Antoine Manzanera

Orcid: 0000-0001-5718-411X

According to our database1, Antoine Manzanera authored at least 69 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Riemannian SPD learning to represent and characterize fixational oculomotor Parkinsonian abnormalities.
Pattern Recognit. Lett., January, 2024

InfraParis: A multi-modal and multi-task autonomous driving dataset.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Does it work outside this benchmark? Introducing the rigid depth constructor tool.
Multim. Tools Appl., November, 2023

Leveraging a realistic synthetic database to learn Shape-from-Shading for estimating the colon depth in colonoscopy images.
CoRR, 2023

NECO: NEural Collapse Based Out-of-distribution detection.
CoRR, 2023

Rebalancing gradient to improve self-supervised co-training of depth, odometry and optical flow predictions.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Improving Knee Osteoarthritis Classification with Markerless Pose Estimation and STGCN Model.
Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

2022
A study of deep perceptual metrics for image quality assessment.
CoRR, 2022

A multimodal Parkinson quantification by fusing eye and gait motion patterns, using covariance descriptors, from non-invasive computer vision.
Comput. Methods Programs Biomed., 2022

Learning graph representation with Randomized Neural Network for dynamic texture classification.
Appl. Soft Comput., 2022

An Oculomotor Digital Parkinson Biomarker from a Deep Riemannian Representation.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Hyperparameter Optimization of Deep Learning Models for EEG-Based Vigilance Detection.
Proceedings of the Advances in Computational Collective Intelligence, 2022

2021
A compact and recursive Riemannian motion descriptor for untrimmed activity recognition.
J. Real Time Image Process., 2021

Does it work outside this benchmark? Introducing the Rigid Depth Constructor tool, depth validation dataset construction in rigid scenes for the masses.
CoRR, 2021

2020
Naturally Constrained Online Expectation Maximization.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
A Fractal-Based Approach to Network Characterization Applied to Texture Analysis.
Proceedings of the Computer Analysis of Images and Patterns, 2019

2018
Learning structure-from-motionfrom motion.
CoRR, 2018

End-to-end depth from motion with stabilized monocular videos.
CoRR, 2018

Efficient Line Tracker in the Parameter Space based on One-to-one Hough Transform.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Learning Structure-from-Motion from Motion.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Bio-Inspired Perception Sensor (BIPS) Concept Analysis for Embedded Applications.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017
Spatio-temporal multi-scale motion descriptor from a spatially-constrained decomposition for online action recognition.
IET Comput. Vis., 2017

Fast Semi Dense Epipolar Flow Estimation.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

The Visual Object Tracking VOT2017 Challenge Results.
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Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Multi range real-time depth inference from a monocular stabilized footage using a fully convolutional neural network.
Proceedings of the 2017 European Conference on Mobile Robots, 2017

Mixing Hough and Color Histogram Models for Accurate Real-Time Object Tracking.
Proceedings of the Computer Analysis of Images and Patterns, 2017

2016
Topological Attribute Patterns for texture recognition.
Pattern Recognit. Lett., 2016

Video Extruder: a semi-dense point tracker for extracting beams of trajectories in real time.
J. Real Time Image Process., 2016

Statistical binary patterns for rotational invariant texture classification.
Neurocomputing, 2016

Line and circle detection using dense one-to-one Hough transforms on greyscale images.
EURASIP J. Image Video Process., 2016

Binary Distance Transform to Improve Feature Extraction.
CoRR, 2016

A coronary artery segmentation method based on multiscale analysis and region growing.
Comput. Medical Imaging Graph., 2016

Action-centric Polar Representation of Motion Trajectories for Online Action Recognition.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Fast growing hough forest as a stable model for object detection.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

2015
A Gaussian Mixture Representation of Gesture Kinematics for On-Line Sign Language Video Annotation.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

A versatile object tracking algorithm combining Particle Filter and Generalised Hough Transform.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

Noise tolerant descriptor for texture classification.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

2014
Spatial Motion Patterns: Action Models from Semi-Dense Trajectories.
Int. J. Pattern Recognit. Artif. Intell., 2014

From local descriptors to holistic models: A general framework embedding video processing and object representation.
Proceedings of the 4th International Conference on Image Processing Theory, 2014

Representing activities with layers of velocity statistics for multiple human action recognition in surveillance applications.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2014, 2014

Impact of Topology-Related Attributes from Local Binary Patterns on Texture Classification.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Video++, a modern image and video processing C++ framework.
Proceedings of the 2014 Conference on Design and Architectures for Signal and Image Processing, 2014

Incorporating Two First Order Moments into LBP-Based Operator for Texture Categorization.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013
Action recognition using bag of features extracted from a beam of trajectories.
Proceedings of the IEEE International Conference on Image Processing, 2013

Revisiting LBP-Based Texture Models for Human Action Recognition.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Motion Trend Patterns for Action Modelling and Recognition.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
Real Time Semi-dense Point Tracking.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

En mouvement, du modèle à la puce : Pour des systèmes de vision polyvalents et performants.
, 2012

2011
Local Jet Feature Space Framework for Image Processing and Representation.
Proceedings of the Seventh International Conference on Signal-Image Technology and Internet-Based Systems, 2011

2010
Local Jet Based Similarity for NL-Means Filtering.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Ground-plane classification for robot navigation: Combining multiple cues toward a visual-based learning system.
Proceedings of the 11th International Conference on Control, 2010

2009
High performance motion detection: some trends toward new embedded architectures for vision systems.
J. Real Time Image Process., 2009

Evolution of visual controllers for obstacle avoidance in mobile robotics.
Evol. Intell., 2009

Motion detection: Fast and robust algorithms for embedded systems.
Proceedings of the International Conference on Image Processing, 2009

Image Characterization from Statistical Reduction of Local Patterns.
Proceedings of the Progress in Pattern Recognition, 2009

2008
Evolving Vision Controllers with a Two-Phase Genetic Programming System Using Imitation.
Proceedings of the From Animals to Animats 10, 2008

Generalization performance of vision based controllers for mobile robots evolved with genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2007
A new motion detection algorithm based on Sigma-Delta background estimation.
Pattern Recognit. Lett., 2007

Ultra Fast Grey Scale Face Detection Using Vector SIMD Programming.
Proceedings of the Third International IEEE Conference on Signal-Image Technologies and Internet-Based System, 2007

Sigma-Delta Background Subtraction and the Zipf Law.
Proceedings of the Progress in Pattern Recognition, 2007

Automatic Design of Vision-Based Obstacle Avoidance Controllers Using Genetic Programming.
Proceedings of the Artificial Evolution, 2007

2004
A Robust and Computationally Efficient Motion Detection Algorithm Based on Sigma-Delta Background Estimation.
Proceedings of the ICVGIP 2004, 2004

A New Hybrid differential filter for Motion Detection.
Proceedings of the International Conference on Computer Vision and Graphics, 2004

2003
Metrical properties of a collection of 2D parallel thinning algorithms.
Electron. Notes Discret. Math., 2003

A morphological dominant points detection and its cellular implementation.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

2002
<i>n</i>-dimensional skeletonization: a unified mathematical framework.
J. Electronic Imaging, 2002

1999
Improved Low Complexity Fully Parallel Thinning Algorithm.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

Medial Faces from a Concise 3D Thinning Algorithm.
Proceedings of the International Conference on Computer Vision, 1999

Ultra-Fast Skeleton Based on an Isotropic Fully Parallel Algorithm.
Proceedings of the Discrete Geometry for Computer Imagery, 1999


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