Antoine Manzanera

101
Documents

Présentation

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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Publications

Image document

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

Josué Ruano , Martín Gómez , Eduardo Romero , Antoine Manzanera
Computerized Medical Imaging and Graphics, 2024, 115, pp.102390. ⟨10.1016/j.compmedimag.2024.102390⟩
Article dans une revue hal-04879290 v1
Image document

A Riemannian multimodal representation to classify parkinsonism-related patterns from noninvasive observations of gait and eye movements

John Archila , Antoine Manzanera , Fabio Martínez
Biomedical Engineering Letters, 2024, 15 (1), pp.81-93. ⟨10.1007/s13534-024-00420-0⟩
Article dans une revue hal-04879317 v1
Image document

Does it work outside this benchmark? Introducing the rigid depth constructor tool

Clément Pinard , Antoine Manzanera
Multimedia Tools and Applications, 2023, ⟨10.1007/s11042-023-14743-0⟩
Article dans une revue hal-04089978 v1
Image document

Riemannian SPD learning to represent and characterize fixational oculomotor Parkinsonian abnormalities

Juan Olmos , Antoine Manzanera , Fabio Martínez
Pattern Recognition Letters, 2023, ⟨10.1016/j.patrec.2023.09.012⟩
Article dans une revue hal-04336120 v1
Image document

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⟩
Article dans une revue hal-03554254 v1
Image document

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⟩
Article dans une revue hal-03554297 v1
Image document

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
Article dans une revue hal-03431533 v1
Image document

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, 18, pp.1867-1880. ⟨10.1007/s11554-020-01057-9⟩
Article dans une revue hal-03204019 v1
Image document

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⟩
Article dans une revue hal-01671878 v1
Image document

Statistical binary patterns for rotational invariant texture classification

Thanh Phuong Nguyen , Ngoc-Son Vu , Antoine Manzanera
Article dans une revue hal-01245103 v1
Image document

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⟩
Article dans une revue hal-01671874 v1
Image document

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⟩
Article dans une revue hal-01451126 v1
Image document

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⟩
Article dans une revue hal-01451134 v1
Image document

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⟩
Article dans une revue hal-01245084 v1
Image document

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⟩
Article dans une revue hal-01245094 v1
Image document

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⟩
Article dans une revue hal-00868920 v1
Image document

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⟩
Article dans une revue hal-01118257 v1
Image document

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⟩
Article dans une revue hal-01131002 v1
Image document

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⟩
Article dans une revue hal-01130998 v1
Image document

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⟩
Article dans une revue hal-01222650 v1

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
Article dans une revue hal-00272189 v1
Image document

A Novel Hybrid Grid Search and Tree Parzen Estimator for Deep Learning Hyperparameters Optimization

Souhir Khessiba , Ahmed Ghazi Blaiech , Asma Ben Abdallah , Antoine Manzanera , Khaled Ben Khalifa et al.
21th International ACS/IEEE International Conference on Computer Systems and Applications AICCSA 2024, Oct 2024, Sousse, Tunisia
Communication dans un congrès hal-04879432 v1

InfraParis: A multi-modal and multi-task autonomous driving dataset

Gianni Franchi , Marwane Hariat , Xuanlong Yu , Nacim Belkhir , Antoine Manzanera et al.
WACV 2024 - IEEE/CVF Winter Conference on Applications of Computer Vision, Jan 2024, Waikoloa, United States. ⟨10.1109/WACV57701.2024.00295⟩
Communication dans un congrès hal-04321062 v1
Image document

Estimating Polyp Size From a Single Colonoscopy Image Using a Shape-From-Shading Model

Josué Ruano , Diego Bravo , Diana Giraldo , Martín Gómez , Fabio González et al.
2024 IEEE International Symposium on Biomedical Imaging (ISBI), May 2024, Athens, France. pp.1-5, ⟨10.1109/ISBI56570.2024.10635358⟩
Communication dans un congrès hal-04879338 v1
Image document

A Mixed audio-video SPD network for online classification of Parkinsonian speech patterns

John Archila , Antoine Manzanera , Fabio Martinez Carrillo
IBERAMIA 2024. 18th Ibero-American Conference on Artificial Intelligence, Nov 2024, Montevideo, Uruguay
Communication dans un congrès hal-04879377 v1
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NECO: NEURAL COLLAPSE BASED OUT-OF-DISTRIBUTION DETECTION

Mouin Ben Ammar , Nacim Belkhir , Sebastien Popescu , Antoine Manzanera , Gianni Franchi
The Twelfth International Conference on Learning Representations, May 2024, Vienne (AUT), France
Communication dans un congrès hal-04480548 v1
Image document

Improving Knee Osteoarthritis Classification with Markerless Pose Estimation and STGCN Model

Souhir Khessiba , Ahmed Ghazi Blaiech , Asma Ben Abdallah , Rim Grassa , Antoine Manzanera et al.
International Workshop on Multimedia Signal Processing (IEEE MMSP 2023), Sep 2023, Poitiers, France
Communication dans un congrès hal-04336153 v1
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Rebalancing gradient to improve self-supervised co-training of depth, odometry and optical flow predictions

Marwane Hariat , Antoine Manzanera , David Filliat
WACV 2023, Jan 2023, Waikoloa (Hawaii), United States. pp.1267-1276
Communication dans un congrès hal-03964607 v1
Image document

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⟩
Communication dans un congrès hal-03833773 v1
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Naturally Constrained Online Expectation Maximization

Daniela Pamplona , Antoine Manzanera
International Conference on Pattern Recognition (ICPR 2020), Jan 2021, Milan, Italy
Communication dans un congrès hal-03012909 v1
Image document

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
Communication dans un congrès hal-03833745 v1

UVP6: a new low power, low cost and deep ocean rated imaging sensor for automatic quantification of particles and plankton from autonomous platforms

Marc Picheral , Emna Abidi , François Berry , Jerome Coindat , Denis Brousseau et al.
Ocean Sciences Meeting, 2020, San Diego, United States
Communication dans un congrès hal-04026430 v1
Image document

Integrating Experimental Data Sets and Simulation Codes for Students into a MOOC on Aerial Robotics

Sylvain Bertrand , Julien Marzat , Guy Le Besnerais , Antoine Manzanera , Cristina Stoica Maniu et al.
12th IFAC Symposium on Advances in Control Education, Jul 2019, Philadelphie, United States. ⟨10.1016/j.ifacol.2019.08.123⟩
Communication dans un congrès hal-02275086 v1
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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
Communication dans un congrès hal-02482478 v1
Image document

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⟩
Communication dans un congrès hal-01907122 v1
Image document

Learning structure-from-motion from motion

Clément Pinard , Laure Chevalley , Antoine Manzanera , David Filliat
ECCV GMDL Workshop, Sep 2018, Munich, Germany
Communication dans un congrès hal-01995833 v1
Image document

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
Communication dans un congrès hal-01993675 v1
Image document

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
Communication dans un congrès hal-01671890 v1
Image document

Dual field combination for unmanned video surveillance

Louise Sarrabezolles , Antoine Manzanera , Nicolas Hueber , Maxime Perrot , Pierre Raymond
SPIE Defense and Commercial Sensing, Apr 2017, Anaheim, United States. ⟨10.1117/12.2262696⟩
Communication dans un congrès hal-01603010 v1
Image document

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⟩
Communication dans un congrès hal-01587652 v1
Image document

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
Communication dans un congrès hal-01587658 v1
Image document

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
Communication dans un congrès hal-01671906 v1

The Visual Object Tracking VOT2017 challenge results

Matej Kristan , Ales Leonardis , Jiri Matas , Michael Felsberg , Roman Pflugfelder et al.
ICCV 2017 : International Conference on Computer Vision Workshops, Oct 2017, Venice, Italy. pp.1949 - 1972
Communication dans un congrès hal-01691097 v1
Image document

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⟩
Communication dans un congrès hal-01671916 v1
Image document

Automatic Bifurcation Detection in Coronary X-Ray Angiographies

Asma Kerkeni , Asma Ben Abdallah , Antoine Manzanera , Ibtihel Nouira , Mohamed Hedi Bedoui
13th International Conference Computer Graphics, Imaging and Visualization (CGIV 2016), 2016, Beni Mellal, Morocco. pp.333 - 338, ⟨10.1109/CGiV.2016.70⟩
Communication dans un congrès hal-01451154 v1
Image document

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⟩
Communication dans un congrès hal-01451140 v1
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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
Communication dans un congrès hal-01245115 v1

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
Communication dans un congrès hal-01245133 v1
Image document

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
Communication dans un congrès hal-01245123 v1
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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
Communication dans un congrès hal-01245118 v1
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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
Communication dans un congrès hal-01118295 v1
Image document

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
Communication dans un congrès hal-01118009 v1
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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
Communication dans un congrès hal-01118284 v1
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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
Communication dans un congrès hal-01118287 v1
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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⟩
Communication dans un congrès hal-01118263 v1
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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⟩
Communication dans un congrès hal-01118271 v1
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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⟩
Communication dans un congrès hal-01118278 v1
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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⟩
Communication dans un congrès hal-01119659 v1
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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
Communication dans un congrès hal-01119654 v1
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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⟩
Communication dans un congrès hal-01118324 v1
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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⟩
Communication dans un congrès hal-01119640 v1
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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
Communication dans un congrès hal-01119646 v1
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Exact and Approximate Median Splitting on Distributed Memory Machines

Matthieu Garrigues , Antoine Manzanera
PDPTA, 2012, Las Vegas, United States
Communication dans un congrès hal-01118331 v1
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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⟩
Communication dans un congrès hal-01119682 v1
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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⟩
Communication dans un congrès hal-01119674 v1
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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⟩
Communication dans un congrès hal-01130884 v1
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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
Communication dans un congrès hal-01130908 v1
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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
Communication dans un congrès hal-01130876 v1
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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⟩
Communication dans un congrès hal-01130889 v1
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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
Communication dans un congrès hal-01130930 v1
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Generalization performance of vision based controllers for mobile robots evolved with genetic programming

Renaud Barate , Antoine Manzanera
Genetic and Evolutionary Computation Conference (GECCO'08), Jul 2008, Atlanta, United States. pp.1331-1332, ⟨10.1145/1389095.1389349⟩
Communication dans un congrès hal-01222613 v1
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Learning Vision Algorithms for Real Mobile Robots with Genetic Programming

Renaud Barate , Antoine Manzanera
ECSIS Symposium on Learning and Adaptive Behaviors for Robotic Systems (LAB-RS'08), Aug 2008, Edinburgh, United Kingdom. ⟨10.1109/LAB-RS.2008.20⟩
Communication dans un congrès hal-01222632 v1
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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⟩
Communication dans un congrès hal-01222604 v1
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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⟩
Communication dans un congrès hal-01222640 v1
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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
Communication dans un congrès hal-01222659 v1
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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⟩
Communication dans un congrès hal-01222652 v1
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Σ-Δ Background Subtraction and the Zipf Law

Antoine Manzanera
Progress in Pattern Recognition, Image Analysis and Applications (CIARP'07), Nov 2007, Viña del Mar-Valparaíso, Chile. ⟨10.1007/978-3-540-76725-1_5⟩
Communication dans un congrès hal-01222660 v1

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
Communication dans un congrès hal-00622533 v1
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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⟩
Communication dans un congrès hal-01222664 v1
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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⟩
Communication dans un congrès hal-01222654 v1
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Smart retina as a contour-based visual interface

Paul Nadrag , Antoine Manzanera , Nicolas Burrus
Distributed Smart Cameras Workshop (DSC'06), Oct 2006, Boulder, United States
Communication dans un congrès hal-01222683 v1
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Détection de mouvement par capteur intelligent

Julien Richefeu , Antoine Manzanera
ORASIS'05, May 2005, Clermont-Ferrand, France
Communication dans un congrès hal-01222687 v1
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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⟩
Communication dans un congrès hal-01222690 v1
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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
Communication dans un congrès hal-01222695 v1
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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⟩
Communication dans un congrès hal-01222698 v1
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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⟩
Communication dans un congrès hal-01222697 v1
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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
Communication dans un congrès hal-01222701 v1

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
Communication dans un congrès hal-00271830 v1
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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⟩
Communication dans un congrès hal-01245457 v1
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Ultra-Fast Skeleton Based on an Isotropic Fully Parallel Algorithm

Antoine Manzanera , Thierry Bernard , Françoise Prêteux , Bernard Longuet
Discrete Geometry for Computer Imagery (DGCI'99), Mar 1999, Marne-la-vallée, France. ⟨10.1007/3-540-49126-0_24⟩
Communication dans un congrès hal-01245393 v1
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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⟩
Communication dans un congrès hal-01245449 v1
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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⟩
Communication dans un congrès hal-01245400 v1

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
Poster de conférence hal-02275303 v1
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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⟩
Chapitre d'ouvrage hal-03835830 v1
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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⟩
Chapitre d'ouvrage hal-01131027 v1
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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
HDR tel-01119665 v1