentation.
Proceedings of the Conference on Robot Learning, 2022

2021
Neural monocular 3D human motion capture with physical awareness.
ACM Trans. Graph., 2021

Handling new target classes in semantic segmentation with domain adaptation.
Comput. Vis. Image Underst., 2021

Explainability of vision-based autonomous driving systems: Review and challenges.
CoRR, 2021

Large-Scale Unsupervised Object Discovery.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

StyleLess layer: Improving robustness for real-world driving.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Multi-View Radar Semantic Segmentation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Semantic Palette: Guiding Scene Generation With Class Proportions.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Localizing Objects with Self-supervised Transformers and no Labels.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Artificial Dummies for Urban Dataset Augmentation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
PIE: portrait image embedding for semantic control.
ACM Trans. Graph., 2020

Weakly Supervised Representation Learning for Audio-Visual Scene Analysis.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

High-Fidelity Monocular Face Reconstruction Based on an Unsupervised Model-Based Face Autoencoder.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

ROAM: A Rich Object Appearance Model with Application to Rotoscoping.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Adversarial frontier stitching for remote neural network watermarking.
Neural Comput. Appl., 2020

Online Bag-of-Visual-Words Generation for Unsupervised Representation Learning.
CoRR, 2020

Spherical Perspective on Learning with Batch Norm.
CoRR, 2020

ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation.
CoRR, 2020

BUDA: Boundless Unsupervised Domain Adaptation in Semantic Segmentation.
CoRR, 2020

CARRADA Dataset: Camera and Automotive Radar with Range- Angle- Doppler Annotations.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

This Dataset Does Not Exist: Training Models from Generated Images.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

VRUNet: Multi-Task Learning Model for Intent Prediction of Vulnerable Road Users.
Proceedings of the Autonomous Vehicles and Machines 2020, 2020

Toward Unsupervised, Multi-object Discovery in Large-Scale Image Collections.
Proceedings of the Computer Vision - ECCV 2020, 2020

QuEST: Quantized Embedding Space for Transferring Knowledge.
Proceedings of the Computer Vision - ECCV 2020, 2020

StyleRig: Rigging StyleGAN for 3D Control Over Portrait Images.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning Representations by Predicting Bags of Visual Words.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

The Missing Data Encoder: Cross-Channel Image Completion with Hide-and-Seek Adversarial Network.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Identify, Locate and Separate: Audio-Visual Object Extraction in Large Video Collections Using Weak Supervision.
Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

Exploring Applications of Deep Reinforcement Learning for Real-world Autonomous Driving Systems.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Addressing Failure Prediction by Learning Model Confidence.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Zero-Shot Semantic Segmentation.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Photo Style Transfer With Consistency Losses.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

WoodScape: A Multi-Task, Multi-Camera Fisheye Dataset for Autonomous Driving.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

DADA: Depth-Aware Domain Adaptation in Semantic Segmentation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Boosting Few-Shot Visual Learning With Self-Supervision.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Unsupervised Image Matching and Object Discovery as Optimization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

FML: Face Model Learning From Videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

A Flexible Convolutional Solver for Fast Style Transfers.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

SoDeep: A Sorting Deep Net to Learn Ranking Loss Surrogates.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Solving Time-Domain Audio Inverse Problems Using Nonnegative Tensor Factorization.
IEEE Trans. Signal Process., 2018

Deep video portraits.
ACM Trans. Graph., 2018

A Flexible Convolutional Solver with Application to Photorealistic Style Transfer.
CoRR, 2018

Learning how to be robust: Deep polynomial regression.
CoRR, 2018

State of the Art on Monocular 3D Face Reconstruction, Tracking, and Applications.
Comput. Graph. Forum, 2018

Structural inpainting.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Audio Style Transfer.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Learning a Complete Image Indexing Pipeline.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Finding Beans in Burgers: Deep Semantic-Visual Embedding With Localization.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Non-Local Patch-Based Image Inpainting.
Image Process. Line, 2017

Structured sampling and fast reconstruction of smooth graph signals.
CoRR, 2017

Unifying local and non-local signal processing with graph CNNs.
CoRR, 2017

Guiding audio source separation by video object information.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Mixed illumination analysis in single image for interactive color grading.
Proceedings of the 15th International Symposium on Non-Photorealistic Animation and Rendering, 2017

A comparative study of example-guided audio source separation approaches based on nonnegative matrix factorization.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction.
Proceedings of the IEEE International Conference on Computer Vision, 2017

SuBiC: A Supervised, Structured Binary Code for Image Search.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Informed source separation via compressive graph signal sampling.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Motion informed audio source separation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Scattering features for multimodal gait recognition.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Kernel Square-Loss Exemplar Machines for Image Retrieval.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

ROAM: A Rich Object Appearance Model with Application to Rotoscoping.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Corrective 3D reconstruction of lips from monocular video.
ACM Trans. Graph., 2016

Reconstruction of Personalized 3D Face Rigs from Monocular Video.
ACM Trans. Graph., 2016

Object-guided motion estimation.
Comput. Vis. Image Underst., 2016

Visual object trapping.
Comput. Vis. Image Underst., 2016

Hierarchical motion decomposition for dynamic scene parsing.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Supervised learning of low-rank transforms for image retrieval.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Multichannel audio declipping.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Sketching for large-scale learning of mixture models.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Automatic allocation of NTF components for user-guided audio source separation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

On plenoptic sub-aperture view recovery.
Proceedings of the 24th European Signal Processing Conference, 2016

Text-informed speech inpainting via voice conversion.
Proceedings of the 24th European Signal Processing Conference, 2016

The CNN news footage datasets: Enabling supervision in image retrieval.
Proceedings of the 24th European Signal Processing Conference, 2016

SPLeaP: Soft Pooling of Learned Parts for Image Classification.
Proceedings of the Computer Vision - ECCV 2016, 2016

Approximate Search with Quantized Sparse Representations.
Proceedings of the Computer Vision - ECCV 2016, 2016

Acoustic Scene Classification: An evaluation of an extremely compact feature representation.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016

Determining Occlusions from Space and Time Image Reconstructions.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Discovering motion hierarchies via tree-structured coding of trajectories.
Proceedings of the British Machine Vision Conference 2016, 2016

Maximum Margin Linear Classifiers in Unions of Subspaces.
Proceedings of the British Machine Vision Conference 2016, 2016

Cotemporal Multi-View Video Segmentation.
Proceedings of the Fourth International Conference on 3D Vision, 2016

2015
Robust Optical Flow Integration.
IEEE Trans. Image Process., 2015

Sparse Multi-View Consistency for Object Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels.
J. Math. Imaging Vis., 2015

VDub: Modifying Face Video of Actors for Plausible Visual Alignment to a Dubbed Audio Track.
Comput. Graph. Forum, 2015

Compressive sampling-based informed source separation.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Audio declipping via nonnegative matrix factorization.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Incremental dense multi-modal 3D scene reconstruction.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Incremental dense semantic stereo fusion for large-scale semantic scene reconstruction.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Background-foreground tracking for video object segmentation.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Pose and Expression-Coherent Face Recovery in the Wild.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Hybrid multi-layer deep CNN/aggregator feature for image classification.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Joint Audio Inpainting and Source Separation.
Proceedings of the Latent Variable Analysis and Signal Separation, 2015

Exemplar SVMs as visual feature encoders.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Latent max-margin metric learning for comparing video face tubes.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

The Semantic Paintbrush: Interactive 3D Mapping and Recognition in Large Outdoor Spaces.
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

Learning the Structure of Deep Architectures Using L1 Regularization.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Fundamental Performance Limits for Ideal Decoders in High-Dimensional Linear Inverse Problems.
IEEE Trans. Inf. Theory, 2014

Robust Automatic Line Scratch Detection in Films.
IEEE Trans. Image Process., 2014

Video Inpainting of Complex Scenes.
SIAM J. Imaging Sci., 2014

Perceptual Principles for Video Classification With Slow Feature Analysis.
IEEE J. Sel. Top. Signal Process., 2014

Stochastic Level Set Dynamics to Track Closed Curves Through Image Data.
J. Math. Imaging Vis., 2014

Fast identification of optimal fascicle configurations from standard clinical diffusion MRI using Akaike information criterion.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Disparity-guided demosaicking of light field images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Accurate Disparity Estimation for Plenoptic Images.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Some Faces are More Equal than Others: Hierarchical Organization for Accurate and Efficient Large-Scale Identity-Based Face Retrieval.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Automatic Face Reenactment.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Distributed Non-convex ADMM-based inference in large-scale random fields.
Proceedings of the British Machine Vision Conference, 2014

EPML: Expanded Parts Based Metric Learning for Occlusion Robust Face Verification.
Proceedings of the Computer Vision - ACCV 2014, 2014

Feature Learning for the Image Retrieval Task.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013
Correspondence Map-Aided Neighbor Embedding for Image Intra Prediction.
IEEE Trans. Image Process., 2013

Revisiting the VLAD image representation.
Proceedings of the ACM Multimedia Conference, 2013

Adaptive Multi-modal Particle Filtering for Probabilistic White Matter Tractography.
Proceedings of the Information Processing in Medical Imaging, 2013

On evaluating face tracks in movies.
Proceedings of the IEEE International Conference on Image Processing, 2013

Temporal filtering of line scratch detections in degraded films.
Proceedings of the IEEE International Conference on Image Processing, 2013

Multi-view Object Segmentation in Space and Time.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Compressive Gaussian Mixture estimation.
Proceedings of the IEEE International Conference on Acoustics, 2013

Towards fast, generic video inpainting.
Proceedings of the Conference on Visual Media Production 2013, 2013

2012
Aggregating Local Image Descriptors into Compact Codes.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

The Stanford/Technicolor/Fraunhofer HHI Video Semantic Indexing System.
Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

A new multi-fiber model for low angular resolution diffusion MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A contrario shot detection.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

From optical flow to dense long term correspondences.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Map-Aided Locally Linear Embedding methods for image prediction.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Hybrid template and block matching algorithm for image intra prediction.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

N-tuple Color Segmentation for Multi-view Silhouette Extraction.
Proceedings of the Computer Vision - ECCV 2012, 2012

Adaptive line scratch detection in degraded films.
Proceedings of the Conference on Visual Media Production, 2012

Multi-step flow fusion: towards accurate and dense correspondences in long video shots.
Proceedings of the British Machine Vision Conference, 2012

2011
Geometrically Guided Exemplar-Based Inpainting.
SIAM J. Imaging Sci., 2011

View-Independent Action Recognition from Temporal Self-Similarities.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Multiscale NeighborhoodWise Decision Fusion for Redundancy Detection in Image Pairs.
Multiscale Model. Simul., 2011

Epitome-based image compression using translational sub-pel mapping.
Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

Joint pose estimation and action recognition in image graphs.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Context-driven moving object detection in aerial scenes with user input.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Reconstructing an image from its local descriptors.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Geodesic image and video editing.
ACM Trans. Graph., 2010

Stochastic Filtering of Level Sets for Curve Tracking.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Compact Video Description for Copy Detection with Precise Temporal Alignment.
Proceedings of the Computer Vision, 2010

Aggregating local descriptors into a compact image representation.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Tracking Level Set Representation Driven by a Stochastic Dynamics.
Proceedings of the Curves and Surfaces, 2010

2009
Detection and segmentation of moving objects in complex scenes.
Comput. Vis. Image Underst., 2009

View-independent Video Synchronization from Temporal Self-similarities.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Tracking Closed Curves with Non-linear Stochastic Filters.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

Multi-view Synchronization of Human Actions and Dynamic Scenes.
Proceedings of the British Machine Vision Conference, 2009

2008
Track and Cut: Simultaneous Tracking and Segmentation of Multiple Objects with Graph Cuts.
EURASIP J. Image Video Process., 2008

Time-sequential extraction of motion layers.
Proceedings of the International Conference on Image Processing, 2008

Cross-View Action Recognition from Temporal Self-similarities.
Proceedings of the Computer Vision, 2008

Semi-automatic Motion Segmentation with Motion Layer Mosaics.
Proceedings of the Computer Vision, 2008

2007
Robust tracking with motion estimation and local Kernel-based color modeling.
Image Vis. Comput., 2007

Bandwidth selection for kernel estimation in mixed multi-dimensional spaces
CoRR, 2007

On Uncertainties, Random Features and Object Tracking.
Proceedings of the International Conference on Image Processing, 2007

Retrieving actions in movies.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Probabilistic Color and Adaptive Multi-Feature Tracking with Dynamically Switched Priority Between Cues.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Detection and segmentation of moving objects in highly dynamic scenes.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Joint Tracking and Segmentation of Objects Using Graph Cuts.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006
An adaptive mixture color model for robust visual tracking.
Proceedings of the International Conference on Image Processing, 2006

Bayesian Tracking with Auxiliary Discrete Processes. Application to Detection and Tracking of Objects with Occlusions.
Proceedings of the Dynamical Vision, ICCV 2005 and ECCV 2006 Workshops, 2006

Kernel-Based Robust Tracking for Objects Undergoing Occlusion.
Proceedings of the Computer Vision, 2006

2005
Bayesian visual tracking with existence process.
Proceedings of the 2005 International Conference on Image Processing, 2005

Robust tracking with motion estimation and kernel-based color modelling.
Proceedings of the 2005 International Conference on Image Processing, 2005

Periodic Motion Detection and Segmentation via Approximate Sequence Alignment.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

2004
Region filling and object removal by exemplar-based image inpainting.
IEEE Trans. Image Process., 2004

Data fusion for visual tracking with particles.
Proc. IEEE, 2004

Hierarchical Markovian segmentation of multispectral images for the reconstruction of water depth maps.
Comput. Vis. Image Underst., 2004

Interactive Image Segmentation Using an Adaptive GMMRF Model.
Proceedings of the Computer Vision, 2004

Slightly Supervised Learning of Part-Based Appearance Models.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003
Poisson image editing.
ACM Trans. Graph., 2003

Extraction of Singular Points from Dense Motion Fields: An Analytic Approach.
J. Math. Imaging Vis., 2003

Maintaining Multi-Modality through Mixture Tracking.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Constrained Subspace Modelling.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Variational Inference for Visual Tracking.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Object Removal by Exemplar-Based Inpainting.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Sequential Monte Carlo methods for multiple target tracking and data fusion.
IEEE Trans. Signal Process., 2002

Nonparametric motion characterization using causal probabilistic models for video indexing and retrieval.
IEEE Trans. Image Process., 2002

Dense Estimation of Fluid Flows.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Hierarchical Estimation and Segmentation of Dense Motion Fields.
Int. J. Comput. Vis., 2002

Towards Improved Observation Models for Visual Tracking: Selective Adaptation.
Proceedings of the Computer Vision, 2002

Color-Based Probabilistic Tracking.
Proceedings of the Computer Vision, 2002

Dense Motion Analysis in Fluid Imagery.
Proceedings of the Computer Vision, 2002

Rapid Summarisation and Browsing of Video Sequences.
Proceedings of the British Machine Vision Conference 2002, 2002

2001
Integrated Tracking with Vision and Sound.
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

Sequential Monte Carlo Fusion of Sound and Vision for Speaker Tracking.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

JetStream: Probabilistic Contour Extraction with Particles.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

A New Algorithm for Super-Resolution from Image Sequences.
Proceedings of the Computer Analysis of Images and Patterns, 9th International Conference, 2001

2000
Sonar image segmentation using an unsupervised hierarchical MRF model.
IEEE Trans. Image Process., 2000

Discrete Markov image modeling and inference on the quadtree.
IEEE Trans. Image Process., 2000

Noniterative manipulation of discrete energy-based models for image analysis.
Pattern Recognit., 2000

Hybrid Genetic Optimization and Statistical Model-Based Approach for the Classification of Shadow Shapes in Sonar Imagery.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Markov Random Field and Fuzzy Logic Modeling in Sonar Imagery: Application to the Classification of Underwater Floor.
Comput. Vis. Image Underst., 2000

Statistical motion-based video indexing and retrieval.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

Super-Resolution from Noisy Image Sequences Exploiting a 2D Parametric Motion Model.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Estimating Fluid Optical Flow.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Spatio-Temporal Wiener Filtering of Image Sequences Using a Parametric Motion Model.
Proceedings of the 2000 International Conference on Image Processing, 2000

Spot Satellite Data Analysis for Bathymetric Mapping.
Proceedings of the 2000 International Conference on Image Processing, 2000

An Energy-Based Framework for Dense 3D Registration of Volumetric Brain Images.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Three-Class Markovian Segmentation of High-Resolution Sonar Images.
Comput. Vis. Image Underst., 1999

Unsupervised multispectral segmentation of SPOT images applied to nautical cartography.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

Medical Image Registration with Robust Multigrid Techniques.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

A Hierarchical Unsupervised Multispectral Model to Segment Spot Images for Ocean Cartography.
Proceedings of the 1999 International Conference on Image Processing, 1999

Dense/Parametric Estimation of Fluid Flows.
Proceedings of the 1999 International Conference on Image Processing, 1999

Mode of Posterior Marginals with Hierarchical Models.
Proceedings of the 1999 International Conference on Image Processing, 1999

Fluid Motion Recovery by Coupling Dense and Parametric Vector Fields.
Proceedings of the International Conference on Computer Vision, 1999

Unsupervised Image Classification with a Hierarchical EM Algorithm.
Proceedings of the International Conference on Computer Vision, 1999

Semi-iterative Inferences with Hierarchical Energy-Based Models for Image Analysis.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1999

Bayesian inference and optimization strategies for some detection and classification problems in sonar imagery.
Proceedings of the Nonlinear Image Processing X, 1999

1998
Dense estimation and object-based segmentation of the optical flow with robust techniques.
IEEE Trans. Image Process., 1998

Semi-Iterative Inference with Hierarchical Models.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

A Multigrid Approach for Hierarchical Motion Estimation.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Statistical model and genetic optimization: application to pattern detection in sonar images.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Joint Estimation-Segmentation of Optic Flow.
Proceedings of the Computer Vision, 1998

1997
Generalized likelihood ratio-based face detection and extraction of mouth features.
Pattern Recognit. Lett., 1997

Unsupervised Markovian segmentation of sonar images.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Noniterative Manipulation of Discrete Energy-Based Models for Image Analysis.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1997

Unsupervised Segmentation Applied on Sonar Images.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1997

Generalized Likelihood Ratio-based Face Detection and Extraction of Mouth Features.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 1997

1996
Restriction of a Markov random field on a graph and multiresolution statistical image modeling.
IEEE Trans. Inf. Theory, 1996

Robust discontinuity-preserving model for estimating optical flow.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

A multiresolution EM algorithm for unsupervised image classification.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Statistical model-based estimation and tracking of non-rigid motion.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Parallelized robust multiresolution motion estimation.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Adaptive detection of moving objects using multiscale techniques.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Hierarchical MRF modeling for sonar picture segmentation.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
Hierarchical Statistical Models for the Fusion of Multiresolution Image Data.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

1994
Motion Detection and Tracking using Deformable Templates.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Global non-linear multigrid optimization for image analysis tasks.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1992
Multiscale Markov random fields and constrained relaxation in low level image analysis.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992


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