| Gianni
Franchi, Marwane Hariat, Xuanlong Yu, Nacim Belkhir,
Antoine Manzanera, & David Filliat |
InfraParis:
A multi-modal and multi-task autonomous driving dataset.
IEEE/CVF Winter Conference on Applications of Computer
Vision (WACV 2024). Waikoloa, Hawaii.
January 2024. |
2024 |
  |
| Josué Ruano,
Diego Bravo, Diana Giraldo, Martín Gómez, Fabio A.
González, Antoine Manzanera, & Eduardo Romero |
Estimating
Polyp Size From a Single Colonoscopy Image Using a
Shape-From-Shading Model. IEEE International
Symposium on Biomedical Imaging (ISBI). 2024,
pp.1-5. |
2024 |
|
| Mouin Ben
Ammar, Nacim Belkhir, Sebastien Popescu, Antoine
Manzanera, & Gianni Franchi |
NECO:
Neural Collapse based Out-of-Distribution Detection. The
12th International Conference on Learning
Representations (ICLR). Wien, May 2024. |
2024 |
|
| John Archila,
Antoine Manzanera, & Fabio Martínez |
A
Mixed audio-video SPD network for online classification
of Parkinsonian speech patterns. 18th
Ibero-American Conference on Artificial Intelligence
(IBERAMIA). Montevideo, Uruguay. Nov. 2024. |
2024 |
|
| Souhir
Khessiba, Ahmed Ghazi Blaiech, Asma Ben Abdallah, Antoine
Manzanera, Khaled Ben Khalifa, & Mohamed Hédi Bédoui |
A
Novel Hybrid Grid Search and Tree Parzen Estimator for
Deep Learning Hyperparameters Optimization. 21th
International ACS/IEEE International Conference on
Computer Systems and Applications (AICCSA) Sousse,
Tunisia. Oct. 2024 |
2024 |
|
| Souhir
Khessiba, Ahmed Ghazi Blaiech, Asma Ben Abdallah, Rim
Grassa, Antoine Manzanera & Mohamed Hedi Bedoui |
Improving
Knee Osteoarthritis Classification with Markerless Pose
Estimation and STGCN Model. International
Workshop on Multimedia Signal Processing (IEEE MMSP
2023). Poitiers, September |
2023 |
|
| Marwane
Hariat, Antoine Manzanera, & David Filliat |
Rebalancing
gradient to improve self-supervised co-training of
depth, odometry and optical flow predictions. IEEE/CVF
Winter Conference on Applications of Computer Vision
(WACV 2023). Waikoloa, Hawaii. January |
2023 |
|
| Juan Olmos,
Antoine Manzanera, & Fabio Martínez |
An
Oculomotor Digital Parkinson Biomarker From a Deep
Riemannian Representation (best paper award - 2nd
prize). 3rd International Conference on Pattern
Recognition and Artificial Intelligence (ICPRAI 2022).
Paris, France. June |
2022 |
|
| Souhir
Khessiba, Ahmed Ghazi Blaiech, Antoine Manzanera, Khaled
Ben Khalifa, Asma Ben Abdallah, & Mohamed Hédi Bedoui |
Hyperparameter
Optimization of Deep Learning Models for EEG-Based
Vigilance Detection. 14th International
Conference on Computational Collective Intelligence
(ICCCI 2022). Hammamet, Tunisia. September |
2022 |
|
| John
Archila, Antoine Manzanera & Fabio Martínez Carrillo |
A recurrent approach for predicting Parkinson stage
from multimodal videos. (Best student paper award)
17th International Symposium on Medical Information
Processing and Analysis (SIPAIM), Campinas,
Brazil, 2021.
|
2021 |
|
| Daniela
Pamplona & Antoine Manzanera |
Naturally Constrained Online Expectation Maximization.
International Conference on Pattern Recognition
(ICPR 2020). 2020.
|
2020 |
|
| Marc
Picheral et al |
UVP6: a new low power, low cost and deep ocean rated
imaging sensor for automatic quantification of particles
and plankton from autonomous platforms. Ocean
Sciences Meeting 2020 - IS31A: Advancing Technologies for
the Future of Deep-Ocean Exploration. San Diego, CA.
February 2020.
|
2020 |
|
| Lucas
Correia Ribas, Antoine Manzanera, & Odemir Martinez
Bruno |
A Fractal-Based Approach to Network Characterization
Applied to Texture Analysis. August pp. 129-140. |
2019 |
|
| Sylvain
Bertrand, Julien Marzat, Guy Le Besnerais, Antoine
Manzanera, Cristina Stoica Maniu, & Maria Makarov |
Integrating Experimental Data Sets and Simulation Codes
for Students into a MOOC on Aerial Robotics. IFAC
Advances in Control Education (ACE) Symposium. July |
2019 |
|
| Clément
Pinard, Laure Chevalley, Antoine Manzanera, & David
Filliat |
Learning structure-from-motion from motion. ECCV
GMDL Workshop. Munich, Germany. September |
2018 |
|
| Louise
Sarrabezolles, Antoine Manzanera, & Nicolas Hueber |
Bio-inspired Perception Sensor (BIPS) Concept Analysis
for Embedded Applications. The 23rd
Iberoamerican Congress on Pattern Recognition (CIARP
2018). Madrid, Spain. November |
2018 |
|
| Sylvain
Bertrand, Julien Marzat, Cristina Stoica Maniu, Maria
Makarov, David Filliat, & Antoine Manzanera |
DroMOOC: A Massive Open Online Course on Drones and
Aerial Multi Robot Systems. 2018 UKACC 12th
International Conference on Control (CONTROL).
September pp. 434-434. |
2018 |
|
| Yannick Wend
Kuni Zoetgnande & Antoine Manzanera |
Efficient Line Tracker in the Parameter Space based on
One-to-one Hough Transform. 13th International
Joint Conference on Computer Vision, Imaging and
Computer Graphics Theory and Applications (VISIGRAPP
2018) - Volume 4: VISAPP. Funchal, Madeira,
Portugal. January pp. 174--180. |
2018 |
|
| Matthieu
Garrigues & Antoine Manzanera |
Fast
Semi Dense Epipolar Flow Estimation. IEEE Winter
Conference on Applications of Computer Vision (WACV).
Santa Rosa, CA. pp. 1--8. |
2017 |
|
| Louise
Sarrabezolles, Antoine Manzanera, Nicolas Hueber, Maxime
Perrot, & Pierre Raymond |
Dual
field combination for unmanned video surveillance. SPIE
Defense and Commercial Sensing, Real-Time Image and
Video Processing. Anaheim, CA. April2017. |
2017 |
|
| Clément
Pinard, Laure Chevalley, Antoine Manzanera, & David
Filliat |
End-to-end
depth from motion with stabilized monocular videos. International
Conference on Unmanned Aerial Vehicles in Geomatics
(UAV-g'17). Bonn, Germany. September2017. pp. 67-74.
|
2017 |
|
| Antoine Tran
& Antoine Manzanera |
Mixing
Hough and Color Histogram Models for Accurate Real-Time
Object Tracking. Computer Analysis of Images and
Patterns (CAIP 2017). Ystad, Sweden. August2017. pp.
43--54. |
2017 |
|
| Clément
Pinard, Laure Chevalley, Antoine Manzanera, & David
Filliat |
Multi
range Real-time depth inference from a monocular
stabilized footage using a Fully Convolutional Neural
Network. European Conference on Mobile Robotics
(ECMR'17). Palaiseau, France. September2017. |
2017 |
|
| Antoine Tran
& Antoine Manzanera |
Fast
growing Hough forest as a stable model for object
detection. Sixth International Conference on
Image Processing Theory, Tools and Applications (IPTA).
Oulu, Finland. pp. 1--6. |
2016 |
|
| Asma Kerkeni,
Asma Benabdallah, Antoine Manzanera, & Mohamed Hédi
Bedoui |
Automatic
Bifurcation Detection in Coronary X-Ray Angiographies. 13th
International Conference on Computer Graphics, Imaging
and Visualization (CGiV). Beni Mellal, Morocco. pp.
333--338. |
2016 |
|
| Fabio
Martinez, Antoine Manzanera, Michèle Gouiffès, & Thanh
Phuong Nguyen |
Action-centric
Polar Representation of Motion Trajectories for Online
Action Recognition. Proceedings of the 11th
Joint Conference on Computer Vision, Imaging and
Computer Graphics Theory and Applications. Roma,
Italy. pp. 442-448. |
2016 |
|
| Antoine Tran
& Antoine Manzanera |
A
versatile object tracking algorithm combining Particle
Filter and Generalised Hough Transform. International
Conference on Image Processing Theory, Tools and
Applications (IPTA'15). Orléans, France. November |
2015 |
|
| Fabio
Martinez Carrillo, Antoine Manzanera, Michèle Gouiffès,
& Annelies Braffort |
A
Gaussian mixture representation of gesture kinematics
for on-line Sign Language video annotation. International
Symposium on Visual Computing (ISVC'15). Las Vegas,
NV. December |
2015 |
|
| Thanh Phuong
Nguyen & Antoine Manzanera |
Noise
Tolerant Descriptor for Texture Classification. International
Conference on Image Processing Theory, Tools and
Applications (IPTA'15). Orléans, France. November |
2015 |
|
| Fabio
Martinez Carrillo, Antoine Manzanera, & Eduardo Romero
Castro |
Representing
activities with layers of velocity statistics for
multiple human action recognition in surveillance
applications. SPIE Electronic Imaging. San
Francisco, Ca. February |
2014 |
|
| Matthieu
Garrigues & Antoine Manzanera |
Video++,
a Modern Image and Video Processing C++ Framework. Conf.
on Design and Architectures for Signal and Image
Processing (DASIP'14). Madrid, Spain. October |
2014 |
|
| Thanh Phuong
Nguyen & Antoine Manzanera |
Incorporating
two first order moments into LBP-based operator for
texture categorization. ACCV Workshop Robust
local descriptors for computer vision (RoLoD).
Singapore. November |
2014 |
|
| Thanh Phuong
Nguyen, Antoine Manzanera, & Walter G. Kropatsch |
Impact
of topology-related attributes from Local Binary
Patterns on texture classification. ECCV
Workshop on Computer Vision with Local Binary Patterns
Variants. Zurich, Switzerland. September |
2014 |
|
| Thanh Phuong
Nguyen & Antoine Manzanera |
Action
Recognition using Bag of Features Extracted from a Beam
of Trajectories. Int. Conf. on Image Processing
(IEEE-ICIP'13). Melbourne, Australia. September |
2013 |
|
| Thanh Phuong
Nguyen, Antoine Manzanera, & Matthieu Garrigues |
Motion
trend patterns for action modelling and recognition. Int.
Conf. on Computer Analysis of Images and Patterns
(CAIP'13). York, Great Britain. August pp. 360-367.
|
2013 |
|
| Thanh Phuong
Nguyen, Antoine Manzanera, Ngoc-Son Vu, & Matthieu
Garrigues |
Revisiting
LBP-based Texture Models for Human Action Recognition. Iberoamerican
Congress on Pattern Recognition (CIARP'13). La
Havana, Cuba. November pp. 286-293. |
2013 |
|
| Antoine
Manzanera |
Dense
Hough transforms on gray level images using multi-scale
derivatives (Invited Conference). The sixth
International Workshop on Medical and Healthcare
applications(AMINA'12). Mahdia, Tunisia. december |
2012 |
|
| Dominique
Florins & Antoine Manzanera |
Detection
of floating mines in infrared sequences by multiscale
geometric filtering. SPIE Conference in Defence
Security and Sensing: Detection and Sensing of Mines,
Explosive Objects, and Obscured Targets XVII.
Baltimore, MD. June |
2012 |
|
| Fabio
Martinez Carrillo, Antoine Manzanera, & Eduardo Romero
Castro |
A
motion descriptor based on statistics of optical flow
orientations for action classification in
video-surveillance. Int. Conf. on Multimedia and
Signal Processing (CMSP'12). Shanghai, China.
december |
2012 |
|
| Fabio
Martinez Carrillo, Antoine Manzanera, & Eduardo Romero
Castro |
Analysing
the hovering flight of the hummingbird using statistics
of the optical flow field. ICPR Workshop on
Visual observation and analysis of animal and insect
behavior (VAIB 2012). Tsukuba, Japan. november |
2012 |
|
| Matthieu
Garrigues & Antoine Manzanera |
Real
Time Semi-dense Point Tracking. Int. Conf. on
Image Analysis and Recognition (ICIAR 2012). Aveiro,
Portugal. june pp. 245-252. |
2012 |
|
| Matthieu
Garrigues & Antoine Manzanera |
Exact
and Approximate Median Splitting on Distributed Memory
Machines. Int. Conf. on Parallel and Distributed
Processing Techniques and Applications (PDPTA 2012).
Las Vegas, NV. july |
2012 |
|
| Antoine
Manzanera |
Local
Jet Feature Space Framework for Image Processing and
Representation. International Conference on
Signal Image Technology and Internet Based Systems
(SITIS'11). Dijon, France. dec. pp. 261-268. |
2011 |
|
| Fabio
Martinez Carrillo, Antoine Manzanera, Cristina Santa
Marta, & Eduardo Romero Castro |
Characterization
of motion cardiac patterns in magnetic resonance cine. International
Conference on Image Information Processing (ICIIP'11).
Himachal Pradesh, India. Nov. pp. 1-5. |
2011 |
|
| Antoine
Manzanera |
Local
Jet Based Similarity for NL-Means Filtering. International
Conference on Pattern Recognition (ICPR'10).
Istambul, Turkey. aug. pp. 2668--2671. |
2010 |
|
| Tobias Low
& Antoine Manzanera |
Ground-Plane
Classification for Robot Navigation. International
Conference on Control, Automation, Robotics and Vision
(ICARCV'10). Singapore. dec. |
2010 |
|
| Lionel
Lacassagne, Antoine Manzanera, & Antoine Dupret |
Motion
Detection: Fast and robust algorithms for embedded
systems. IEEE International Conference on Image
Processing (ICIP'09). Cairo, Egypt. nov. |
2009 |
|
| Philippe
Guermeur & Antoine Manzanera |
Image
Characterization from Statistical Reduction of Local
Patterns. Progress in Pattern Recognition, Image
Analysis and Applications (CIARP'09). Guadalajara,
Mexico. nov. pp. 571--578. |
2009 |
|
| Christine
Dubreu, Antoine Manzanera, & Eric Bohain |
Simulation
of video sequences for an accurate evaluation of
tracking algorithms on complex scenes. Proceedings
of SPIE - Acquisition, Tracking, Pointing, and Laser
Systems Technologies XXII. Orlando - FL, USA. may. |
2008 |
|
| Renaud Barate
& Antoine Manzanera |
Learning
Vision Algorithms for Real Mobile Robots with Genetic
Programming. ECSIS Symposium on Learning and
Adaptive Behaviors for Robotic Systems (LAB-RS'08).
Edinburgh, UK. aug. |
2008 |
|
| Renaud Barate
& Antoine Manzanera |
Generalization
Performance of Vision Based Controllers for Mobile
Robots Evolved with Genetic Programming. Genetic
and Evolutionary Computation Conference (GECCO'08).
Atlanta, GA. jul. |
2008 |
|
| Renaud Barate
& Antoine Manzanera |
Evolving
Vision Controllers with a Two-Phase Genetic Programming
System Using Imitation. 10th International
Conference on the Simulation of Adaptive Behavior
(SAB'08). Osaka, Japan. jul. pp. 73--82. |
2008 |
|
| Antoine
Manzanera |
Sigma-Delta
Background Subtraction and the Zipf Law. Progress
in Pattern Recognition, Image Analysis and Applications
(CIARP'07). Viña del Mar-Valparaiso, Chile. nov.
pp. 42-51. |
2007 |
|
| Christine
Dubreu, Antoine Manzanera, & Eric Bohain |
Comprehensive
evaluation of tracking systems by non-photorealistic
simulation. Proceedings of SPIE - Acquisition,
Tracking, Pointing, and Laser Systems Technologies XXI.
Orlando - FL, USA. may. |
2007 |
|
| Olivier
Vermeulen, Antoine Manzanera, & Lionel Lacassagne |
Ultra
fast grey scale face detection using vector SIMD
programming. 3rd International Conference on
Signal-Image Technology and Internet-based Systems
(SITIS'07). Shanghai, China. dec. |
2007 |
|
| Philippe
Guermeur, Petr Dokladal, Eva Dokladalova, & Antoine
Manzanera |
FPGA
lab sessions in a general-purpose image processing
course. 2nd International Workshop on
Reconfigurable Computing Education (RCE'07). Porto
Alegre, Brasil. may. |
2007 |
|
| Renaud Barate
& Antoine Manzanera |
Automatic
Design of Vision-based Obstacle Avoidance Controllers
using Genetic Programming. 8th International
Conference on Artificial Evolution (EA'07). Tours,
France. oct. pp. 25--36. |
2007 |
|
| Paul Nadrag,
Antoine Manzanera, & Nicolas Burrus |
Smart
retina as a contour-based visual interface. Distributed
Smart Cameras Workshop (DSC'06). Boulder - CO, USA.
oct. |
2006 |
|
| Julien C.
Richefeu & Antoine Manzanera |
A
new hybrid differential filter for motion detection. International
Conference on Computer Vision and Graphics (ICCVG'04).
Warsaw - Poland. sep |
2004 |
|
| Antoine
Manzanera & Thierry M. Bernard |
Metrical
properties of a collection of 2D parallel thinning
algorithms. International Workshop on
Combinatorial Image Analysis (IWCIA'03). Palermo -
Italy. may. |
2003 |
|
| Julien C.
Richefeu & Antoine Manzanera |
A
morphological dominant points detection and its cellular
implementation. International Symposium on
Signal Processing and its Applications (ISSPA'03).
Paris - France. jul. pp. 181-184. |
2003 |
 |
| Antoine
Manzanera |
Morphological
segmentation on the programmable retina: towards mixed
synchronous/asynchronous algorithms. 6th
International Symposium on Mathematical Morphology
(ISMM'02). Sydney - Australia. apr. pp. 25-37. |
2002 |
|
| Antoine
Manzanera, Thierry M. Bernard, Françoise Prêteux, &
Bernard Longuet |
Ultra
fast skeleton based on an isotropic fully parallel
algorithm. 8th Discrete Geometry for Computer
Imagery (DGCI'99). Marne-La-Vallée - France. mar.
pp. 313--324. |
1999 |
|
| Antoine
Manzanera, Thierry M. Bernard, Françoise Prêteux, &
Bernard Longuet |
A
unified mathematical framework for a compact and fully
parallel n-D skeletonization procedure. Vision
Geometry VIII (VG'99). Denver - CO. jul. pp. 57-68.
|
1999 |
|
| Antoine
Manzanera, Thierry M. Bernard, Françoise Prêteux, &
Bernard Longuet |
Medial
faces from a concise 3D thinning algorithm. International
Conference on Computer Vision (ICCV'99). Kerkyra -
Greece. sep. pp. 337--343. |
1999 |
|
| Thierry M.
Bernard & Antoine Manzanera |
Improved
low complexity fully parallel thinning algorithm. International
Conference on Image Analysis and Processing (ICIAP'99).
Venice - Italy. sep. pp. 215-220. |
1999 |
|
