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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
|
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InfraParis: A multi-modal and multi-task autonomous driving dataset
Gianni Franchi
,
Marwane Hariat
,
Xuanlong Yu
,
Nacim Belkhir
,
Antoine Manzanera
et al.
Communication dans un congrès
hal-04321062
v1
|
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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.
Communication dans un congrès
hal-04879338
v1
|
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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
|
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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
|
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An Oculomotor Digital Parkinson Biomarker From a Deep Riemannian Representation
Juan Andrés Olmos
,
Antoine Manzanera
,
Fabio Martinez Carrillo
ICPRAI 2022 - 3rd International Conference on Pattern Recognition and Artificial Intelligence, Jun 2022, Paris, France. ⟨10.1007/978-3-031-09037-0_55⟩
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
|
|
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
|
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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.
Communication dans un congrès
hal-02275086
v1
|
|
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
|
|
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.
Communication dans un congrès
hal-01907122
v1
|
|
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
|
|
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
|
|
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
|
|
Dual field combination for unmanned video surveillance
Louise Sarrabezolles
,
Antoine Manzanera
,
Nicolas Hueber
,
Maxime Perrot
,
Pierre Raymond
Communication dans un congrès
hal-01603010
v1
|
|
End-to-end depth from motion with stabilized monocular videos
Clément Pinard
,
Laure Chevalley
,
Antoine Manzanera
,
David Filliat
Communication dans un congrès
hal-01587652
v1
|
|
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
|
|
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
|
|
Action-centric Polar Representation of Motion Trajectories for Online Action Recognition
Fabio Martínez
,
Antoine Manzanera
,
Michèle Gouiffes
,
Thanh Phuong Nguyen
Communication dans un congrès
hal-01671916
v1
|
|
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
|
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Fast growing hough forest as a stable model for object detection
Antoine Tran
,
Antoine Manzanera
The sixth International Conference on Image Processing Theory, Tools and Applications (IPTA'16), 2016, Oulu, Finland. pp.1 - 6, ⟨10.1109/IPTA.2016.7820960⟩
Communication dans un congrès
hal-01451140
v1
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
Action recognition using bag of features extracted from a beam of trajectories
Thanh Phuong Nguyen
,
Antoine Manzanera
Communication dans un congrès
hal-01118263
v1
|
|
Revisiting LBP-Based Texture Models for Human Action Recognition
Thanh Phuong Nguyen
,
Antoine Manzanera
,
Ngoc-Son Vu
,
Matthieu Garrigues
Communication dans un congrès
hal-01118271
v1
|
|
Motion Trend Patterns for Action Modelling and Recognition
Thanh Phuong Nguyen
,
Antoine Manzanera
,
Matthieu Garrigues
Communication dans un congrès
hal-01118278
v1
|
|
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
|
|
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
|
|
Real Time Semi-dense Point Tracking
Matthieu Garrigues
,
Antoine Manzanera
Communication dans un congrès
hal-01118324
v1
|
|
A Motion Descriptor Based on Statistics of Optical Flow Orientations for Action Classification in Video-Surveillance
Fabio Martínez
,
Antoine Manzanera
,
Eduardo Romero
Communication dans un congrès
hal-01119640
v1
|
|
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
|
|
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
|
|
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
|
|
Characterization of motion cardiac patterns in magnetic resonance cine
Fabio Martínez
,
Antoine Manzanera
,
Cristina Santa Marta
,
Eduardo Romero
Communication dans un congrès
hal-01119674
v1
|
|
Local Jet Based Similarity for NL-Means Filtering
Antoine Manzanera
Communication dans un congrès
hal-01130884
v1
|
|
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
|
|
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
|
|
Motion detection: Fast and robust algorithms for embedded systems
Lionel Lacassagne
,
Antoine Manzanera
,
Antoine Dupret
Communication dans un congrès
hal-01130889
v1
|
|
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
|
|
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
|
|
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
|
|
Evolving Vision Controllers with a Two-Phase Genetic Programming System Using Imitation
Renaud Barate
,
Antoine Manzanera
Communication dans un congrès
hal-01222604
v1
|
|
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
|
|
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
|
|
Automatic Design of Vision-Based Obstacle Avoidance Controllers Using Genetic Programming
Renaud Barate
,
Antoine Manzanera
Communication dans un congrès
hal-01222652
v1
|
|
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
|
|
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
|
|
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
|
|
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
|
|
Détection de mouvement par capteur intelligent
Julien Richefeu
,
Antoine Manzanera
ORASIS'05, May 2005, Clermont-Ferrand, France
Communication dans un congrès
hal-01222687
v1
|
|
A NEW HYBRID DIFFERENTIAL FILTER FOR MOTION DETECTION
Julien Richefeu
,
Antoine Manzanera
Communication dans un congrès
hal-01222690
v1
|
|
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
|
|
Metrical properties of a collection of 2D parallel thinning algorithms
Antoine Manzanera
,
Thierry Bernard
Communication dans un congrès
hal-01222698
v1
|
|
A MORPHOLOGICAL DOMINANT POINTS DETECTION AND ITS CELLULAR IMPLEMENTATION
Julien Richefeu
,
Antoine Manzanera
Communication dans un congrès
hal-01222697
v1
|
|
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
|
|
Unified mathematical framework for a compact and fully parallel n-D skeletonization procedure
Antoine Manzanera
,
Thierry Bernard
,
Françoise Prêteux
,
Bernard Longuet
Communication dans un congrès
hal-01245457
v1
|
|
Ultra-Fast Skeleton Based on an Isotropic Fully Parallel Algorithm
Antoine Manzanera
,
Thierry Bernard
,
Françoise Prêteux
,
Bernard Longuet
Communication dans un congrès
hal-01245393
v1
|
|
Medial faces from a concise 3D thinning algorithm
Antoine Manzanera
,
Thierry Bernard
,
Françoise Prêteux
,
Bernard Longuet
Communication dans un congrès
hal-01245449
v1
|
|
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
|