Antoine Manzanera

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 &quot;Signal et Image&quot; (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

Article dans une revue (26)

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
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
A multimodal gait and ocular geometric representation to generate a Parkinson progression report John Archila,Ivan Peña,Luis Celis,Juan Olmos,Antoine Manzaneraet al. Engineering Applications of Artificial Intelligence, 2025, 160, pp.111834. ⟨10.1016/j.engappai.2025.111834⟩ Article dans une revue hal-05430133v1
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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

Communication dans un congrès (73)

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
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
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 Khalifaet al. 21th International ACS/IEEE International Conference on Computer Systems and Applications AICCSA 2024, Oct 2024, Sousse, Tunisia Communication dans un congrès hal-04879432v1
Estimating Polyp Size From a Single Colonoscopy Image Using a Shape-From-Shading Model Josué Ruano,Diego Bravo,Diana Giraldo,Martín Gómez,Fabio Gonzálezet 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
InfraParis: A multi-modal and multi-task autonomous driving dataset Gianni Franchi,Marwane Hariat,Xuanlong Yu,Nacim Belkhir,Antoine Manzaneraet 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
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
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
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
Improving Knee Osteoarthritis Classification with Markerless Pose Estimation and STGCN Model Souhir Khessiba,Ahmed Ghazi Blaiech,Asma Ben Abdallah,Rim Grassa,Antoine Manzaneraet al. International Workshop on Multimedia Signal Processing (IEEE MMSP 2023), Sep 2023, Poitiers, France Communication dans un congrès hal-04336153v1
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
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
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 Brousseauet al. Ocean Sciences Meeting, 2020, San Diego, United States Communication dans un congrès hal-04026430v1
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 Maniuet 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
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
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
DroMOOC: a Massive Open Online Course on Drones and Aerial Multi Robot Systems Sylvain Bertrand,Julien Marzat,Cristina Stoica Maniu,Maria Makarov,David Filliatet 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
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
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
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
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
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
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 Pflugfelderet al. ICCV 2017 : International Conference on Computer Vision Workshops, Oct 2017, Venice, Italy. pp.1949 - 1972 Communication dans un congrès hal-01691097v1
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Détection de mouvement par capteur intelligent Julien Richefeu,Antoine Manzanera ORASIS'05, May 2005, Clermont-Ferrand, France Communication dans un congrès hal-01222687v1
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
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
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
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
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
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
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
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
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

Poster de conférence (1)

DroMOOC Sylvain Bertrand,Julien Marzat,Cristina Stoica Maniu,Maria Makarov,David Filliatet al. 4ème Journée Initiatives Pédagogiques de l’Université Paris-Saclay, Nov 2018, Gif-sur-Yvette, France Poster de conférence hal-02275303v1

Chapitre d'ouvrage (2)

Hyperparameter Optimization of Deep Learning Models for EEG-Based Vigilance Detection Souhir Khessiba,Ahmed Ghazi Blaiech,Antoine Manzanera,Khaled Ben Khalifa,Asma Ben Abdallahet 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
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

Pré-publication, Document de travail (2)

A Study of Deep Perceptual Metrics for Image Quality Assessment Rémi Kazmierczak,Gianni Franchi,Nacim Belkhir,Antoine Manzanera,David Filliat 2024 Pré-publication, Document de travail hal-04605516v1
Does it work outside this benchmark? Introducing the Rigid Depth Constructor tool, depth validation dataset construction in rigid scenes for the masses. Clément Pinard,Antoine Manzanera 2021 Pré-publication, Document de travail hal-03184946v1

Rapport (3)

OBJECT MODELLING, DETECTION AND LOCALISATION IN MOBILE VIDEO: A STATE-OF-THE-ART Antoine Manzanera [Research Report] ENSTA ParisTech; ITEA2. 2011 Rapport (rapport de recherche) hal-01119691v1
Image representation and processing through multiscale local jet features Antoine Manzanera [Research Report] ENSTA ParisTech. 2010 Rapport (rapport de recherche) hal-01130881v1
MB: a coherent collection of 2D parallel thinning algorithms Antoine Manzanera,Thierry Bernard [Research Report] ENSTA ParisTech. 2002 Rapport (rapport de recherche) hal-01222700v1

HDR (1)

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