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@inproceedings{M12,
author = {Antoine Manzanera},
title = {Dense {H}ough transforms on gray level images using multi-scale derivatives (Invited Conference)},
booktitle = {The sixth International Workshop on Medical and Healthcare applications(AMINA'12)},
year = {2012},
address = {Mahdia, Tunisia},
month = {december},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/amina12.pdf},
bib = {./publis_bib.html#M12}
}
@inproceedings{M11,
title = {Local Jet Feature Space Framework for Image Processing and Representation},
author = {Antoine Manzanera},
year = {2011},
month = {dec.},
address = {Dijon, France},
booktitle = {International Conference on Signal Image Technology and Internet Based Systems (SITIS'11)},
pages = {261-268},
publisher = {IEEE Computer Society},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/sitis11.pdf},
bib = {./publis_bib.html#M11}
}
@inproceedings{M10,
title = {Local Jet Based Similarity for NL-Means Filtering},
author = {Antoine Manzanera},
year = {2010},
month = {aug.},
address = {Istambul, Turkey},
booktitle = {International Conference on Pattern Recognition (ICPR'10)},
publisher = {IEEE Computer Society},
volume = {0},
pages = {2668--2671},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/icpr10.pdf},
bib = {./publis_bib.html#M10}
}
@inproceedings{M07,
title = {{S}igma-{D}elta Background Subtraction and the {Z}ipf Law},
author = {Antoine Manzanera},
year = {2007},
month = {nov.},
address = {Viña del Mar-Valparaíso, Chile},
booktitle = {Progress in Pattern Recognition, Image Analysis and Applications (CIARP'07)},
publisher = {Lecture Notes in Computer Science - Springer Verlag},
volume = {4756},
pages = {42-51},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/ciarp07.pdf},
bib = {./publis_bib.html#M07}
}
@inproceedings{Man02,
author = {Antoine Manzanera},
title = {Morphological segmentation on the programmable retina: towards mixed synchronous/asynchronous algorithms},
booktitle = {6th International Symposium on Mathematical Morphology (ISMM'02)},
pages = {25-37},
year = {2002},
address = {Sydney - Australia},
month = {apr.},
publisher = {CSIRO},
category = {International conferences with scientific committee},
ps = {https://perso.ensta-paris.fr/~manzaner/Publis/ismm02.ps.gz},
bib = {./publis_bib.html#Man02}
}
@phdthesis{Man12,
author = {Antoine Manzanera},
title = {En mouvement, du modèle à la puce : Pour des systèmes de vision polyvalents et performants},
school = {Habilitation à Diriger des Recherches - Université Pierre et Marie Curie, Paris 6},
year = {2012},
address = {Paris, France},
note = {Spécialité Sciences pour l'Ingénieur},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/HDR_Manzanera_complet.pdf},
category = {Thesis and reports},
bib = {./publis_bib.html#Man12}
}
@phdthesis{Man00,
author = {Antoine Manzanera},
title = {Vision Artificielle Rétinienne},
school = {Thèse - Ecole Nationale Supérieure des Télécommunications},
year = {2000},
address = {Paris, France},
note = {Spécialité Signal et Image},
category = {Thesis and reports},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/These.pdf},
bib = {./publis_bib.html#Man00}
}
@techreport{RMan11,
author = {Antoine Manzanera},
title = {Object modelling, detection and localization in mobile video: a state-of-the-art},
institution = {ITEA2},
year = {2011},
category = {ENSTA research reports},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/ITEA2_AM2011.pdf},
bib = {./publis_bib.html#RMan11}
}
@techreport{RMan10,
author = {Antoine Manzanera},
title = {Image representation and processing through multiscale local jet features},
institution = {ENSTA/LEI},
year = {2010},
category = {ENSTA research reports},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/LJFeat_AM2010.pdf},
bib = {./publis_bib.html#RMan10}
}
@techreport{CMan04,
author = {Antoine Manzanera},
title = {Implantation des algorithmes de détection sur rétine programmable pour le capteur de réveil {CALADIOM}},
institution = {Bertin Technologie},
year = {2004},
category = {Confidential technical reports},
month = {dec.},
bib = {./publis_bib.html#CMan04}
}
@techreport{CMan03,
author = {Antoine Manzanera},
title = {Conception et validation des algorithmes de détection pour le capteur de réveil {CALADIOM}},
institution = {Bertin Technologie},
year = {2003},
category = {Confidential technical reports},
month = {dec.},
bib = {./publis_bib.html#CMan03}
}
@techreport{RMan02-a,
author = {Antoine Manzanera},
title = {On the properties of the (4,8)-median axis},
institution = {ENSTA/LEI},
year = {2002},
number = {LEI/AVA-02-001},
category = {ENSTA research reports},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/fuzzymax.pdf},
bib = {./publis_bib.html#RMan02-a}
}
@techreport{CMan02-a,
author = {Antoine Manzanera},
title = {Algorithmique de traitement d'images pour la détection des cibles - Système Antichar {ERYX}},
institution = {MBDA-F},
year = {2002},
category = {Confidential technical reports},
number = {20005137},
month = {jan.},
bib = {./publis_bib.html#CMan02-a}
}
@techreport{CMan02-b,
author = {Antoine Manzanera},
title = {Architecture logicielle de traitement d'images pour la détection des cibles},
institution = {MBDA-F},
year = {2002},
category = {Confidential technical reports},
number = {20005137},
month = {jan.},
bib = {./publis_bib.html#CMan02-b}
}
@inproceedings{MPB01,
author = {Antoine Manzanera and Françoise Prêteux and Thierry M. Bernard},
title = {Markovian modeling on programmable retina},
booktitle = {Conference on Controle Quality by Artificial Vision (QCAV'01)},
pages = {232-237},
year = {2001},
address = {Le Creusot - France},
month = {may.},
publisher = {Cépaduès-Editions},
category = {National conferences with scientific committee},
ps = {https://perso.ensta-paris.fr/~manzaner/Publis/qcav.ps.gz},
bib = {./publis_bib.html#MPB01}
}
@article{MJ95,
author = {Antoine Manzanera and Jean-Michel Jolion},
title = {La pyramide irrégulière : un modèle pour la vision exploratoire},
journal = {Traitement du signal},
year = {1995},
volume = {12(2)},
pages = {176--196},
category = {National journals with scientific committee},
pdf = {http://perso.ensta-paristech.fr/~manzaner/Publis/ts95.pdf},
bib = {./publis_bib.html#MJ95}
}
@inproceedings{MJ94,
author = {Antoine Manzanera and Jean-Michel Jolion},
title = {Pyramide irrégulière},
booktitle = {9ème congrès AFCET/RFIA (RFIA'94)},
pages = {221-229},
year = {1994},
month = {jan.},
address = {Paris, France},
category = {National conferences with scientific committee},
bib = {./publis_bib.html#MJ94}
}
@inproceedings{MJ93,
author = {Antoine Manzanera and Jean-Michel Jolion},
title = {Tesselation hiérarchique irrégulière},
booktitle = {Colloque Géométrie Discrète en Imagerie (DGCI'93)},
pages = {98-107},
year = {1993},
month = {sep.},
editor = {Christian Ronse},
address = {Strasbourg, France},
category = {National conferences with scientific committee},
bib = {./publis_bib.html#MJ93}
}
@inproceedings{MR04,
author = {Antoine Manzanera and Julien C. Richefeu},
title = {A robust and computationally efficient motion detection algorithm based on Sigma-Delta background estimation},
booktitle = {Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP'04)},
pages = {46-51},
year = {2004},
address = {Kolkata - India},
month = {dec.},
category = {National conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/icvgip04.pdf},
bib = {./publis_bib.html#MR04}
}
@article{MR07,
author = {Antoine Manzanera and Julien Richefeu},
title = {A new motion detection algorithm based on {S}igma-{D}elta background estimation},
journal = {Pattern Recognition Letters},
year = {2007},
volume = {28(3)},
pages = {320--328},
category = {International journals with scientific committee},
pdf = {http://perso.ensta-paristech.fr/~manzaner/Publis/prl07.pdf},
bib = {./publis_bib.html#MR07}
}
@techreport{RMB06,
author = {Antoine Manzanera and Nicolas Burrus},
title = {Arithmétique et Logique des Rétines Programmables},
institution = {ENSTA/LEI},
year = {2006},
category = {ENSTA research reports},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/RAP_ALU.pdf},
bib = {./publis_bib.html#RMB06}
}
@inproceedings{MN15,
author = {Antoine Manzanera and Thanh Phuong Nguyen},
title = {Transformées de Hough denses : un cadre efficace et générique pour la reconnaissance de formes paramétrées},
booktitle = {Traitement et Analyse de l'Information : Méthodes et Applications (TAIMA'15)},
month = {May},
year = {2015},
address = {Hammamet, Tunisie},
category = {National conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/taima_tutorial15.pdf},
bib = {./publis_bib.html#MN15}
}
@article{MNX16,
author = {Antoine Manzanera and Thanh Phuong Nguyen and Xiaolei Xu},
title = {Line and circle detection using dense one-to-one Hough transforms on greyscale images},
journal = {EURASIP Journal on Image and Video Processing},
year = {2016},
volume = {2016},
number = {46},
pages = {1--18},
category = {International journals with scientific committee},
pdf = {http://jivp.eurasipjournals.springeropen.com/articles/10.1186/s13640-016-0149-y},
bib = {./publis_bib.html#MNX16}
}
@inproceedings{MB03,
author = {Antoine Manzanera and Thierry M. Bernard},
title = {Metrical properties of a collection of 2D parallel thinning algorithms},
booktitle = {International Workshop on Combinatorial Image Analysis (IWCIA'03)},
year = {2003},
volume = {12},
series = {Electronic Notes on Discrete Mathematics},
address = {Palermo - Italy},
month = {may.},
publisher = {Elsevier Science},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/iwcia03.pdf},
bib = {./publis_bib.html#MB03}
}
@techreport{RMan02-b,
author = {Antoine Manzanera and Thierry M. Bernard},
title = {{MB}: a coherent collection of 2D parallel thinning algorithms},
institution = {ENSTA/LEI},
year = {2002},
number = {LEI/AVA-02-002},
category = {ENSTA research reports},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/MB2D.pdf},
bib = {./publis_bib.html#RMan02-b}
}
@inproceedings{MBPL99a,
booktitle = {8th Discrete Geometry for Computer Imagery (DGCI'99)},
address = {Marne-La-Vallée - France},
month = {mar.},
year = {1999},
author = {Antoine Manzanera and Thierry M. Bernard and
Françoise Prêteux and Bernard Longuet},
publisher = {Lecture Notes in Computer Science - Springer Verlag},
volume = {1568},
title = {Ultra fast skeleton based on an isotropic fully parallel algorithm},
pages = {313--324},
category = {International conferences with scientific committee},
ps = {https://perso.ensta-paris.fr/~manzaner/Publis/dgci99.ps.gz},
bib = {./publis_bib.html#MBPL99a}
}
@inproceedings{MBPL99b,
booktitle = {Vision Geometry VIII (VG'99)},
address = {Denver - CO},
month = {jul.},
year = {1999},
author = {Antoine Manzanera and Thierry M. Bernard and
Françoise Prêteux and Bernard Longuet},
publisher = {SPIE},
volume = {3811},
title = {A unified mathematical framework for a compact and fully parallel
n-D skeletonization procedure},
pages = {57-68},
category = {International conferences with scientific committee},
ps = {https://perso.ensta-paris.fr/~manzaner/Publis/spie-denver99.ps.gz},
bib = {./publis_bib.html#MBPL99b}
}
@inproceedings{MBPL99c,
booktitle = {International Conference on Computer Vision (ICCV'99)},
address = {Kerkyra - Greece},
month = {sep.},
year = {1999},
author = {Antoine Manzanera and Thierry M. Bernard and
Françoise Prêteux and Bernard Longuet},
publisher = {IEEE},
title = {Medial faces from a concise 3D thinning algorithm},
pages = {337--343},
category = {International conferences with scientific committee},
ps = {https://perso.ensta-paris.fr/~manzaner/Publis/iccv99.ps.gz},
bib = {./publis_bib.html#MBPL99c}
}
@article{MBPL02,
author = {Antoine Manzanera and Thierry M. Bernard and Françoise Prêteux and Bernard Longuet},
title = {nD skeletons: a unified mathematical framework},
journal = {Electronic Imaging},
year = {2002},
volume = {11(1)},
pages = {25--37},
category = {International journals with scientific committee},
ps = {http://perso.ensta-paristech.fr/~manzaner/Publis/jei02.ps.gz},
bib = {./publis_bib.html#MBPL02}
}
@phdthesis{Tra17,
author = {Antoine Tran},
title = {Object representation in local feature spaces: application to real-time tracking and detection},
school = {Thèse - Université de Paris-Saclay},
year = {2017},
address = {Palaiseau, France},
note = {Spécialité Informatique},
category = {Thesis and reports},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/These_Tran.pdf},
bib = {./publis_bib.html#Tra17}
}
@inproceedings{TM17,
author = {Antoine Tran and Antoine Manzanera},
title = {Mixing Hough and Color Histogram Models for Accurate Real-Time Object Tracking},
booktitle = {Computer Analysis of Images and Patterns (CAIP 2017)},
address = {Ystad, Sweden},
month = {August},
year = {2017},
publisher = {Springer International Publishing},
pages = {43--54},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/caip17.pdf},
bib = {./publis_bib.html#TM17}
}
@inproceedings{TM16,
author = {Antoine Tran and Antoine Manzanera},
title = {Fast growing {H}ough forest as a stable model for object detection},
booktitle = {Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA)},
year = {2016},
address = {Oulu, Finland},
pages = {1--6},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/ipta16.pdf},
bib = {./publis_bib.html#TM16}
}
@inproceedings{TM15,
author = {Antoine Tran and Antoine Manzanera},
title = {A versatile object tracking algorithm combining Particle Filter and Generalised {H}ough Transform},
booktitle = {International Conference on Image Processing Theory, Tools and Applications (IPTA'15)},
month = {November},
year = {2015},
address = {Orléans, France},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/IPTA15b.pdf},
bib = {./publis_bib.html#TM15}
}
@inproceedings{KBMB16a,
author = {Asma Kerkeni and Asma BenAbdallah and Antoine Manzanera and Mohamed Hédi Bedoui},
title = {Automatic Bifurcation Detection in Coronary X-Ray Angiographies},
booktitle = {13th International Conference on Computer Graphics, Imaging and Visualization (CGiV)},
year = {2016},
address = {Beni Mellal, Morocco},
pages = {333--338},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/cgiv16.pdf},
bib = {./publis_bib.html#KBMB16a}
}
@article{KBMB16,
author = {Asma Kerkeni and Asma Benabdallah and Antoine Manzanera and Mohamed Hedi Bedoui},
title = {A coronary artery segmentation method based on multiscale analysis and region growing},
journal = {Computerized Medical Imaging and Graphics},
volume = {48},
pages = {49--61},
year = {2016},
category = {International journals with scientific committee},
pdf = {http://www.sciencedirect.com/science/article/pii/S0895611115001913},
bib = {./publis_bib.html#KBMB16}
}
@phdthesis{Dub09,
author = {Christine Dubreu},
title = {Algorithmique de traitement d'image des systèmes de surveillance infrarouges air-sol},
school = {Thèse - Université de Bourgogne},
year = {2009},
address = {Paris, France},
note = {Spécialité Instrumentation et Informatique de l'Image},
category = {Thesis and reports},
bib = {./publis_bib.html#Dub09}
}
@inproceedings{DMB08,
title = {Simulation of video sequences for an accurate evaluation of tracking algorithms on complex scenes},
author = {Christine Dubreu and Antoine Manzanera and Eric Bohain},
year = {2008},
month = {may.},
address = {Orlando - FL, USA},
booktitle = {Proceedings of SPIE - Acquisition, Tracking, Pointing, and Laser Systems Technologies XXII},
volume = {6971},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/spie-dss08.pdf},
bib = {./publis_bib.html#DMB08}
}
@inproceedings{DMB07,
title = {Comprehensive evaluation of tracking systems by non-photorealistic simulation},
author = {Christine Dubreu and Antoine Manzanera and Eric Bohain},
year = {2007},
month = {may.},
address = {Orlando - FL, USA},
booktitle = {Proceedings of SPIE - Acquisition, Tracking, Pointing, and Laser Systems Technologies XXI},
volume = {6569},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/spie-dss07.pdf},
bib = {./publis_bib.html#DMB07}
}
@inproceedings{PCMF18,
title = {Learning structure-from-motion from motion},
author = {Cl{\'e}ment Pinard and Laure Chevalley and Antoine Manzanera and David Filliat},
booktitle = {{ECCV GMDL Workshop}},
address = {Munich, Germany},
year = {2018},
month = {September},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/eccv18.pdf},
bib = {./publis_bib.html#PCMF18}
}
@phdthesis{Pin19,
author = {Clément Pinard},
title = {Apprentissage robuste d'une carte de profondeur pour l'évitement d'obstacle dans le cas des caméras volantes, monoculaires et stabilisées},
school = {Thèse - Université de Paris-Saclay},
year = {2019},
address = {Palaiseau, France},
note = {Spécialité Informatique},
category = {Thesis and reports},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/These_Pinard.pdf},
bib = {./publis_bib.html#Pin19}
}
@article{PM23,
author = {Clément Pinard and Antoine Manzanera},
title = {Does it work outside this benchmark? Introducing the rigid depth constructor tool},
journal = {Multimedia Tools and Applications},
volume = {82},
pages = {41641–41667},
year = {2023},
category = {International journals with scientific committee},
pdf = {https://link.springer.com/article/10.1007/s11042-023-14743-0},
bib = {./publis_bib.html#PM23}
}
@inproceedings{PCMF17a,
author = {Clément Pinard and Laure Chevalley and Antoine Manzanera and David Filliat},
title = {End-to-end depth from motion with stabilized monocular videos},
booktitle = {International Conference on Unmanned Aerial Vehicles in Geomatics (UAV-g'17)},
month = {September},
year = {2017},
address = {Bonn, Germany},
pages = {67-74},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/uav-g17.pdf},
bib = {./publis_bib.html#PCMF17a}
}
@inproceedings{PCMF17b,
author = {Clément Pinard and Laure Chevalley and Antoine Manzanera and David Filliat},
title = {Multi range Real-time depth inference from a monocular stabilized footage using a Fully Convolutional Neural Network},
booktitle = {European Conference on Mobile Robotics (ECMR'17)},
month = {September},
year = {2017},
address = {Palaiseau, France},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/ecmr17.pdf},
bib = {./publis_bib.html#PCMF17b}
}
@inproceedings{PM20,
author = {Daniela Pamplona and Antoine Manzanera},
year = {2020},
title = {Naturally Constrained Online Expectation Maximization},
booktitle = {International Conference on Pattern Recognition (ICPR 2020)},
category = {International conferences with scientific committee},
pdf = {https://hal.archives-ouvertes.fr/hal-03012909/document},
bib = {./publis_bib.html#PM20}
}
@techreport{FMBG08,
author = {David Filliat and Antoine Manzanera and Thierry M. Bernard and Ph. Guermeur},
title = {Apprentissage visuel pour la robotique},
institution = {Convention DGA-MRIS 2006-2009},
year = {2008},
category = {Confidential technical reports},
month = {dec.},
bib = {./publis_bib.html#FMBG08}
}
@inproceedings{FM12,
author = {Dominique Florins and Antoine Manzanera},
title = {Detection of floating mines in infrared sequences by multiscale geometric filtering},
booktitle = {SPIE Conference in Defence Security and Sensing: Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XVII},
year = {2012},
editor = {Broach J.T. and Holloway Jr, J.},
volume = {8357},
address = {Baltimore, MD},
month = {June},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/spie-dss12.pdf},
bib = {./publis_bib.html#FM12}
}
@article{MMR17,
author = {Fabio Martínez Carillo and Antoine Manzanera and Eduardo Romero Castro},
journal = {IET Computer Vision},
title = {Spatio-temporal multi-scale motion descriptor from a spatially-constrained decomposition for online action recognition},
year = {2017},
volume = {11},
number = {7},
pages = {541-549},
category = {International journals with scientific committee},
pdf = {http://digital-library.theiet.org/content/journals/10.1049/iet-cvi.2016.0055},
bib = {./publis_bib.html#MMR17}
}
@article{MGGM21,
author = {Fabio Martínez Carillo and Michèle Gouiffès and Gustavo Garzón Villamizar and Antoine Manzanera},
journal = {Journal of Real-Time Image Processing},
title = {A compact and recursive Riemannian motion descriptor for untrimmed activity recognition},
year = {2021},
category = {International journals with scientific committee},
pdf = {https://link.springer.com/article/10.1007/s11554-020-01057-9},
bib = {./publis_bib.html#MGGM21}
}
@phdthesis{Mar14,
author = {Fabio Martínez Carrillo},
title = {Characterization and Modelling of Complex Motion Patterns},
school = {PhD - Universidad Nacional de Colombia},
year = {2014},
address = {Bogotá, Colombia},
note = {Ingeniería de Sistemas y Computación},
category = {Thesis and reports},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/PhDThesisFabio.pdf},
bib = {./publis_bib.html#Mar14}
}
@inproceedings{MMSMR11,
title = {Characterization of motion cardiac patterns in magnetic resonance cine},
author = {Fabio Martínez Carrillo and Antoine Manzanera and Cristina Santa Marta and Eduardo Romero Castro},
year = {2011},
month = {Nov.},
address = {Himachal Pradesh, India},
booktitle = {International Conference on Image Information Processing (ICIIP'11)},
pages = {1-5},
publisher = {IEEE Computer Society},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/iciip11.pdf},
bib = {./publis_bib.html#MMSMR11}
}
@article{MMR15,
author = {Fabio Martínez Carrillo and Antoine Manzanera and Eduardo Romero Castro},
title = {Automatic analysis and characterization of the hummingbird wings motion using dense optical flow features},
journal = {Bioinspiration & Biomimetics},
volume = {10},
number = {1},
year = {2015},
category = {International journals with scientific committee},
pdf = {http://stacks.iop.org/1748-3182/10/016006},
bib = {./publis_bib.html#MMR15}
}
@inproceedings{MMR14,
author = {Fabio Martínez Carrillo and Antoine Manzanera and Eduardo Romero Castro},
title = {Representing activities with layers of velocity statistics for multiple human action recognition in surveillance applications},
booktitle = {SPIE Electronic Imaging},
address = {San Francisco, Ca},
month = {February},
year = {2014},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/spie-ei14.pdf},
bib = {./publis_bib.html#MMR14}
}
@inproceedings{MMR12a,
author = {Fabio Martínez Carrillo and Antoine Manzanera and Eduardo Romero Castro},
title = {A motion descriptor based on statistics of optical flow orientations for action classification in video-surveillance},
booktitle = {Int. Conf. on Multimedia and Signal Processing (CMSP'12)},
year = {2012},
address = {Shanghai, China},
month = {december},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/cmsp12.pdf},
bib = {./publis_bib.html#MMR12a}
}
@inproceedings{MMR12b,
author = {Fabio Martínez Carrillo and Antoine Manzanera and Eduardo Romero Castro},
title = {Analysing the hovering flight of the hummingbird using statistics of the
optical flow field},
booktitle = {ICPR Workshop on Visual observation and analysis of animal and insect behavior (VAIB 2012)},
year = {2012},
address = {Tsukuba, Japan},
month = {november},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/icpr-vaib12.pdf},
bib = {./publis_bib.html#MMR12b}
}
@inproceedings{MMGB15,
author = {Fabio Martínez Carrillo and Antoine Manzanera and Michèle Gouiffès and Annelies Braffort},
title = {A Gaussian mixture representation of gesture kinematics for on-line Sign Language video annotation},
booktitle = {International Symposium on Visual Computing (ISVC'15)},
month = {December},
year = {2015},
address = {Las Vegas, NV},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/isvc15.pdf},
bib = {./publis_bib.html#MMGB15}
}
@inproceedings{MMGN16,
author = {Fabio Martínez Carrillo and Antoine Manzanera and Michèle Gouiffès and Thanh Phuong Nguyen},
title = {Action-centric Polar Representation of Motion Trajectories for Online Action Recognition},
booktitle = {Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications},
year = {2016},
address = {Roma, Italy},
pages = {442-448},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/visapp16.pdf},
bib = {./publis_bib.html#MMGN16}
}
@inproceedings{FHYBMF24,
title = {InfraParis: A multi-modal and multi-task autonomous driving dataset},
author = {Gianni Franchi and Marwane Hariat and Xuanlong Yu and Nacim Belkhir and Antoine Manzanera and David Filliat},
booktitle = {WACV 2024 - IEEE/CVF Winter Conference on Applications of Computer Vision},
address = {Waikoloa, United States},
year = {2024},
month = {Jan},
category = {International conferences with scientific committee},
pdf = {https://arxiv.org/pdf/2309.15751},
bib = {./publis_bib.html#FHYBMF24}
}
@inbook{DM10,
author = {Gloria Mercedes Díaz and Antoine Manzanera},
title = {Biomedical Image Analysis and Machine Learning Technologies: Applications and Techniques},
chapter = {VIII: Automatic Analysis of Microscopic Images in Hematological Cytology Applications},
publisher = {IGI Global},
year = {2010},
key = {978-1-60566-956-4},
category = {Book Chapters},
bib = {./publis_bib.html#DM10}
}
@article{AMM24,
author = {John Archila and Antoine Manzanera and Fabio Martínez},
title = {A Riemannian multimodal representation to classify parkinsonism-related patterns from noninvasive observations of gait and eye movements},
journal = {Biomedical engineering letters},
volume = {15},
number = {1},
pages = {81--93},
year = {2024},
category = {International journals with scientific committee},
pdf = {https://pubmed.ncbi.nlm.nih.gov/39781052/},
bib = {./publis_bib.html#AMM24}
}
@article{AMM22,
author = {John Archila and Antoine Manzanera and Fabio Martínez},
title = {A multimodal Parkinson quantification by fusing eye and gait motion patterns, using covariance descriptors, from non-invasive computer vision},
journal = {Computer Methods and Programs in Biomedicine},
volume = {215},
pages = {106607},
year = {2022},
category = {International journals with scientific committee},
pdf = {https://www.sciencedirect.com/science/article/abs/pii/S0169260721006817},
bib = {./publis_bib.html#AMM22}
}
@inproceedings{AMM24b,
author = {John Archila and Antoine Manzanera and Fabio Martínez},
title = {{A Mixed audio-video SPD network for online classification of Parkinsonian speech patterns}},
booktitle = {18th Ibero-American Conference on Artificial Intelligence (IBERAMIA)},
month = {Nov},
year = {2024},
address = {Montevideo, Uruguay},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/iberamia24.pdf},
bib = {./publis_bib.html#AMM24b}
}
@inproceedings{AMM21,
author = {John Archila and Antoine Manzanera and Fabio Martínez},
year = {2021},
title = {A recurrent approach for predicting Parkinson stage from multimodal videos (best student paper award)},
booktitle = {17th International Symposium on Medical Information Processing and Analysis (SIPAIM 2021)},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/sipaim21.pdf},
bib = {./publis_bib.html#AMM21}
}
@inproceedings{RBGGGMR24,
author = {Josué Ruano and Diego Bravo and Diana Giraldo and Martín Gómez and Fabio A. González and Antoine Manzanera and Eduardo Romero},
booktitle = {2024 IEEE International Symposium on Biomedical Imaging (ISBI)},
title = {Estimating Polyp Size From a Single Colonoscopy Image Using a Shape-From-Shading Model},
year = {2024},
pages = {1-5},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/isbi24.pdf},
bib = {./publis_bib.html#RBGGGMR24}
}
@article{RGRM24,
author = {Josué Ruano and Martín Gómez and Eduardo Romero and Antoine Manzanera},
title = {Leveraging a realistic synthetic database to learn Shape-from-Shading for estimating the colon depth in colonoscopy images},
journal = {Computerized Medical Imaging and Graphics},
volume = {115},
year = {2024},
category = {International journals with scientific committee},
pdf = {https://www.sciencedirect.com/science/article/pii/S0895611124000673},
bib = {./publis_bib.html#RGRM24}
}
@article{OMM23,
author = {Juan Olmos and Antoine Manzanera and Fabio Martínez},
title = {Riemannian SPD learning to represent and characterize fixational oculomotor Parkinsonian abnormalities},
journal = {Pattern Recognition Letters},
year = {2023},
category = {International journals with scientific committee},
pdf = {https://www.sciencedirect.com/science/article/pii/S016786552300260X},
bib = {./publis_bib.html#OMM23}
}
@inproceedings{OMM22,
author = {Juan Olmos and Antoine Manzanera and Fabio Martínez},
year = {2022},
month = {June},
title = {An Oculomotor Digital Parkinson Biomarker From a Deep Riemannian Representation (best paper award - 2nd prize)},
booktitle = {3rd International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI 2022)},
address = {Paris, France},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/icprai22.pdf},
bib = {./publis_bib.html#OMM22}
}
@inproceedings{RM05,
author = {Julien C. Richefeu and Antoine Manzanera},
title = {Détection de mouvement par capteur intelligent},
booktitle = {ORASIS'05},
year = {2005},
address = {Clermont-Ferrand, France},
month = {may.},
category = {National conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/orasis05.pdf},
bib = {./publis_bib.html#RM05}
}
@inproceedings{RM04,
author = {Julien C. Richefeu and Antoine Manzanera},
title = {A new hybrid differential filter for motion detection},
booktitle = {International Conference on Computer Vision and Graphics (ICCVG'04)},
year = {2004},
address = {Warsaw - Poland},
month = {sep},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/iccvg04.pdf},
bib = {./publis_bib.html#RM04}
}
@inproceedings{RM03,
author = {Julien C. Richefeu and Antoine Manzanera},
title = {A morphological dominant points detection and its cellular implementation},
booktitle = {International Symposium on Signal Processing and its Applications (ISSPA'03)},
pages = {181-184},
year = {2003},
volume = {2},
address = {Paris - France},
month = {jul.},
publisher = {IEEE},
category = {International conferences with scientific committee},
ps = {https://perso.ensta-paris.fr/~manzaner/Publis/isspa03.ps.gz},
bib = {./publis_bib.html#RM03}
}
@phdthesis{Ric06,
author = {Julien Richefeu},
title = {Détection et analyse du mouvement sur système de vision à base de rétine numérique },
school = {Thèse - Université Pierre et Marie Curie, Paris 6},
year = {2006},
address = {Paris, France},
note = {Spécialité Informatique, Télécommunications et Electronique},
category = {Thesis and reports},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/these-richefeu.pdf},
bib = {./publis_bib.html#Ric06}
}
@inproceedings{LMD09,
title = {Motion Detection: Fast and robust algorithms for embedded systems},
author = {Lionel Lacassagne and Antoine Manzanera and Antoine Dupret},
year = {2009},
month = {nov.},
address = {Cairo, Egypt},
booktitle = {IEEE International Conference on Image Processing (ICIP'09)},
publisher = {IEEE},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/icip09.pdf},
bib = {./publis_bib.html#LMD09}
}
@article{LMDM09,
author = {Lionel Lacassagne and Antoine Manzanera and Julien Denoulet and Alain Mérigot},
title = {High performance motion detection: some trends toward new embedded architectures for vision systems},
journal = {Journal of Real Time Image Processing},
year = {2009},
volume = {4(2)},
pages = {127--146},
category = {International journals with scientific committee},
pdf = {http://www.springerlink.com/content/02264j1658w48641/fulltext.pdf},
bib = {./publis_bib.html#LMDM09}
}
@inproceedings{HMR10,
title = {Extracción y Seguimiento de los Miembros Inferiores sin Marcadores},
author = {Lorenza Henao and Antoine Manzanera and Eduardo Romero},
year = {2010},
month = {dec.},
address = {Bogotá, Colombia},
booktitle = {VI Seminario Internacional de Procesamiento y Análisis de Imágenes Médicas (SIPAIM'10)},
publisher = {Universidad Nacional de Colombia},
category = {National conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/sipaim10.pdf},
bib = {./publis_bib.html#HMR10}
}
@phdthesis{Sar20,
author = {Louise Sarrabezolles},
title = {Formalization and Simulation of Bio-Inspired On-chip Dynamic Attractors for Low Power Computer Vision},
school = {Thèse - Institut Polytechnique de Paris},
year = {2020},
address = {Palaiseau, France},
note = {Spécialité Informatique},
category = {Thesis and reports},
pdf = {https://tel.archives-ouvertes.fr/tel-02887189/document},
bib = {./publis_bib.html#Sar20}
}
@inproceedings{SMH18,
title = {Bio-inspired Perception Sensor (BIPS) Concept Analysis for Embedded Applications},
author = {Louise Sarrabezolles and Antoine Manzanera and Nicolas Hueber},
booktitle = {The 23rd Iberoamerican Congress on Pattern Recognition (CIARP 2018)},
address = {Madrid, Spain},
year = {2018},
month = {November},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/ciarp18.pdf},
bib = {./publis_bib.html#SMH18}
}
@inproceedings{SMHPR17,
author = {Louise Sarrabezolles and Antoine Manzanera and Nicolas Hueber and Maxime Perrot and Pierre Raymond},
title = {Dual field combination for unmanned video surveillance},
booktitle = {SPIE Defense and Commercial Sensing, Real-Time Image and Video Processing},
month = {April},
year = {2017},
address = {Anaheim, CA},
volume = {10223},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/spie-dss17.pdf},
bib = {./publis_bib.html#SMHPR17}
}
@article{RJMB21,
author = {Lucas C. Ribas and Jarbas Joaci de Mesquita Sá Junior and Antoine Manzanera and Odemir M. Bruno},
title = {Learning graph representation with Randomized Neural Network for dynamic texture classification},
journal = {Applied Soft Computing},
volume = {114},
pages = {108035},
year = {2021},
issn = {1568-4946},
category = {International journals with scientific committee},
pdf = {https://www.sciencedirect.com/science/article/abs/pii/S1568494621009571},
bib = {./publis_bib.html#RJMB21}
}
@inproceedings{RMM19,
author = {Lucas Correia Ribas and Antoine Manzanera and Odemir Martinez Bruno},
year = {2019},
month = {August},
pages = {129-140},
title = {A Fractal-Based Approach to Network Characterization Applied to Texture Analysis},
booktitle = {CAIP 2019: Computer Analysis of Images and Patterns},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/caip19.pdf},
bib = {./publis_bib.html#RMM19}
}
@article{GMM22,
author = {Luis C. Guayacán and Antoine Manzanera and Fabio Martínez},
title = {Quantification of Parkinsonian Kinematic Patterns in Body‐Segment Regions During Locomotion},
journal = {Journal of Medical and Biological Engineering},
volume = {42},
pages = {204-215},
year = {2022},
category = {International journals with scientific committee},
pdf = {https://link.springer.com/article/10.1007/s40846-022-00691-x},
bib = {./publis_bib.html#GMM22}
}
@inproceedings{P20,
author = {Marc Picheral et al},
year = {2020},
month = {February},
address = {San Diego, CA},
title = {UVP6: a new low power, low cost and deep ocean rated imaging sensor for automatic quantification of particles and plankton from autonomous platforms},
booktitle = {Ocean Sciences Meeting 2020 - IS31A - Advancing Technologies for the Future of Deep-Ocean Exploration},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/picheral_osm20.pdf},
bib = {./publis_bib.html#P20}
}
@article{WRMB15,
author = {Marcos William da Silva Oliveira and Núbia Rosa da Silva and Antoine Manzanera and Odemir Martinez Bruno},
title = {Feature extraction on local jet space for texture classification},
journal = {Physica A: Statistical Mechanics and its Applications},
volume = {439},
pages = {160--170},
year = {2015},
category = {International journals with scientific committee},
pdf = {http://www.sciencedirect.com/science/article/pii/S0378437115006068},
bib = {./publis_bib.html#WRMB15}
}
@inproceedings{NMB16,
author = {Mariane Barros Neiva and Antoine Manzanera and Odemir Martinez Bruno},
title = {Binary distance transform to improve feature extraction},
booktitle = {XII Workshop de Vis\~ao Computacional (WVC)},
year = {2016},
address = {Campo Grande, Brazil},
pages = {1--8},
category = {National conferences with scientific committee},
pdf = {https://arxiv.org/abs/1612.06443},
bib = {./publis_bib.html#NMB16}
}
@inproceedings{HMF23,
author = {Marwane Hariat and Antoine Manzanera and David Filliat},
year = {2023},
month = {January},
title = {Rebalancing gradient to improve self-supervised co-training of depth, odometry and optical flow predictions},
booktitle = {IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023)},
address = {Waikoloa, Hawaii},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/wacv23.pdf},
bib = {./publis_bib.html#HMF23}
}
@phdthesis{Gar16,
author = {Matthieu Garrigues},
title = {Accélération algorithmique et logicielle de l'analyse vidéo du mouvement},
school = {Thèse - Université de Paris-Saclay},
year = {2016},
address = {Palaiseau, France},
note = {Spécialité Informatique},
category = {Thesis and reports},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/These_Garrigues.pdf},
bib = {./publis_bib.html#Gar16}
}
@inproceedings{GM17,
author = {Matthieu Garrigues and Antoine Manzanera},
title = {Fast Semi Dense Epipolar Flow Estimation},
booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
year = {2017},
address = {Santa Rosa, CA},
pages = {1--8},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/wacv17.pdf},
bib = {./publis_bib.html#GM17}
}
@inproceedings{GM14,
author = {Matthieu Garrigues and Antoine Manzanera},
title = {Video++, a Modern Image and Video Processing C++ Framework},
booktitle = {Conf. on Design and Architectures for Signal and Image Processing (DASIP'14)},
address = {Madrid, Spain},
month = {October},
year = {2014},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/dasip14.pdf},
bib = {./publis_bib.html#GM14}
}
@inproceedings{GM12,
author = {Matthieu Garrigues and Antoine Manzanera},
title = {Real Time Semi-dense Point Tracking},
booktitle = {Int. Conf. on Image Analysis and Recognition (ICIAR 2012)},
year = {2012},
pages = {245-252},
editor = {Campilho, A.J.C. and Kamel, M.S.},
volume = {7324},
series = {Lecture Notes in Computer Science},
address = {Aveiro, Portugal},
month = {june},
publisher = {Springer},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/iciar12.pdf},
bib = {./publis_bib.html#GM12}
}
@inproceedings{GM12b,
author = {Matthieu Garrigues and Antoine Manzanera},
title = {Exact and Approximate Median Splitting on Distributed Memory Machines},
booktitle = {Int. Conf. on Parallel and Distributed Processing Techniques and Applications (PDPTA 2012)},
year = {2012},
address = {Las Vegas, NV},
month = {july},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/pdpta12.pdf},
bib = {./publis_bib.html#GM12b}
}
@article{GMB14,
author = {Matthieu Garrigues and Antoine Manzanera and Thierry M. Bernard},
title = {Video Extruder: a semi-dense point tracker for extracting beams of trajectories in real time},
journal = {Journal of Real-Time Image Processing},
pages = {1-14},
year = {2014},
publisher = {Springer Berlin Heidelberg},
category = {International journals with scientific committee},
pdf = {http://link.springer.com/article/10.1007/s11554-014-0415-0},
bib = {./publis_bib.html#GMB14}
}
@inproceedings{bABPMF24,
title = {NECO: Neural Collapse based Out-of-Distribution Detection},
author = {Mouin Ben Ammar and Nacim Belkhir and Sebastien Popescu and Antoine Manzanera and Gianni Franchi},
booktitle = {The 12th International Conference on Learning Representations (ICLR)},
address = {Wien},
year = {2024},
month = {May},
category = {International conferences with scientific committee},
pdf = {https://hal.science/hal-04480548v1/document},
bib = {./publis_bib.html#bABPMF24}
}
@inproceedings{VML07,
title = {Ultra fast grey scale face detection using vector {SIMD} programming},
author = {Olivier Vermeulen and Antoine Manzanera and Lionel Lacassagne},
year = {2007},
month = {dec.},
address = {Shanghai, China},
booktitle = {3rd International Conference on Signal-Image Technology and Internet-based Systems (SITIS'07)},
publisher = {IEEE},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/sitis07.pdf},
bib = {./publis_bib.html#VML07}
}
@inproceedings{NMB06,
title = {Smart retina as a contour-based visual interface},
author = {Paul Nadrag and Antoine Manzanera and Nicolas Burrus},
year = {2006},
month = {oct.},
address = {Boulder - CO, USA},
booktitle = {Distributed Smart Cameras Workshop (DSC'06)},
publisher = {ACM},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/dsc06.pdf},
bib = {./publis_bib.html#NMB06}
}
@inproceedings{GM09,
title = {Image Characterization from Statistical Reduction of Local Patterns},
author = {Philippe Guermeur and Antoine Manzanera},
year = {2009},
month = {nov.},
address = {Guadalajara, Mexico},
booktitle = {Progress in Pattern Recognition, Image Analysis and Applications (CIARP'09)},
publisher = {Lecture Notes in Computer Science - Springer Verlag},
volume = {5856},
pages = {571--578},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/ciarp09.pdf},
bib = {./publis_bib.html#GM09}
}
@inproceedings{GDDM07,
title = {{FPGA} lab sessions in a general-purpose image processing course},
author = {Philippe Guermeur and Petr Dokladal and Eva Dokladalova and Antoine Manzanera},
year = {2007},
month = {may.},
address = {Porto Alegre, Brasil},
booktitle = {2nd International Workshop on Reconfigurable Computing Education (RCE'07)},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/rce07.pdf},
bib = {./publis_bib.html#GDDM07}
}
@phdthesis{Bar08,
author = {Renaud Barate},
title = {Apprentissage de fonctions visuelles pour un robot mobile par programmation génétique},
school = {Thèse - Université Pierre et Marie Curie, Paris 6},
year = {2008},
address = {Paris, France},
note = {Spécialité Informatique, Télécommunications et Electronique},
category = {Thesis and reports},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/these-barate.pdf},
bib = {./publis_bib.html#Bar08}
}
@article{BM09,
author = {Renaud Barate and Antoine Manzanera},
title = {Evolution of visual controllers for obstacle avoidance in mobile robotics},
journal = {Evolutionary Intelligence},
year = {2009},
volume = {2(3)},
pages = {85--102},
category = {International journals with scientific committee},
pdf = {http://www.springerlink.com/content/u28g425263575370/fulltext.pdf},
bib = {./publis_bib.html#BM09}
}
@inproceedings{BM08c,
title = {Learning Vision Algorithms for Real Mobile Robots with Genetic Programming},
author = {Renaud Barate and Antoine Manzanera},
year = {2008},
month = {aug.},
address = {Edinburgh, UK},
booktitle = {ECSIS Symposium on Learning and Adaptive Behaviors for Robotic Systems (LAB-RS'08)},
publisher = {IEEE},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/lab-rs08.pdf},
bib = {./publis_bib.html#BM08c}
}
@inproceedings{BM08b,
title = {Generalization Performance of Vision Based Controllers for Mobile Robots Evolved with Genetic Programming},
author = {Renaud Barate and Antoine Manzanera},
year = {2008},
month = {jul.},
address = {Atlanta, GA},
booktitle = {Genetic and Evolutionary Computation Conference (GECCO'08)},
publisher = {ACM Press},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/gecco08.pdf},
bib = {./publis_bib.html#BM08b}
}
@inproceedings{BM08a,
title = {Evolving Vision Controllers with a Two-Phase Genetic Programming System Using Imitation},
author = {Renaud Barate and Antoine Manzanera},
year = {2008},
month = {jul.},
address = {Osaka, Japan},
booktitle = {10th International Conference on the Simulation of Adaptive Behavior (SAB'08)},
publisher = {Lecture Notes in Artificial Intelligence - Springer Verlag},
volume = {5040},
pages = {73--82},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/sab08.pdf},
bib = {./publis_bib.html#BM08a}
}
@inproceedings{BM07,
title = {Automatic Design of Vision-based Obstacle Avoidance Controllers using Genetic Programming},
author = {Renaud Barate and Antoine Manzanera},
year = {2007},
month = {oct.},
address = {Tours, France},
booktitle = {8th International Conference on Artificial Evolution (EA'07)},
publisher = {Lecture Notes in Computer Science - Springer Verlag},
volume = {4926},
pages = {25--36},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/ea07.pdf},
bib = {./publis_bib.html#BM07}
}
@phdthesis{Khe24,
author = {Souhir Khessiba},
title = {Stratégies d’optimisation des hyper-paramètres de réseaux de neurones appliqués aux signaux temporels biomédicaux},
school = {Thèse en cotutelle- Université de Sousse \& Institut Polytechnique de Paris},
year = {2024},
address = {Sousse, Tunisie},
note = {Spécialité Informatique},
category = {Thesis and reports},
pdf = {https://theses.hal.science/tel-04848907v1/document},
bib = {./publis_bib.html#Khe24}
}
@inproceedings{KBMKAB22,
author = {Souhir Khessiba and Ahmed Ghazi Blaiech and Antoine Manzanera and Khaled Ben Khalifa and Asma Ben Abdallah and Mohamed Hédi Bedoui},
year = {2022},
month = {September},
title = {Hyperparameter Optimization of Deep Learning Models for EEG-Based Vigilance Detection},
booktitle = {14th International Conference on Computational Collective Intelligence (ICCCI 2022)},
address = {Hammamet, Tunisia},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/iccci22.pdf},
bib = {./publis_bib.html#KBMKAB22}
}
@inproceedings{KBbAMbKB24,
author = {Souhir Khessiba and Ahmed Ghazi Blaiech and Asma Ben Abdallah and Antoine Manzanera and Khaled Ben Khalifa and Mohamed Hédi Bédoui},
title = {A Novel Hybrid Grid Search and Tree Parzen Estimator for Deep Learning Hyperparameters Optimization},
booktitle = {21th International ACS/IEEE International Conference on Computer Systems and Applications (AICCSA)},
year = {2024},
month = {Oct},
address = {Sousse, Tunisia},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/aiccsa24.pdf},
bib = {./publis_bib.html#KBbAMbKB24}
}
@inproceedings{KBAKMB22,
author = {Souhir Khessiba and Ahmed Ghazi Blaiech and Asma Ben Abdallah and Khaled Ben Khalifa and Antoine Manzanera and Mohamed Hédi Bedoui},
year = {2022},
month = {November},
title = {Convolution Neural Network Hyperparameter Optimization for Vigilance Classification},
booktitle = {11e Workshop Applications Médicales de l'Informatique : Nouvelles Approches (AMINA 2022)},
address = {Monastir, Tunisia},
category = {National conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/amina22.pdf},
bib = {./publis_bib.html#KBAKMB22}
}
@inproceedings{KBBGMB23,
author = {Souhir Khessiba and Ahmed Ghazi Blaiech and Asma Ben Abdallah and Rim Grassa and Antoine Manzanera and Mohamed Hedi Bedoui},
year = {2023},
month = {September},
title = {Improving Knee Osteoarthritis Classification with Markerless Pose Estimation and STGCN Model},
booktitle = {International Workshop on Multimedia Signal Processing (IEEE MMSP 2023)},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/mmsp23.pdf},
bib = {./publis_bib.html#KBBGMB23}
}
@inproceedings{BMMMFM18,
author = {Sylvain Bertrand and Julien Marzat and Cristina Stoica Maniu and Maria Makarov and David Filliat and Antoine Manzanera},
booktitle = {2018 UKACC 12th International Conference on Control (CONTROL)},
title = {{DroMOOC}: A Massive Open Online Course on Drones and Aerial Multi Robot Systems},
year = {2018},
pages = {434-434},
month = {September},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/ukacc18.pdf},
bib = {./publis_bib.html#BMMMFM18}
}
@inproceedings{BMLMMM19,
author = {Sylvain Bertrand and Julien Marzat and Guy Le Besnerais and Antoine Manzanera and Cristina Stoica Maniu and Maria Makarov},
year = {2019},
month = {July},
title = {Integrating Experimental Data Sets and Simulation Codes for Students into a MOOC on Aerial Robotics},
booktitle = {IFAC Advances in Control Education (ACE) Symposium},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/ace19.pdf},
bib = {./publis_bib.html#BMLMMM19}
}
@inproceedings{RM07,
title = {Mécanismes d'attention visuelle sur rétine programmable},
author = {Taha Ridene and Antoine Manzanera},
year = {2007},
month = {may.},
address = {Hammamet, Tunisia},
booktitle = {Traitement et Analyse de l'Information : Méthodes et Applications (TAIMA'07)},
pages = {301-306},
category = {National conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/taima07.pdf},
bib = {./publis_bib.html#RM07}
}
@inproceedings{NM15,
author = {Thanh Phuong Nguyen and Antoine Manzanera},
title = {Noise Tolerant Descriptor for Texture Classification},
booktitle = {International Conference on Image Processing Theory, Tools and Applications (IPTA'15)},
month = {November},
year = {2015},
address = {Orléans, France},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/IPTA15a.pdf},
bib = {./publis_bib.html#NM15}
}
@inproceedings{NM14,
author = {Thanh Phuong Nguyen and Antoine Manzanera},
title = {Incorporating two first order moments into LBP-based operator for texture categorization},
booktitle = {ACCV Workshop Robust local descriptors for computer vision (RoLoD)},
series = {Lecture Notes in Computer Science},
address = {Singapore},
month = {November},
year = {2014},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/accv_wrld14.pdf},
bib = {./publis_bib.html#NM14}
}
@inproceedings{NM13,
author = {Thanh Phuong Nguyen and Antoine Manzanera},
title = {Action Recognition using Bag of Features Extracted from a Beam of Trajectories},
booktitle = {Int. Conf. on Image Processing (IEEE-ICIP'13)},
address = {Melbourne, Australia},
month = {September},
year = {2013},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/icip13.pdf},
bib = {./publis_bib.html#NM13}
}
@inproceedings{NMG13,
author = {Thanh Phuong Nguyen and Antoine Manzanera and Matthieu Garrigues},
title = {Motion trend patterns for action modelling and recognition},
booktitle = {Int. Conf. on Computer Analysis of Images and Patterns (CAIP'13)},
series = {Lecture Notes in Computer Science},
volume = {8047},
pages = {360-367},
address = {York, Great Britain},
month = {August},
year = {2013},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/caip13.pdf},
bib = {./publis_bib.html#NMG13}
}
@article{NMGV14,
author = {Thanh Phuong Nguyen and Antoine Manzanera and Matthieu Garrigues and Ngoc-Son Vu},
title = {Spatial Motion Patterns: Action Models from Semi-Dense Trajectories},
journal = {International Journal of Pattern Recognition and Artificial Intelligence},
volume = {28},
number = {7},
year = {2014},
category = {International journals with scientific committee},
pdf = {http://www.worldscientific.com/doi/abs/10.1142/S0218001414600118},
bib = {./publis_bib.html#NMGV14}
}
@inproceedings{NMVG13,
author = {Thanh Phuong Nguyen and Antoine Manzanera and Ngoc-Son Vu and Matthieu Garrigues},
title = {Revisiting LBP-based Texture Models for Human Action Recognition},
booktitle = {Iberoamerican Congress on Pattern Recognition (CIARP'13)},
series = {Lecture Notes in Computer Science},
volume = {8259},
pages = {286-293},
address = {La Havana, Cuba},
month = {November},
year = {2013},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/ciarp13.pdf},
bib = {./publis_bib.html#NMVG13}
}
@inproceedings{NMK14,
author = {Thanh Phuong Nguyen and Antoine Manzanera and Walter G. Kropatsch},
title = {Impact of topology-related attributes from Local Binary Patterns on texture classification},
booktitle = {ECCV Workshop on Computer Vision with Local Binary Patterns Variants},
series = {Lecture Notes in Computer Science},
address = {Zurich, Switzerland},
month = {September},
year = {2014},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/eccv-wlbp14.pdf},
bib = {./publis_bib.html#NMK14}
}
@article{NMKN16,
author = {Thanh Phuong Nguyen and Antoine Manzanera and Walter G. Kropatsch and Xuan Son Nguyen},
title = {Topological Attribute Patterns for texture recognition},
journal = {Pattern Recognition Letters},
volume = {80},
pages = {91--97},
year = {2016},
category = {International journals with scientific committee},
pdf = {http://www.sciencedirect.com/science/article/pii/S0167865516301210},
bib = {./publis_bib.html#NMKN16}
}
@article{NVM16,
author = {Thanh Phuong Nguyen and Ngoc-Son Vu and Antoine Manzanera},
title = {Statistical binary patterns for rotational invariant texture classification},
journal = {Neurocomputing},
volume = {173(3)},
pages = {1565--1577},
year = {2016},
category = {International journals with scientific committee},
pdf = {http://www.sciencedirect.com/science/article/pii/S0925231215013375},
bib = {./publis_bib.html#NVM16}
}
@inproceedings{BM99,
booktitle = {International Conference on Image Analysis and Processing (ICIAP'99)},
address = {Venice - Italy},
month = {sep.},
year = {1999},
author = {Thierry M. Bernard and Antoine Manzanera},
publisher = {IEEE},
title = {Improved low complexity fully parallel thinning
algorithm},
pages = {215-220},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/iciap99.pdf},
bib = {./publis_bib.html#BM99}
}
@inproceedings{LM10,
title = {Ground-Plane Classification for Robot Navigation},
author = {Tobias Low and Antoine Manzanera},
year = {2010},
month = {dec.},
address = {Singapore},
booktitle = {International Conference on Control, Automation, Robotics and Vision (ICARCV'10)},
publisher = {IEEE Computer Society},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/icarcv10.pdf},
bib = {./publis_bib.html#LM10}
}
@inproceedings{ZM18,
author = {Yannick Wend Kuni Zoetgnande and Antoine Manzanera},
title = {Efficient Line Tracker in the Parameter Space based on One-to-one {H}ough Transform},
booktitle = {13th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications {(VISIGRAPP} 2018) - Volume 4: VISAPP},
address = {Funchal, Madeira, Portugal},
month = {January},
pages = {174--180},
publisher = {SciTePress},
year = {2018},
category = {International conferences with scientific committee},
pdf = {https://perso.ensta-paris.fr/~manzaner/Publis/visapp18.pdf},
bib = {./publis_bib.html#ZM18}
}
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