Christophe De Vleeschouwer

Orcid: 0000-0001-5049-2929

According to our database1, Christophe De Vleeschouwer authored at least 160 papers between 1996 and 2024.

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Bibliography

2024
Leveraging Neural Radiance Fields for Pose Estimation of an Unknown Space Object during Proximity Operations.
CoRR, 2024

Self-supervised vision-langage alignment of deep learning representations for bone X-rays analysis.
CoRR, 2024

Self-Avatar Animation in Virtual Reality: Impact of Motion Signals Artifacts on the Full-Body Pose Reconstruction.
CoRR, 2024

Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments.
CoRR, 2024

SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap.
CoRR, 2024

Camera clustering for scalable stream-based active distillation.
CoRR, 2024

Autonomous Methods in Multisensor Architecture for Smart Surveillance.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023
SoccerNet 2023 Challenges Results.
CoRR, 2023

An Experimental Investigation into the Evaluation of Explainability Methods.
CoRR, 2023

Are Straight-Through gradients and Soft-Thresholding all you need for Sparse Training?
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Body Part-Based Representation Learning for Occluded Person Re-Identification.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023


On the Importance of Denoising when Learning to Compress Images.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Multi-task Learning for Joint Re-identification, Team Affiliation, and Role Classification for Sports Visual Tracking.
Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, 2023

Context-Aware 3D Object Localization from Single Calibrated Images: A Study of Basketballs.
Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, 2023

Image Dehazing Guided by Low-Pass Reinforced Airlight.
Proceedings of the IEEE International Conference on Image Processing, 2023

Explaining through Transformer Input Sampling.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Don't skip the skips: autoencoder skip connections improve latent representation discrepancy for anomaly detection.
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

Stream-Based Active Distillation for Scalable Model Deployment.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results.
CoRR, 2022

Poly-CAM: High resolution class activation map for convolutional neural networks.
CoRR, 2022

Ball 3D Localization From A Single Calibrated Image.
CoRR, 2022

Ensemble learning and test-time augmentation for the segmentation of mineralized cartilage versus bone in high-resolution microCT images.
Comput. Biol. Medicine, 2022


Accelerating the creation of instance segmentation training sets through bounding box annotation.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Backward recursive Class Activation Map refinement for high resolution saliency map.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Forward Error Correction Applied to JPEG-XS Codestreams.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

End-to-end Neural Estimation of Spacecraft Pose with Intermediate Detection of Keypoints.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

3D Ball Localization From A Single Calibrated Image.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Using Pure Pollen Species When Training a CNN to Segment Pollen Mixtures.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
Intraclass clustering: an implicit learning ability that regularizes DNNs.
Proceedings of the 9th International Conference on Learning Representations, 2021

CNN-Based Morphological Decomposition of X-Ray Images for Details and Defects Contrast Enhancement.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

End-to-End Optimized Image Compression With Competition of Prior Distributions.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

DeepSportLab: a Unified Framework for Ball Detection, Player Instance Segmentation and Pose Estimation in Team Sports Scenes.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Color Channel Compensation (3C): A Fundamental Pre-Processing Step for Image Enhancement.
IEEE Trans. Image Process., 2020

Day and Night-Time Dehazing by Local Airlight Estimation.
IEEE Trans. Image Process., 2020

How semantic and geometric information mutually reinforce each other in ToF object localization.
CoRR, 2020

Mutual Use of Semantics and Geometry for CNN-Based Object Localization in ToF Images.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Improved anomaly detection by training an autoencoder with skip connections on images corrupted with Stain-shaped noise.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Adapting JPEG XS gains and priorities to tasks and contents.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Color Channel Transfer for Image Dehazing.
IEEE Signal Process. Lett., 2019

Consensus-based trajectory estimation for ball detection in calibrated cameras systems.
J. Real Time Image Process., 2019

Associative Embedding for Game-Agnostic Team Discrimination.
CoRR, 2019

Real-time CNN-based Segmentation Architecture for Ball Detection in a Single View Setup.
Proceedings of the Proceedings Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports, 2019

Using planning CTs to enhance CNN-based bladder segmentation on cone beam CT.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Bilateral Histogram Equalization for X-Ray Image Tone Mapping.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Experimental study of the neuron-level mechanisms emerging from backpropagation.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

Associative Embedding for Team Discrimination.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

ARTHuS: Adaptive Real-Time Human Segmentation in Sports Through Online Distillation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Natural Image Noise Dataset.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Ordinal Pooling.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Color Balance and Fusion for Underwater Image Enhancement.
IEEE Trans. Image Process., 2018

On layer-level control of DNN training and its impact on generalization.
CoRR, 2018

Decolorization by Fusion.
IEEE Access, 2018

Effective Local Airlight Estimation for Image Dehazing.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

O-HAZE: A Dehazing Benchmark With Real Hazy and Haze-Free Outdoor Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Contour Propagation in CT Scans with Convolutional Neural Networks.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

I-HAZE: A Dehazing Benchmark with Real Hazy and Haze-Free Indoor Images.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017
Wide-Baseline Foreground Object Interpolation Using Silhouette Shape Prior.
IEEE Trans. Image Process., 2017

Single-Scale Fusion: An Effective Approach to Merging Images.
IEEE Trans. Image Process., 2017

Discriminative and Efficient Label Propagation on Complementary Graphs for Multi-Object Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Segmenting Cells in the Presence of a Diffuse and Heterogeneous Membrane Marker.
ERCIM News, 2017

Scene-specific classifier for effective and efficient team sport players detection from a single calibrated camera.
Comput. Vis. Image Underst., 2017

A semi-global color correction for underwater image restoration.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2017

Color transfer for underwater dehazing and depth estimation.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Locally Adaptive Color Correction for Underwater Image Dehazing and Matching.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Consistent Basis Pursuit for Signal and Matrix Estimates in Quantized Compressed Sensing.
IEEE Signal Process. Lett., 2016

Multi-scale underwater descattering.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Cell segmentation with random ferns and graph-cuts.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Night-time dehazing by fusion.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

D-HAZY: A dataset to evaluate quantitatively dehazing algorithms.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Piecewise-Planar 3D Approximation from Wide-Baseline Stereo.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Consistent Signal and Matrix Estimates in Quantized Compressed Sensing.
CoRR, 2015

Iterative hypothesis testing for multi-object tracking in presence of features with variable reliability.
CoRR, 2015

Mitigating memory requirements for random trees/ferns.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
Resource Allocation for Personalized Video Summarization.
IEEE Trans. Multim., 2014

Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14).
CoRR, 2014

2013
Quantized Iterative Hard Thresholding: Bridging 1-bit and High-Resolution Quantized Compressed Sensing
CoRR, 2013

Personalized Summarization of Broadcasted Soccer Videos with Adaptive Fast-Forwarding.
Proceedings of the Intelligent Technologies for Interactive Entertainment, 2013

Discriminative Label Propagation for Multi-object Tracking with Sporadic Appearance Features.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Consistent iterative hard thresholding for signal declipping.
Proceedings of the IEEE International Conference on Acoustics, 2013

Learning and Propagation of Dominant Colors for Fast Video Segmentation.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

Training with Corrupted Labels to Reinforce a Probably Correct Teamsport Player Detector.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

A Resource Allocation Framework for Adaptive Selection of Point Matching Strategies.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2012
An Interactive Video Streaming Architecture Featuring Bitrate Adaptation.
J. Commun., 2012

Compressive Optical Deflectometric Tomography: A Constrained Total-Variation Minimization Approach
CoRR, 2012

Recognition of sport players' numbers using fast-color segmentation.
Proceedings of the Visual Information Processing and Communication III, 2012

Partial motion trajectory grouping through rooted arborescence.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Demo: Point matching for PTZ camera autotracking.
Proceedings of the Sixth International Conference on Distributed Smart Cameras, 2012

Multimode spatiotemporal background modeling for complex scenes.
Proceedings of the 20th European Signal Processing Conference, 2012

Prioritizing the Propagation of Identity Beliefs for Multi-object Tracking.
Proceedings of the British Machine Vision Conference, 2012

Iterative Hypothesis Testing for Multi-object Tracking with Noisy/Missing Appearance Features.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

2011
An Autonomous Framework to Produce and Distribute Personalized Team-Sport Video Summaries: A Basketball Case Study.
IEEE Trans. Multim., 2011

Scalable Feature Extraction for Coarse-to-Fine JPEG 2000 Image Classification.
IEEE Trans. Image Process., 2011

Formulating Team-Sport Video Summarization as a Resource Allocation Problem.
IEEE Trans. Circuits Syst. Video Technol., 2011

Offering streaming rate adaptation to common media players.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Graph-based filtering of ballistic trajectory.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Automatic summarization of broadcasted soccer videos with adaptive fast-forwarding.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Demo: Spatio-temporal template matching for ball detection.
Proceedings of the 2011 Fifth ACM/IEEE International Conference on Distributed Smart Cameras, 2011

2010
Visual event recognition using decision trees.
Multim. Tools Appl., 2010

Autonomous Production of Sport Video Summaries.
ERCIM News, 2010

Multicamera Information Processing: Acquisition, Collaboration, Interpretation, and Production.
EURASIP J. Image Video Process., 2010

Personalized production of basketball videos from multi-sensored data under limited display resolution.
Comput. Vis. Image Underst., 2010

Invariant Spectral Hashing of Image Saliency Graph
CoRR, 2010

Multi-sensored Vision for Autonomous Production of Personalized Video Summaries.
Proceedings of the User Centric Media - Second International ICST Conference, 2010

Worthy visual content on mobile through interactive video streaming.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Automatic summarization of audio-visual soccer feeds.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Automatic production of personalized basketball video summaries from multi-sensored data.
Proceedings of the International Conference on Image Processing, 2010

A learning approach to interactive browsing of surveillance content.
Proceedings of the 2010 Fourth ACM/IEEE International Conference on Distributed Smart Cameras, Atlanta, GA, USA - August 31, 2010

2009
Remote Interactive Browsing of Video Surveillance Content Based on JPEG 2000.
IEEE Trans. Circuits Syst. Video Technol., 2009

Parity Bit Replenishment for JPEG 2000-Based Video Streaming.
EURASIP J. Image Video Process., 2009

Autonomous production of basketball videos from multi-sensored data with personalized viewpoints.
Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services, 2009

An interactive video streaming architecture for H.264/AVC compliant players.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

A resource allocation framework for summarizing team sport videos.
Proceedings of the International Conference on Image Processing, 2009

Detection and recognition of sports(wo)men from multiple views.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

Embedding Proximal Support Vectors into Randomized Trees.
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008
A Geometrical Study of Matching Pursuit Parametrization.
IEEE Trans. Signal Process., 2008

Overview on Selective Encryption of Image and Video: Challenges and Perspectives.
EURASIP J. Inf. Secur., 2008

Optimal JPWL Forward Error Correction Rate Allocation for Robust JPEG 2000 Images and Video Streaming over Mobile Ad Hoc Networks.
EURASIP J. Adv. Signal Process., 2008

Loss-resilient window-based congestion control.
Comput. Networks, 2008

Using decision trees to recognize visual events.
Proceedings of the 1st ACM Workshop on Analysis and Retrieval of Events/Actions and Workflows in Video Streams, 2008

Secure and Low Cost Selective Encryption for JPEG2000.
Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008

Multi-feature vector flow for active contour tracking.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Dependent Packet Transmission Policies in Rate-Distortion Optimized Media Scheduling.
IEEE Trans. Multim., 2007

The Virtue of Patience in Low-Complexity Scheduling of Packetized Media With Feedback.
IEEE Trans. Multim., 2007

Prefetching and Caching Strategies for Remote and Interactive Browsing of JPEG2000 Images.
IEEE Trans. Image Process., 2007

Using Decision Trees for Knowledge-Assisted Topologically Structured Data Analysis.
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

Non-rigid object tracker based on a robust combination of parametric active contour and point distribution model.
Proceedings of the Visual Communications and Image Processing 2007, 2007

User-Centric Retrieval of Visual Surveillance Content.
Proceedings of the Poster and Demo Proceedings of the 2nd International Conference on Semantic and Digital Media Technologies, 2007

Speeded Up Gradient Vector Flow B-Spline Active Contours for Robust and Real-Time Tracking.
Proceedings of the IEEE International Conference on Acoustics, 2007

A Flexible Video Transmission System Based on JPEG 2000 Conditional Replenishment with Multiple References.
Proceedings of the IEEE International Conference on Acoustics, 2007

Progressive Learning for Interactive Surveillance Scenes Retrieval.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Coarse-to-Fine Textures Retrieval in the JPEG 2000 Compressed Domain for Fast Browsing of Large Image Databases.
Proceedings of the Multimedia Content Representation, 2006

Pre-Fetching Strategies for Remote and Interactive Browsing of JPEG2000 Images.
Proceedings of the International Conference on Image Processing, 2006

2005
Robust video hashing based on radial projections of key frames.
IEEE Trans. Signal Process., 2005

Receiver-driven bandwidth sharing for TCP and its application to video streaming.
IEEE Trans. Multim., 2005

Memory Centric Design of an MPEG-4 Video Encoder.
IEEE Trans. Circuits Syst. Video Technol., 2005

The virtue of patience when scheduling media in presence of feedback.
Proceedings of the 2005 International Conference on Image Processing, 2005

Robust image hashing based on radial variance of pixels.
Proceedings of the 2005 International Conference on Image Processing, 2005

2003
Circular interpretation of bijective transformations in lossless watermarking for media asset management.
IEEE Trans. Multim., 2003

In-loop atom modulus quantization for matching pursuit and its application to video coding.
IEEE Trans. Image Process., 2003

Model-based rate control implementation for low-power video communications systems.
IEEE Trans. Circuits Syst. Video Technol., 2003

Receiver-Driven Bandwidth Sharing for TCP.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

2002
Algorithmic and architectural co-design of a motion-estimation engine for low-power video devices.
IEEE Trans. Circuits Syst. Video Technol., 2002

Invisibility and application functionalities in perceptual watermarking an overview.
Proc. IEEE, 2002

Human visual system features enabling watermarking.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Atom modulus quantization for matching pursuit video coding.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Content-based and perceptual bit-allocation using matching pursuits.
Signal Process. Image Commun., 2001

Circular interpretation of histogram for reversible watermarking.
Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001

Motion estimation for low power video devices.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
SNR Scalability Based on Matching Pursuits.
IEEE Trans. Multim., 2000

1999
Subband dictionaries for low-cost matching pursuits of video residues.
IEEE Trans. Circuits Syst. Video Technol., 1999

1998
Watermarking algorithm based on a human visual model.
Signal Process., 1998

Psychovisual approach to digital picture watermarking.
J. Electronic Imaging, 1998

New Dictionaries for Matching Pursuits Video Coding.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
A fuzzy logic system for content-based bit-rate allocation.
Signal Process. Image Commun., 1997

Low-Cost Perceptive Digital Picture Watermarking Method.
Proceedings of the Storage and Retrieval for Image and Video Databases V, 1997

Fuzzy logic system able to detect interesting areas of a video sequence.
Proceedings of the Human Vision and Electronic Imaging II, 1997

Low Cost Watermarking Based on a Human Vision Model.
Proceedings of the Multimedia Applications, Services and Techniques, 1997

1996
Automatic detection of interest areas of an image or of a sequence of images.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996


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