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Antoine Manzanera

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Presentation

### Présentation Je suis Enseignant-Chercheur dans l'équipe de Vision et Robotique de l'Unité d'Informatique et d'Ingénierie des Systèmes (U2IS) d'ENSTA-ParisTech. Je m'intéresse au Traitement d'Images et à la Vision de bas niveau, du modèle mathématique à l'implantation parallèle sur un système embarqué. Mes travaux se répartissent dans trois domaines principaux : - Représentation et Traitement des Images - Analyse du mouvement - Systèmes de Vision Embarquée J'enseigne principalement en 2ème et 3ème année du cycle Ingénieur ENSTA, ainsi que dans le Master Imagerie de l'UMPC (Paris 6), et le Master AIC de Paris-Saclay. Je suis également correspondant Amérique Latine pour les Relations Internationales et chargé des échanges mutualisés ParisTech avec le Brésil depuis 2005. ### Repères biographiques - 2012 Habilitation à Diriger des Recherches (UPMC-Paris 6) - 2001- Enseignant-Chercheur, ENSTA-ParisTech - 2000 Thèse de Doctorat, spécialité "Signal et Image" (Télécom-ParisTech) - 1994-96 Professeur au Lycée Français d'Asunción, Paraguay - 1993 Master d'Informatique Fondamentale (ENS Lyon) - 1991 Licence de Mathématiques (Université Claude Bernard, Lyon 1)
### Présentation Je suis Enseignant-Chercheur dans l'équipe de Vision et Robotique de l'Unité d'Informatique et d'Ingénierie des Systèmes (U2IS) d'ENSTA-ParisTech. Je m'intéresse au Traitement d'Images et à la Vision de bas niveau, du modèle mathématique à l'implantation parallèle sur un système embarqué. Mes travaux se répartissent dans trois domaines principaux : - Représentation et Traitement des Images - Analyse du mouvement - Systèmes de Vision Embarquée J'enseigne principalement en 2ème et 3ème année du cycle Ingénieur ENSTA, ainsi que dans le Master Imagerie de l'UMPC (Paris 6), et le Master AIC de Paris-Saclay. Je suis également correspondant Amérique Latine pour les Relations Internationales et chargé des échanges mutualisés ParisTech avec le Brésil depuis 2005. ### Repères biographiques - 2012 Habilitation à Diriger des Recherches (UPMC-Paris 6) - 2001- Enseignant-Chercheur, ENSTA-ParisTech - 2000 Thèse de Doctorat, spécialité "Signal et Image" (Télécom-ParisTech) - 1994-96 Professeur au Lycée Français d'Asunción, Paraguay - 1993 Master d'Informatique Fondamentale (ENS Lyon) - 1991 Licence de Mathématiques (Université Claude Bernard, Lyon 1)

Publications

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Quantification of Parkinsonian Kinematic Patterns in Body-Segment Regions During Locomotion

Luis C Guayacán , Antoine Manzanera , Fabio Martínez
Journal of Medical and Biological Engineering, 2022, ⟨10.1007/s40846-022-00691-x⟩
Journal articles hal-03554297v1
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A multimodal Parkinson quantification by fusing eye and gait motion patterns, using covariance descriptors, from non-invasive computer vision

John Archila , Antoine Manzanera , Fabio Martinez
Computer Methods and Programs in Biomedicine, 2022, 215, pp.106607. ⟨10.1016/j.cmpb.2021.106607⟩
Journal articles hal-03554254v1
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A compact and recursive Riemannian motion descriptor for untrimmed activity recognition

Fabio Martinez Carrillo , Michèle Gouiffès , Gustavo Garzon Villamizar , Antoine Manzanera
Journal of Real-Time Image Processing, 2021, ⟨10.1007/s11554-020-01057-9⟩
Journal articles hal-03204019v1
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Learning Graph Representation with Randomized Neural Network for Dynamic Texture Classification

Lucas C Ribas , Jarba Joaci de Mesquita Sá Junior , Antoine Manzanera , Odemir M Bruno
Applied Soft Computing, 2021
Journal articles hal-03431533v1
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Spatio-temporal multi-scale motion descriptor from a spatially-constrained decomposition for online action recognition

Fabio Martínez , Antoine Manzanera , Eduardo Romero
IET Computer Vision, 2017, 11 (7), pp.541 - 549. ⟨10.1049/iet-cvi.2016.0055⟩
Journal articles hal-01671878v1
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Line and circle detection using dense one-to-one Hough transforms on greyscale images

Antoine Manzanera , Thanh Phuong Nguyen , Xiaolei Xu
EURASIP Journal on Image and Video Processing, 2016, 34, pp.1773 - 1773. ⟨10.1186/s13640-016-0149-y⟩
Journal articles hal-01451134v1
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A coronary artery segmentation method based on multiscale analysis and region growing

Asma Kerkeni , Asma Benabdallah , Antoine Manzanera , Mohamed Hedi Bedoui
Computerized Medical Imaging and Graphics, 2016, 48, pp.49 - 61. ⟨10.1016/j.compmedimag.2015.12.004⟩
Journal articles hal-01671874v1
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Statistical binary patterns for rotational invariant texture classification

Thanh Phuong Nguyen , Ngoc-Son Vu , Antoine Manzanera
Journal articles hal-01245103v1
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Topological Attribute Patterns for Texture Recognition

Thanh G Nguyen , Antoine Manzanera , Walter G Kropatsch , Xuan Son Nguyen
Pattern Recognition Letters, 2016, 80, pp.91 - 97. ⟨10.1016/j.patrec.2016.06.003⟩
Journal articles hal-01451126v1
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Feature Extraction on Local Jet Space for Texture Classification

Marcos William da Silva Oliveira , Núbia Rosa da Silva , Antoine Manzanera , Odemir Martinez Bruno
Physica A: Statistical Mechanics and its Applications, 2015, ⟨10.1016/j.physa.2015.06.046⟩
Journal articles hal-01245094v1
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Automatic analysis and characterization of the hummingbird wings motion using dense optical flow features

Fabio Martínez , Antoine Manzanera , Eduardo Romero
Bioinspiration and Biomimetics, 2015, ⟨10.1088/1748-3190/10/1/016006⟩
Journal articles hal-01245084v1
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Spatial motion patterns: action models from semi-dense trajectories

Thanh Phuong Nguyen , Antoine Manzanera , Matthieu Garrigues , Ngoc-Son Vu
International Journal of Pattern Recognition and Artificial Intelligence, 2014, 28 (07), pp.1460011. ⟨10.1142/S0218001414600118⟩
Journal articles hal-01118257v1
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Video Extruder: a semi-dense point tracker for extracting beam of trajectories in real time

Matthieu Garrigues , Antoine Manzanera , Bernard Thierry
Journal of Real-Time Image Processing, 2014, pp.12. ⟨10.1007/s11554-014-0415-0⟩
Journal articles hal-00868920v1
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Evolution of visual controllers for obstacle avoidance in mobile robotics

Renaud Barate , Antoine Manzanera
Evolutionary Intelligence, 2009, 2 (3), pp.85-102. ⟨10.1007/s12065-009-0021-4⟩
Journal articles hal-01130998v1
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High performance motion detection: some trends toward new embedded architectures for vision systems

Lionel Lacassagne , Antoine Manzanera , Julien Denoulet , Alain Mérigot
Journal of Real-Time Image Processing, 2009, 4 (2), pp.127-146. ⟨10.1007/s11554-008-0096-7⟩
Journal articles hal-01131002v1
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A new motion detection algorithm based on Sigma-Delta background estimation

Antoine Manzanera , Julien Richefeu
Pattern Recognition Letters, 2007, 28 (3), ⟨10.1016/j.patrec.2006.04.007⟩
Journal articles hal-01222650v1

n-dimensional skeletonization: a unified mathematical framework

Antoine Manzanera , T.M. Bernard , Francoise Preteux , B. Longuet
Journal of Electronic Imaging, 2002, 11 (1), pp.25-37
Journal articles hal-00272189v1
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An Oculomotor Digital Parkinson Biomarker From a Deep Riemannian Representation

Juan Andrés Olmos , Antoine Manzanera , Fabio Martinez Carrillo
ICPRAI 2022 - 3rd International Conference on Pattern Recognition and Artificial Intelligence, Jun 2022, Paris, France. ⟨10.1007/978-3-031-09037-0_55⟩
Conference papers hal-03833773v1
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Naturally Constrained Online Expectation Maximization

Daniela Pamplona , Antoine Manzanera
International Conference on Pattern Recognition (ICPR 2020), Jan 2021, Milan, Italy
Conference papers hal-03012909v1
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A recurrent approach for predicting Parkinson stage from multimodal videos

John Archila , Antoine Manzanera , Fabio Martinez Carrillo
17th International Symposium on Medical Information Processing and Analysis (SIPAIM), Nov 2021, Campinas, Brazil
Conference papers hal-03833745v1
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A Fractal-Based Approach to Network Characterization Applied to Texture Analysis

Lucas C Ribas , Antoine Manzanera , Odemir Bruno
Computer Analysis of Images and Patterns, Sep 2019, Salerno, Italy
Conference papers hal-02482478v1
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Learning structure-from-motion from motion

Clément Pinard , Laure Chevalley , Antoine Manzanera , David Filliat
ECCV GMDL Workshop, Sep 2018, Munich, Germany
Conference papers hal-01995833v1
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DroMOOC: a Massive Open Online Course on Drones and Aerial Multi Robot Systems

Sylvain Bertrand , Julien Marzat , Cristina Stoica Maniu , Maria Makarov , David Filliat et al.
2018 UKACC 12th International Conference on Control (CONTROL), Sep 2018, Sheffield, United Kingdom. ⟨10.1109/control.2018.8516765⟩
Conference papers hal-01907122v1
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Bio-inspired Perception Sensor (BIPS) Concept Analysis for Embedded Applications

Louise Sarrabezolles , Antoine Manzanera , Nicolas Hueber
The 23rd Iberoamerican Congress on Pattern Recognition (CIARP 2018), Nov 2018, Madrid, Spain
Conference papers hal-01993675v1
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Mixing Hough and Color Histogram Models for Accurate Real-Time Object Tracking

Antoine Tran , Antoine Manzanera
Computer Analysis of Images and Patterns (CAIP), 2017, Ystad, Sweden
Conference papers hal-01671906v1
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Fast Semi Dense Epipolar Flow Estimation

Matthieu Garrigues , Antoine Manzanera
Applications of Computer Vision (WACV), 2017 IEEE Winter Conference on, 2017, Santa Rosa, CA, United States
Conference papers hal-01671890v1
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Dual field combination for unmanned video surveillance

Louise Sarrabezolles , Antoine Manzanera , Nicolas Hueber , Maxime Perrot , Pierre Raymond et al.
SPIE Defense and Commercial Sensing, Apr 2017, Anaheim, United States. ⟨10.1117/12.2262696⟩
Conference papers hal-01603010v1
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Multi range Real-time depth inference from a monocular stabilized footage using a Fully Convolutional Neural Network

Clément Pinard , Laure Chevalley , Antoine Manzanera , David Filliat
European Conference on Mobile Robotics, ENSTA ParisTech, Sep 2017, Paris, France
Conference papers hal-01587658v1
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End-to-end depth from motion with stabilized monocular videos

Clément Pinard , Laure Chevalley , Antoine Manzanera , David Filliat
International Conference on Unmanned Aerial Vehicles in Geomatics, Sep 2017, Bonn, Germany. pp.67-74, ⟨10.5194/isprs-annals-IV-2-W3-67-2017⟩
Conference papers hal-01587652v1
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Fast growing hough forest as a stable model for object detection

Antoine Tran , Antoine Manzanera
The sixth International Conference on Image Processing Theory, Tools and Applications (IPTA'16), 2016, Oulu, Finland. pp.1 - 6, ⟨10.1109/IPTA.2016.7820960⟩
Conference papers hal-01451140v1
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Action-centric Polar Representation of Motion Trajectories for Online Action Recognition

Fabio Martínez , Antoine Manzanera , Michèle Gouiffes , Thanh Phuong Nguyen
International Conference on Computer Vision Theory and Applications (VISAPP), 2016, Roma, Italy. ⟨10.5220/0005730404420448⟩
Conference papers hal-01671916v1
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Automatic Bifurcation Detection in Coronary X-Ray Angiographies

Asma Kerkeni , Asma Ben Abdallah , Antoine Manzanera , Ibtihel Nouira , Mohamed Hedi Bedoui et al.
13th International Conference Computer Graphics, Imaging and Visualization (CGIV 2016), 2016, Beni Mellal, Morocco. pp.333 - 338, ⟨10.1109/CGiV.2016.70⟩
Conference papers hal-01451154v1
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A versatile object tracking algorithm combining Particle Filter and Generalised Hough Transform

Antoine Tran , Antoine Manzanera
International Conference on Image Processing Theory, Tools and Applications IPTA'15, Nov 2015, Orléans, France
Conference papers hal-01245118v1
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A Gaussian mixture representation of gesture kinematics for on-line Sign Language video annotation

Fabio Martínez , Antoine Manzanera , Michèle Gouiffès , Annelies Braffort
International Symposium on Visual Computing ISVC'15, Dec 2015, Las Vegas, United States
Conference papers hal-01245123v1

Transformées de Hough denses : un cadre efficace et générique pour la reconnaissance de formes paramétrées

Antoine Manzanera , Thanh Phuong Nguyen
Traitement et Analyse de l'Information : Méthodes et Applications TAIMA'15, May 2015, Hammamet, Tunisie
Conference papers hal-01245133v1
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Noise Tolerant Descriptor for Texture Classification

Thanh Phuong Nguyen , Antoine Manzanera
International Conference on Image Processing Theory, Tools and Applications IPTA'15, Nov 2015, Orléans, France
Conference papers hal-01245115v1
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Representing activities with layers of velocity statistics for multiple human action recognition in surveillance applications

Fabio Martínez , Antoine Manzanera , Eduardo Romero
IS&T/SPIE Electronic Imaging, Feb 2014, San Francisco, United States
Conference papers hal-01118287v1
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Video++, a Modern Image and Video Processing C++ Framework

Matthieu Garrigues , Antoine Manzanera
Conference on Design & Architectures for Signal & Image Processing, Oct 2014, Madrid, Spain
Conference papers hal-01118295v1
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Incorporating two first order moments into LBP-based operator for texture categorization

Thanh Phuong Nguyen , Antoine Manzanera
ACCV Workshop: Robust local descriptors for computer vision, Nov 2014, Singapour, Singapore
Conference papers hal-01118284v1
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Impact of topology-related attributes from Local Binary Patterns on texture classification

Thanh Phuong Nguyen , Antoine Manzanera , Walter G. Kropatsch
ECCV Workshop on Computer Vision with Local Binary Patterns Variants, Sep 2014, Zürich, Switzerland
Conference papers hal-01118009v1
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Revisiting LBP-Based Texture Models for Human Action Recognition

Thanh Phuong Nguyen , Antoine Manzanera , Ngoc-Son Vu , Matthieu Garrigues
Iberoamerican Congress on Pattern Recognition (CIARP), Nov 2013, La Havane, Cuba. pp.286 - 293, ⟨10.1007/978-3-642-41827-3_36⟩
Conference papers hal-01118271v1
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Motion Trend Patterns for Action Modelling and Recognition

Thanh Phuong Nguyen , Antoine Manzanera , Matthieu Garrigues
Computer Analysis of Images and Patterns (CAIP), Aug 2013, York, United Kingdom. pp.360 - 367, ⟨10.1007/978-3-642-40261-6_43⟩
Conference papers hal-01118278v1
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Action recognition using bag of features extracted from a beam of trajectories

Thanh Phuong Nguyen , Antoine Manzanera
IEEE International Conference on Image Processing (ICIP), Sep 2013, melbourne, Australia. pp.4354 - 4357, ⟨10.1109/ICIP.2013.6738897⟩
Conference papers hal-01118263v1
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Analysing the hovering flight of the hummingbird using statistics of the optical flow field

Fabio Martinez , Antoine Manzanera , Eduardo Romero
ICPR workshop on Visual observation and analysis of animal and insect behavior, Nov 2012, Tsukuba, Japan
Conference papers hal-01119646v1
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Exact and Approximate Median Splitting on Distributed Memory Machines

Matthieu Garrigues , Antoine Manzanera
PDPTA, 2012, Las Vegas, United States
Conference papers hal-01118331v1
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Dense Hough transforms on gray level images using multi-scale derivatives

Antoine Manzanera
SIXIEME WORKSHOP AMINA 2012 "Applications Médicales de l'Informatique : Nouvelles Approches", Dec 2012, Mahdia, Tunisia
Conference papers hal-01119654v1
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Detection of floating mines in infrared sequences by multiscale geometric filtering

Dominique Florins , Antoine Manzanera
SPIE Conference in Defence Security and Sensing: Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XVII, Apr 2012, Baltimore, United States. ⟨10.1117/12.918420⟩
Conference papers hal-01119659v1
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Real Time Semi-dense Point Tracking

Matthieu Garrigues , Antoine Manzanera
ICIAR, 2012, Aveiro, Portugal. pp.245 - 252, ⟨10.1007/978-3-642-31295-3_29⟩
Conference papers hal-01118324v1
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A Motion Descriptor Based on Statistics of Optical Flow Orientations for Action Classification in Video-Surveillance

Fabio Martínez , Antoine Manzanera , Eduardo Romero
Int. Conf. on Multimedia and Signal Processing (CMSP'12), Dec 2012, Shanghai, China. pp.267 - 274, ⟨10.1007/978-3-642-35286-7_34⟩
Conference papers hal-01119640v1
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Characterization of motion cardiac patterns in magnetic resonance cine

Fabio Martínez , Antoine Manzanera , Cristina Santa Marta , Eduardo Romero
IEEE International Conference on Image Information Processing, Nov 2011, Shimla, India. pp.1 - 5, ⟨10.1109/ICIIP.2011.6108837⟩
Conference papers hal-01119674v1
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Local Jet Feature Space Framework for Image Processing and Representation

Antoine Manzanera
The 7th International Conference on SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS, Nov 2011, Dijon, France. ⟨10.1109/SITIS.2011.49⟩
Conference papers hal-01119682v1
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Extracción y Seguimiento de los Miembros Inferiores sin Marcadores

Lorenza Henao , Antoine Manzanera , Eduardo Romero
International Seminar on Medical Image Processing and Analysis, Dec 2010, Bogotá, Colombia
Conference papers hal-01130876v1
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Classification of Traversable Surfaces for Navigation Combining Multiple Cues Toward a Visual-Based Learning System

Toby Low , Antoine Manzanera
International Conference on Control, Automation, Robotics and Vision, (ICARCV), Dec 2010, Singapour, Singapore
Conference papers hal-01130908v1
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Local Jet Based Similarity for NL-Means Filtering

Antoine Manzanera
International Conference on Pattern Recognition (ICPR), Aug 2010, Istamboul, Turkey. ⟨10.1109/ICPR.2010.654⟩
Conference papers hal-01130884v1
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Image Characterization from Statistical Reduction of Local Patterns

Philippe Guermeur , Antoine Manzanera
Iberoamerican Congress on Pattern Recognition, Nov 2009, Guadalajara, Mexico
Conference papers hal-01130930v1
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Motion detection: Fast and robust algorithms for embedded systems

Lionel Lacassagne , Antoine Manzanera , Antoine Dupret
International Conference on Image Processing (ICIP), Nov 2009, Le Caire, Egypt. ⟨10.1109/ICIP.2009.5413946⟩
Conference papers hal-01130889v1
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Non photorealistic simulation of video sequences for an accurate evaluation of tracking algorithms on complex scenes

Christine Dubreu , Antoine Manzanera , Eric Bohain
Proceedings of SPIE - Acquisition, Tracking, Pointing, and Laser Systems Technologies XXII, May 2008, Orlando, United States. ⟨10.1117/12.784262⟩
Conference papers hal-01222640v1
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Evolving Vision Controllers with a Two-Phase Genetic Programming System Using Imitation

Renaud Barate , Antoine Manzanera
10th International Conference on the Simulation of Adaptive Behavior (SAB'08), Jul 2008, Osaka, Japan. ⟨10.1007/978-3-540-69134-1_8⟩
Conference papers hal-01222604v1

FPGA lab sessions in a general-purpose image processing course

Philippe Guermeur , Petr Dokládal , Eva Dokladalova , Antoine Manzanera
2nd International Workshop on Reconfigurable Computing Education, 2007, France. 10pp
Conference papers hal-00622533v1
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Mécanismes d'Attention Visuelle sur Rétine Programmable

Taha Ridene , Antoine Manzanera
Traitement et Analyse de l'Information : Méthodes et Applications (TAIMA'07), May 2007, Hammamet, Tunisia
Conference papers hal-01222659v1
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Comprehensive evaluation of tracking systems by non-photorealistic simulation

Christine Dubreu , Antoine Manzanera , Eric Bohain
Proceedings of SPIE - Acquisition, Tracking, Pointing, and Laser Systems Technologies XXI, May 2007, Orlando, United States. ⟨10.1117/12.720821⟩
Conference papers hal-01222654v1
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Ultra Fast Grey Scale Face Detection Using Vector SIMD Programming

Olivier Vermeulen , Antoine Manzanera , Lionel Lacassagne
3rd International Conference on Signal-Image Technology and Internet-based Systems (SITIS'07), Dec 2007, Shanghai, China. ⟨10.1109/SITIS.2007.142⟩
Conference papers hal-01222664v1
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Automatic Design of Vision-Based Obstacle Avoidance Controllers Using Genetic Programming

Renaud Barate , Antoine Manzanera
8th International Conference on Artificial Evolution (EA'07), Oct 2007, Tours, France. ⟨10.1007/978-3-540-79305-2_3⟩
Conference papers hal-01222652v1
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A robust and computationally efficient motion detection algorithm based on sigma-delta background estimation

Antoine Manzanera , Julien Richefeu
Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP'04), Dec 2004, Kolkata, India
Conference papers hal-01222695v1
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A NEW HYBRID DIFFERENTIAL FILTER FOR MOTION DETECTION

Julien Richefeu , Antoine Manzanera
International Conference on Computer Vision and Graphics (ICCVG'04), Sep 2004, Varsovie, Poland. ⟨10.1007/1-4020-4179-9_105⟩
Conference papers hal-01222690v1
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A MORPHOLOGICAL DOMINANT POINTS DETECTION AND ITS CELLULAR IMPLEMENTATION

Julien Richefeu , Antoine Manzanera
International Symposium on Signal Processing and its Applications (ISSPA'03), Jul 2003, Paris, France. ⟨10.1109/ISSPA.2003.1224845⟩
Conference papers hal-01222697v1
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Metrical properties of a collection of 2D parallel thinning algorithms

Antoine Manzanera , Thierry Bernard
International Workshop on Combinatorial Image Analysis (IWCIA'03), May 2003, Palerme, Italy. ⟨10.1016/S1571-0653(04)00491-3⟩
Conference papers hal-01222698v1
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Morphological segmentation on the programmable retina: towards mixed synchronous/asynchronous algorithms.

Antoine Manzanera
6th International Symposium on Mathematical Morphology (ISMM'02), Apr 2002, Sydney, Australia
Conference papers hal-01222701v1

Markovian modeling on programmable retina

Antoine Manzanera , Francoise Preteux , T. Bernard
Conference on Contrôle Quality by Artificial Vision (QCAV'01), May 2001, Le Creusot, France. pp.232-237
Conference papers hal-00271830v1
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Improved low complexity fully parallel thinning algorithm

Thierry Bernard , Antoine Manzanera
International Conference on Image Analysis and Processing (ICIAP'99), Sep 1999, Venise, Italy. pp.215 - 220, ⟨10.1109/ICIAP.1999.797597⟩
Conference papers hal-01245400v1
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Medial faces from a concise 3D thinning algorithm

Antoine Manzanera , Thierry Bernard , Françoise Prêteux , Bernard Longuet
International Conference on Computer Vision, Sep 1999, Corfou, Greece. ⟨10.1109/ICCV.1999.791239⟩
Conference papers hal-01245449v1
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Unified mathematical framework for a compact and fully parallel n-D skeletonization procedure

Antoine Manzanera , Thierry Bernard , Françoise Prêteux , Bernard Longuet
Vision Geometry, Jul 1999, Denver, United States. ⟨10.1117/12.364113⟩
Conference papers hal-01245457v1

DroMOOC

Sylvain Bertrand , Julien Marzat , Cristina Stoica Maniu , Maria Makarov , David Filliat et al.
4ème Journée Initiatives Pédagogiques de l’Université Paris-Saclay, Nov 2018, Gif-sur-Yvette, France
Conference poster hal-02275303v1
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Hyperparameter Optimization of Deep Learning Models for EEG-Based Vigilance Detection

Souhir Khessiba , Ahmed Ghazi Blaiech , Antoine Manzanera , Khaled Ben Khalifa , Asma Ben Abdallah et al.
Advances in Computational Collective Intelligence, 1653, Springer International Publishing, pp.200-210, 2022, Communications in Computer and Information Science, ⟨10.1007/978-3-031-16210-7_16⟩
Book sections hal-03835830v1
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Automatic Analysis of Microscopic Images in Hematological Cytology Applications

Gloria Díaz , Antoine Manzanera
Fabio A. González; Eduardo Romero. Biomedical Image Analysis and Machine Learning Technologies: Applications and Techniques, 2009, 978-1605669564. ⟨10.4018/978-1-60566-956-4.ch008⟩
Book sections hal-01131027v1
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En mouvement, du modèle à la puce : Pour des systèmes de vision polyvalents et performants.

Antoine Manzanera
Vision par ordinateur et reconnaissance de formes [cs.CV]. Université Pierre et Marie Curie (Paris 6), 2012
Habilitation à diriger des recherches tel-01119665v1