Antoine Manzanera

108
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

71
11
10
3
3
3
1
1
1
1
1
1
1
6
5
5
4
4
4
4
3
3
3
3
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
10
9
8
8
6
5
5
5
4
4
4
4
3
3
3
3
3
3
3
3
3
3
3
3
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1

Publications

Deposit thumbnail

Foundation models and Transformers for anomaly detection: A survey

Mouin Ben Ammar , Arturo Mendoza , Nacim Belkhir , Antoine Manzanera , Gianni Franchi

Information Fusion, 2026, 126, pp.103517. ⟨10.1016/j.inffus.2025.103517⟩

Article dans une revue hal-05430153v1
Deposit thumbnail

Learning a geometric deep representation to classify Parkinson smooth pursuit patterns

Luis Fernando Celis , Juan Olmos , Antoine Manzanera , Fabio Martínez

Pattern Analysis and Applications, 2025, 28 (3), pp.153. ⟨10.1007/s10044-025-01514-w⟩

Article dans une revue hal-05430038v1
Deposit thumbnail

A multimodal gait and ocular geometric representation to generate a Parkinson progression report

John Archila , Ivan Peña , Luis Celis , Juan Olmos , Antoine Manzanera et al.

Engineering Applications of Artificial Intelligence, 2025, 160, pp.111834. ⟨10.1016/j.engappai.2025.111834⟩

Article dans une revue hal-05430133v1
Deposit thumbnail

Geometric Multimodal Learning to Support Prostate Cancer Diagnosis on Limited and multi-centric Bi-Parametric MRI Data

Juan Olmos , Antoine Manzanera , Fabio Martínez

Neural Computing and Applications, 2025, 37 (25), pp.21173-21192. ⟨10.1007/s00521-025-11413-0⟩

Article dans une revue hal-05430021v1
Deposit thumbnail

Real-time visual pose estimation: from BOP objects to custom drone — A journey

Thomas Rey , Julien Moras , Alexandre Eudes , Antoine Manzanera

Mechatronics, 2025, 109, pp.103339. ⟨10.1016/j.mechatronics.2025.103339⟩

Article dans une revue hal-05096725v1
Deposit thumbnail

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-04879290v1
Deposit thumbnail

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-04879317v1
Deposit thumbnail

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-04336120v1
Deposit thumbnail

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-04089978v1
Deposit thumbnail

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-03554254v1
Deposit thumbnail

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-03554297v1
Deposit thumbnail

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-03204019v1
Deposit thumbnail

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-03431533v1
Deposit thumbnail

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-01671878v1
Deposit thumbnail

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-01451134v1
Deposit thumbnail

Statistical binary patterns for rotational invariant texture classification

Thanh Phuong Nguyen , Ngoc-Son Vu , Antoine Manzanera

Neurocomputing, 2016, ⟨10.1016/j.neucom.2015.09.029⟩

Article dans une revue hal-01245103v1
Deposit thumbnail

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-01671874v1
Deposit thumbnail

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-01451126v1
Deposit thumbnail

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-01245094v1
Deposit thumbnail

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-01245084v1
Deposit thumbnail

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-00868920v1
Deposit thumbnail

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-01118257v1
Deposit thumbnail

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-01131002v1
Deposit thumbnail

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-01130998v1
Deposit thumbnail

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-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

Article dans une revue hal-00272189v1

Double Descent Meets Out-of-Distribution Detection: Theoretical Insights and Empirical Analysis on the role of model complexity

Mouïn Ben Ammar , David Brellmann , Arturo Mendoza , Antoine Manzanera , Gianni Franchi

NeurIPS, Dec 2025, San Diego (CA), United States. ⟨10.48550/arXiv.2411.02184⟩

Communication dans un congrès hal-05434579v1
Deposit thumbnail

Improved monocular depth prediction using distance transform over pre-semantic contours with self-supervised neural networks

Marwane Hariat , Antoine Manzanera , David Filliat

2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2025, Nashville, France. pp.21868-21879, ⟨10.1109/CVPR52734.2025.02037⟩

Communication dans un congrès hal-05430193v1
Deposit thumbnail

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-04879377v1
Deposit thumbnail

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-04480548v1
Deposit thumbnail

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-04879432v1

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-04321062v1
Deposit thumbnail

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-04879338v1
Deposit thumbnail

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-04336153v1
Deposit thumbnail

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-03964607v1
Deposit thumbnail

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-03833773v1
Deposit thumbnail

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-03012909v1
Deposit thumbnail

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-03833745v1

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-04026430v1
Deposit thumbnail

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-02275086v1
Deposit thumbnail

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-02482478v1
Deposit thumbnail

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-01995833v1
Deposit thumbnail

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-01907122v1
Deposit thumbnail

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-01993675v1
Deposit thumbnail

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-01671890v1
Deposit thumbnail

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-01603010v1
Deposit thumbnail

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-01587652v1
Deposit thumbnail

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-01587658v1
Deposit thumbnail

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-01671906v1

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-01691097v1
Deposit thumbnail

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-01671916v1
Deposit thumbnail

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-01451154v1
Deposit thumbnail

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-01451140v1
Deposit thumbnail

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-01245118v1
Deposit thumbnail

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. pp.293-303, ⟨10.1007/978-3-319-27863-6_27⟩

Communication dans un congrès hal-01245123v1
Deposit thumbnail

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-01245115v1

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-01245133v1
Deposit thumbnail

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-01118295v1
Deposit thumbnail

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-01118287v1
Deposit thumbnail

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-01118284v1
Deposit thumbnail

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-01118009v1
Deposit thumbnail

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-01118278v1
Deposit thumbnail

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-01118271v1
Deposit thumbnail

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-01118263v1
Deposit thumbnail

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-01119654v1
Deposit thumbnail

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-01119659v1
Deposit thumbnail

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-01119646v1
Deposit thumbnail

Exact and Approximate Median Splitting on Distributed Memory Machines

Matthieu Garrigues , Antoine Manzanera

PDPTA, 2012, Las Vegas, United States

Communication dans un congrès hal-01118331v1
Deposit thumbnail

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-01118324v1
Deposit thumbnail

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-01119640v1
Deposit thumbnail

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-01119682v1
Deposit thumbnail

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-01119674v1
Deposit thumbnail

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-01130884v1
Deposit thumbnail

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-01130908v1
Deposit thumbnail

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-01130876v1
Deposit thumbnail

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-01130889v1
Deposit thumbnail

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-01130930v1
Deposit thumbnail

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-01222640v1
Deposit thumbnail

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-01222613v1
Deposit thumbnail

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-01222604v1
Deposit thumbnail

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-01222632v1
Deposit thumbnail

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-01222659v1
Deposit thumbnail

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-01222660v1
Deposit thumbnail

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-01222652v1

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-00622533v1
Deposit thumbnail

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-01222664v1
Deposit thumbnail

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-01222654v1
Deposit thumbnail

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-01222683v1
Deposit thumbnail

Détection de mouvement par capteur intelligent

Julien Richefeu , Antoine Manzanera

ORASIS'05, May 2005, Clermont-Ferrand, France

Communication dans un congrès hal-01222687v1
Deposit thumbnail

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-01222695v1
Deposit thumbnail

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-01222690v1
Deposit thumbnail

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-01222698v1
Deposit thumbnail

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-01222697v1
Deposit thumbnail

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-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

Communication dans un congrès hal-00271830v1
Deposit thumbnail

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-01245457v1
Deposit thumbnail

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-01245400v1
Deposit thumbnail

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-01245449v1
Deposit thumbnail

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-01245393v1

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-02275303v1
Deposit thumbnail

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-03835830v1
Deposit thumbnail

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-01131027v1
Deposit thumbnail

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-01119665v1