Antoine Manzanera

84 papers A* 3A 4B 4C 6Misc 2Journal 33Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Geometric Multimodal Foundation Model Integrating Bp-MRI and Clinical Reports in Prostate Cancer Classification. CoRR Juan A. Olmos, Antoine Manzanera, Fabio Martínez
2026	J	`jnl`	Foundation models and Transformers for anomaly detection: A survey. Inf. Fusion Mouïn Ben Ammar, Arturo Mendoza, Nacim Belkhir, Antoine Manzanera, Gianni Franchi
2026	—	`conf`	Quantitatively Audited Multi-View XAI for Medical Image Classification: Application to MGMT Promoter Methylation. ICAART (2) Manel Mili, Abderrahman Ben Abdeljelil, Antoine Manzanera, Asma Ben Abdallah, Jose Javier Otero, Mohamed Hedi Bedoui
2025	J	`jnl`	A multimodal gait and ocular geometric representation to generate a Parkinson progression report. Eng. Appl. Artif. Intell. John Archila, Ivan Peña, Luis Fernando Celis, Juan A. Olmos, Antoine Manzanera, Fabio Martínez
2025	J	`jnl`	Foundation Models and Transformers for Anomaly Detection: A Survey. CoRR Mouïn Ben Ammar, Arturo Mendoza, Nacim Belkhir, Antoine Manzanera, Gianni Franchi
2025	J	`jnl`	Geometric multimodal learning to support prostate cancer diagnosis on limited and multicentric bi-parametric MRI data. Neural Comput. Appl. Juan A. Olmos, Antoine Manzanera, Fabio Martínez
2025	A*	`conf`	Improved Monocular Depth Prediction Using Distance Transform Over Pre-semantic Contours with Self-supervised Neural Networks. CVPR Marwane Hariat, Antoine Manzanera, David Filliat
2025	J	`jnl`	Learning a geometric deep representation to classify Parkinson smooth pursuit patterns. Pattern Anal. Appl. Luis Fernando Celis, Juan A. Olmos, Antoine Manzanera, Fabio Martínez
2024	—	`conf`	A Mixed Audio-Video SPD Network for Online Classification of Parkinsonian Speech Patterns. IBERAMIA John Archila, Antoine Manzanera, Fabio Martínez
2024	C	`conf`	A Novel Hybrid Grid Search and Tree Parzen Estimator for Deep Learning Hyperparameters Optimization. AICCSA Souhir Khessiba, Ahmed Ghazi Blaiech, Asma Ben Abdallah, Antoine Manzanera, Khaled Ben Khalifa, Mohamed Hédi Bedoui
2024	J	`jnl`	Double Descent Meets Out-of-Distribution Detection: Theoretical Insights and Empirical Analysis on the role of model complexity. CoRR Mouïn Ben Ammar, David Brellmann, Arturo Mendoza, Antoine Manzanera, Gianni Franchi
2024	—	`conf`	Estimating Polyp Size From a Single Colonoscopy Image Using a Shape-From-Shading Model. ISBI Josué Ruano, Diego Bravo, Diana Giraldo, Martín Gómez, Fabio A. González, Antoine Manzanera, Eduardo Romero
2024	A	`conf`	InfraParis: A multi-modal and multi-task autonomous driving dataset. WACV Gianni Franchi, Marwane Hariat, Xuanlong Yu, Nacim Belkhir, Antoine Manzanera, David Filliat
2024	J	`jnl`	Leveraging a realistic synthetic database to learn Shape-from-Shading for estimating the colon depth in colonoscopy images. Comput. Medical Imaging Graph. Josué Ruano, Martín Gómez, Eduardo Romero, Antoine Manzanera
2024	A*	`conf`	NECO: NEural Collapse Based Out-of-distribution detection. ICLR Mouïn Ben Ammar, Nacim Belkhir, Sebastian Popescu, Antoine Manzanera, Gianni Franchi
2024	J	`jnl`	Riemannian SPD learning to represent and characterize fixational oculomotor Parkinsonian abnormalities. Pattern Recognit. Lett. Juan A. Olmos, Antoine Manzanera, Fabio Martínez
2023	J	`jnl`	Does it work outside this benchmark? Introducing the rigid depth constructor tool. Multim. Tools Appl. Clément Pinard, Antoine Manzanera
2023	C	`conf`	Improving Knee Osteoarthritis Classification with Markerless Pose Estimation and STGCN Model. MMSP Souhir Khessiba, Ahmed Ghazi Blaiech, Asma Ben Abdallah, Rim Grassa, Antoine Manzanera, Mohamed Hédi Bedoui
2023	J	`jnl`	InfraParis: A multi-modal and multi-task autonomous driving dataset. CoRR Gianni Franchi, Marwane Hariat, Xuanlong Yu, Nacim Belkhir, Antoine Manzanera, David Filliat
2023	J	`jnl`	Leveraging a realistic synthetic database to learn Shape-from-Shading for estimating the colon depth in colonoscopy images. CoRR Josué Ruano, Martín Gómez, Eduardo Romero, Antoine Manzanera
2023	J	`jnl`	NECO: NEural Collapse Based Out-of-distribution detection. CoRR Mouïn Ben Ammar, Nacim Belkhir, Sebastian Popescu, Antoine Manzanera, Gianni Franchi
2023	A	`conf`	Rebalancing gradient to improve self-supervised co-training of depth, odometry and optical flow predictions. WACV Marwane Hariat, Antoine Manzanera, David Filliat
2022	J	`jnl`	A multimodal Parkinson quantification by fusing eye and gait motion patterns, using covariance descriptors, from non-invasive computer vision. Comput. Methods Programs Biomed. John Archila, Antoine Manzanera, Fabio Martínez
2022	J	`jnl`	A study of deep perceptual metrics for image quality assessment. CoRR Rémi Kazmierczak, Gianni Franchi, Nacim Belkhir, Antoine Manzanera, David Filliat
2022	—	`conf`	An Oculomotor Digital Parkinson Biomarker from a Deep Riemannian Representation. ICPRAI (1) Juan A. Olmos, Antoine Manzanera, Fabio Martínez
2022	—	`conf`	Hyperparameter Optimization of Deep Learning Models for EEG-Based Vigilance Detection. ICCCI (CCIS Volume) Souhir Khessiba, Ahmed Ghazi Blaiech, Antoine Manzanera, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hédi Bedoui
2022	J	`jnl`	Learning graph representation with Randomized Neural Network for dynamic texture classification. Appl. Soft Comput. Lucas Correia Ribas, Jarbas Joaci de Mesquita Sá Junior, Antoine Manzanera, Odemir M. Bruno
2021	J	`jnl`	A compact and recursive Riemannian motion descriptor for untrimmed activity recognition. J. Real Time Image Process. Fabio Martínez Carrillo, Michèle Gouiffès, Gustavo Garzón Villamizar, Antoine Manzanera
2021	J	`jnl`	Does it work outside this benchmark? Introducing the Rigid Depth Constructor tool, depth validation dataset construction in rigid scenes for the masses. CoRR Clément Pinard, Antoine Manzanera
2020	B	`conf`	Naturally Constrained Online Expectation Maximization. ICPR Daniela Pamplona, Antoine Manzanera
2019	—	`conf`	A Fractal-Based Approach to Network Characterization Applied to Texture Analysis. CAIP (1) Lucas Correia Ribas, Antoine Manzanera, Odemir M. Bruno
2018	C	`conf`	Bio-Inspired Perception Sensor (BIPS) Concept Analysis for Embedded Applications. CIARP Louise Sarrabezolles, Antoine Manzanera, Nicolas Hueber
2018	—	`conf`	Efficient Line Tracker in the Parameter Space based on One-to-one Hough Transform. VISIGRAPP (4: VISAPP) Yannick Wend Kuni Zoetgnandé, Antoine Manzanera
2018	J	`jnl`	End-to-end depth from motion with stabilized monocular videos. CoRR Clement Pinard, Laure Chevalley, Antoine Manzanera, David Filliat
2018	—	`conf`	Learning Structure-from-Motion from Motion. ECCV Workshops (3) Clément Pinard, Laure Chevalley, Antoine Manzanera, David Filliat
2018	J	`jnl`	Learning structure-from-motionfrom motion. CoRR Clement Pinard, Laure Chevalley, Antoine Manzanera, David Filliat
2018	J	`jnl`	Multi range Real-time depth inference from a monocular stabilized footage using a Fully Convolutional Neural Network. CoRR Clement Pinard, Laure Chevalley, Antoine Manzanera, David Filliat
2017	A	`conf`	Fast Semi Dense Epipolar Flow Estimation. WACV Matthieu Garrigues, Antoine Manzanera
2017	—	`conf`	Mixing Hough and Color Histogram Models for Accurate Real-Time Object Tracking. CAIP (1) Antoine Tran, Antoine Manzanera
2017	—	`conf`	Multi range real-time depth inference from a monocular stabilized footage using a fully convolutional neural network. ECMR Clement Pinard, Laure Chevalley, Antoine Manzanera, David Filliat
2017	J	`jnl`	Spatio-temporal multi-scale motion descriptor from a spatially-constrained decomposition for online action recognition. IET Comput. Vis. Fabio Martínez, Antoine Manzanera, Eduardo Romero
2017	—	`conf`	The Visual Object Tracking VOT2017 Challenge Results. ICCV Workshops Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomas Vojir, Gustav Häger, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Andrej Muhic, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Antoine Manzanera, Antoine Tran, A. Aydin Alatan, Bogdan Mocanu, Boyu Chen, Chang Huang, Changsheng Xu, Chong Sun, Dalong Du, David Zhang, Dawei Du, Deepak Mishra, Erhan Gundogdu, Erik Velasco-Salido, Fahad Shahbaz Khan, Francesco Battistone, Gorthi R. K. Sai Subrahmanyam, Goutam Bhat, Guan Huang, Guilherme Sousa Bastos, Guna Seetharaman, Hongliang Zhang, Houqiang Li, Huchuan Lu, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jana Noskova, Jianke Zhu, Jin Gao, Jingyu Liu, Ji-Wan Kim, João F. Henriques, José M. Martínez, Junfei Zhuang, Junliang Xing, Junyu Gao, Kai Chen, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Kris M. Kitani, Lei Zhang, Lijun Wang, Lingxiao Yang, Longyin Wen, Luca Bertinetto, Mahdieh Poostchi, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Ming-Hsuan Yang, Nianhao Xie, Ning Wang, Ondrej Miksik, Payman Moallem, Pallavi M. Venugopal, Pedro Senna, Philip H. S. Torr, Qiang Wang, Qifeng Yu, Qingming Huang, Rafael Martin Nieto, Richard Bowden, Risheng Liu, Ruxandra Tapu, Simon Hadfield, Siwei Lyu, Stuart Golodetz, Sunglok Choi, Tianzhu Zhang, Titus Zaharia, Vincenzo Santopietro, Wei Zou, Weiming Hu, Wenbing Tao, Wenbo Li, Wengang Zhou, Xianguo Yu, Xiao Bian, Yang Li, Yifan Xing, Yingruo Fan, Zheng Zhu, Zhipeng Zhang, Zhiqun He
2016	J	`jnl`	A coronary artery segmentation method based on multiscale analysis and region growing. Comput. Medical Imaging Graph. Asma Kerkeni, Asma Ben Abdallah, Antoine Manzanera, Mohamed Hedi Bedoui
2016	—	`conf`	Action-centric Polar Representation of Motion Trajectories for Online Action Recognition. VISIGRAPP (4: VISAPP) Fabio Martínez, Antoine Manzanera, Michèle Gouiffès, Thanh Phuong Nguyen
2016	J	`jnl`	Binary Distance Transform to Improve Feature Extraction. CoRR Mariane Barros Neiva, Antoine Manzanera, Odemir Martinez Bruno
2016	—	`conf`	Fast growing hough forest as a stable model for object detection. IPTA Antoine Tran, Antoine Manzanera
2016	J	`jnl`	Line and circle detection using dense one-to-one Hough transforms on greyscale images. EURASIP J. Image Video Process. Antoine Manzanera, Thanh Phuong Nguyen, Xiaolei Xu
2016	J	`jnl`	Statistical binary patterns for rotational invariant texture classification. Neurocomputing Thanh Phuong Nguyen, Ngoc-Son Vu, Antoine Manzanera
2016	J	`jnl`	Topological Attribute Patterns for texture recognition. Pattern Recognit. Lett. Thanh Phuong Nguyen, Antoine Manzanera, Walter G. Kropatsch, Xuan Son Nguyen
2016	J	`jnl`	Video Extruder: a semi-dense point tracker for extracting beams of trajectories in real time. J. Real Time Image Process. Matthieu Garrigues, Antoine Manzanera, Thierry M. Bernard
2015	—	`conf`	A Gaussian Mixture Representation of Gesture Kinematics for On-Line Sign Language Video Annotation. ISVC (2) Fabio Martínez, Antoine Manzanera, Michèle Gouiffès, Annelies Braffort
2015	—	`conf`	A versatile object tracking algorithm combining Particle Filter and Generalised Hough Transform. IPTA Antoine Tran, Antoine Manzanera
2015	—	`conf`	Noise tolerant descriptor for texture classification. IPTA Thanh Phuong Nguyen, Antoine Manzanera
2014	—	`conf`	From local descriptors to holistic models: A general framework embedding video processing and object representation. IPTA Antoine Manzanera
2014	—	`conf`	Impact of Topology-Related Attributes from Local Binary Patterns on Texture Classification. ECCV Workshops (2) Thanh Phuong Nguyen, Antoine Manzanera, Walter G. Kropatsch
2014	—	`conf`	Incorporating Two First Order Moments into LBP-Based Operator for Texture Categorization. ACCV Workshops (1) Thanh Phuong Nguyen, Antoine Manzanera
2014	—	`conf`	Representing activities with layers of velocity statistics for multiple human action recognition in surveillance applications. Video Surveillance and Transportation Imaging Applications Fabio Martínez, Antoine Manzanera, Eduardo Romero
2014	J	`jnl`	Spatial Motion Patterns: Action Models from Semi-Dense Trajectories. Int. J. Pattern Recognit. Artif. Intell. Thanh Phuong Nguyen, Antoine Manzanera, Matthieu Garrigues, Ngoc-Son Vu
2014	—	`conf`	Video++, a modern image and video processing C++ framework. DASIP Matthieu Garrigues, Antoine Manzanera
2013	B	`conf`	Action recognition using bag of features extracted from a beam of trajectories. ICIP Thanh Phuong Nguyen, Antoine Manzanera
2013	—	`conf`	Motion Trend Patterns for Action Modelling and Recognition. CAIP (1) Thanh Phuong Nguyen, Antoine Manzanera, Matthieu Garrigues
2013	—	`conf`	Revisiting LBP-Based Texture Models for Human Action Recognition. CIARP (2) Thanh Phuong Nguyen, Antoine Manzanera, Ngoc-Son Vu, Matthieu Garrigues
2012	—	`book`	En mouvement, du modèle à la puce : Pour des systèmes de vision polyvalents et performants. Antoine Manzanera
2012	—	`conf`	Real Time Semi-dense Point Tracking. ICIAR (1) Matthieu Garrigues, Antoine Manzanera
2011	—	`conf`	Local Jet Feature Space Framework for Image Processing and Representation. SITIS Antoine Manzanera
2010	C	`conf`	Ground-plane classification for robot navigation: Combining multiple cues toward a visual-based learning system. ICARCV Tobias Low, Antoine Manzanera
2010	B	`conf`	Local Jet Based Similarity for NL-Means Filtering. ICPR Antoine Manzanera
2009	J	`jnl`	Evolution of visual controllers for obstacle avoidance in mobile robotics. Evol. Intell. Renaud Barate, Antoine Manzanera
2009	J	`jnl`	High performance motion detection: some trends toward new embedded architectures for vision systems. J. Real Time Image Process. Lionel Lacassagne, Antoine Manzanera, Julien Denoulet, Alain Mérigot
2009	C	`conf`	Image Characterization from Statistical Reduction of Local Patterns. CIARP Philippe Guermeur, Antoine Manzanera
2009	B	`conf`	Motion detection: Fast and robust algorithms for embedded systems. ICIP Lionel Lacassagne, Antoine Manzanera, Antoine Dupret
2008	—	`conf`	Evolving Vision Controllers with a Two-Phase Genetic Programming System Using Imitation. SAB Renaud Barate, Antoine Manzanera
2008	A	`conf`	Generalization performance of vision based controllers for mobile robots evolved with genetic programming. GECCO Renaud Barate, Antoine Manzanera
2007	J	`jnl`	A new motion detection algorithm based on Sigma-Delta background estimation. Pattern Recognit. Lett. Antoine Manzanera, Julien C. Richefeu
2007	—	`conf`	Automatic Design of Vision-Based Obstacle Avoidance Controllers Using Genetic Programming. Artificial Evolution Renaud Barate, Antoine Manzanera
2007	C	`conf`	Sigma-Delta Background Subtraction and the Zipf Law. CIARP Antoine Manzanera
2007	—	`conf`	Ultra Fast Grey Scale Face Detection Using Vector SIMD Programming. SITIS Olivier Vermeulen, Antoine Manzanera, Lionel Lacassagne
2004	Misc	`conf`	A New Hybrid differential filter for Motion Detection. ICCVG Julien C. Richefeu, Antoine Manzanera
2004	—	`conf`	A Robust and Computationally Efficient Motion Detection Algorithm Based on Sigma-Delta Background Estimation. ICVGIP Antoine Manzanera, Julien C. Richefeu
2003	—	`conf`	A morphological dominant points detection and its cellular implementation. ISSPA (2) Julien C. Richefeu, Antoine Manzanera
2003	J	`jnl`	Metrical properties of a collection of 2D parallel thinning algorithms. Electron. Notes Discret. Math. Antoine Manzanera, Thierry M. Bernard
1999	Misc	`conf`	Improved Low Complexity Fully Parallel Thinning Algorithm. ICIAP Thierry M. Bernard, Antoine Manzanera
1999	A*	`conf`	Medial Faces from a Concise 3D Thinning Algorithm. ICCV Antoine Manzanera, Thierry M. Bernard, Françoise J. Prêteux, Bernard Longuet
1999	—	`conf`	Ultra-Fast Skeleton Based on an Isotropic Fully Parallel Algorithm. DGCI Antoine Manzanera, Thierry M. Bernard, Françoise J. Prêteux, Bernard Longuet