Matei Mancas

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 27

Top Topics

Convolutional Neural Network

Pose Estimation

Avoid Overfitting

Visual Attention

Top Venues

EAI Endorsed Trans. Creative Technol.

Publications

Miriam Doh, Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman, Matei Mancas, Hugues Bersini
Bridging Human Concepts and Computer Vision for Explainable Face Verification. CoRR (2024)
Nathan Hubens, Victor Delvigne, Matei Mancas, Bernard Gosselin, Marius Preda, Titus B. Zaharia
Induced Feature Selection by Structured Pruning. CoRR (2023)
Elias Ennadifi, Thierry Ravet, Matei Mancas, Mohammed El Amine Mokhtari, Bernard Gosselin
Enhancing VR Gaming Experience using Computational Attention Models and Eye-Tracking. IMX (2023)
Mohammed El Amine Mokhtari, Elias Ennadifi, Matei Mancas, Bernard Gosselin
ActioNet: A Lightweight Architecture for Efficient Action Recognition. VRST (2023)
Miriam Doh, Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman, Matei Mancas, Hugues Bersini
Bridging Human Concepts and Computer Vision for Explainable Face Verification. BEWARE@AI*IA (2023)
Mohamed Benkedadra, Matei Mancas, Sidi Ahmed Mahmoudi
Feedback Driven Multi Stereo Vision System for Real-Time Event Analysis. IMX (2023)
François Rocca, Madison Dave, Valérie Duvivier, Agnès Van Daele, Marc Demeuse, Antoine Derobertmasure, Matei Mancas, Bernard Gosselin
Designing an Assistance Tool for Analyzing and Modeling Trainer Activity in Professional Training Through Simulation. IMX (2023)
Nathan Hubens, Matei Mancas, Bernard Gosselin, Marius Preda, Titus B. Zaharia
One-Cycle Pruning: Pruning Convnets With Tight Training Budget. ICIP (2022)
Nathan Hubens, Matei Mancas, Bernard Gosselin, Marius Preda, Titus B. Zaharia
Improve Convolutional Neural Network Pruning by Maximizing Filter Variety. CoRR (2022)
Mohammed El Amine Mokhtari, Virginie Vandenbulcke, Sohaib Laraba, Matei Mancas, Elias Ennadifi, Mohamed Lamine Tazir, Bernard Gosselin
Semi-synthetic Data for Automatic Drone Shadow Detection. ESANN (2022)
Ratha Siv, Matei Mancas, Bernard Gosselin, Dona Valy, Sokchenda Sreng
People Tracking and Re-Identifying in Distributed Contexts: Extension Study of PoseTReID. CoRR (2022)
Nathan Hubens, Matei Mancas, Bernard Gosselin, Marius Preda, Titus B. Zaharia
Improve Convolutional Neural Network Pruning by Maximizing Filter Variety. ICIAP (1) (2022)
Nathan Hubens, Matei Mancas, Bernard Gosselin, Marius Preda, Titus B. Zaharia
One-Cycle Pruning: Pruning ConvNets Under a Tight Training Budget. CoRR (2021)
Phutphalla Kong, Matei Mancas, Bernard Gosselin, Kimtho Po
DeepRare: Generic Unsupervised Visual Attention Models. CoRR (2021)
Nathan Hubens, Matei Mancas, Bernard Gosselin, Marius Preda, Titus B. Zaharia
An Experimental Study of the Impact of Pre-training on the Pruning of a Convolutional Neural Network. CoRR (2021)
Nathan Hubens, Matei Mancas, Marc Decombas, Marius Preda, Titus B. Zaharia, Bernard Gosselin, Thierry Dutoit
An Experimental Study of the Impact of Pre-Training on the Pruning of a Convolutional Neural Network. APPIS (2020)
Ambroise Moreau, Matei Mancas, Thierry Dutoit
Unsupervised depth prediction from monocular sequences: Improving performances through instance segmentation. CRV (2020)
Ambroise Moreau, Matei Mancas, Thierry Dutoit
Depth prediction from 2D images: A taxonomy and an evaluation study. Image Vis. Comput. 93 (2020)
Alexandre Milisavljevic, Thomas Le Bras, Matei Mancas, Coralie Petermann, Bernard Gosselin, Karine Doré-Mazars
Towards a better description of visual exploration through temporal dynamic of ambient and focal modes. ETRA (2019)
Matei Mancas, Sohaib Laraba, Alessandra Bandrabur, P.-H. De Deken, Kaori Hagihara, N. Leblanc, S. B. Yengec Tasdemir, Benoît Macq, Thierry Dutoit
People Groups Analysis for AR Applications. IC3D (2018)
Alexandre Milisavljevic, Kevin Hamard, Coralie Petermann, Bernard Gosselin, Karine Doré-Mazars, Matei Mancas
Eye and Mouse Coordination During Task: From Behaviour to Prediction. VISIGRAPP (2: HUCAPP) (2018)
Phutphalla Kong, Matei Mancas, Nimol Thuon, Seng Kheang, Bernard Gosselin
Do Deep-Learning Saliency Models Really Model Saliency? ICIP (2018)
Matei Mancas, Christian Frisson, et al.
Proceedings of eNTERFACE 2015 Workshop on Intelligent Interfaces. CoRR (2018)
Alessandra Bandrabur, Laura Florea, Corneliu Florea, Matei Mancas
Late fusion of facial dynamics for automatic expression recognition. Turkish J. Electr. Eng. Comput. Sci. 25 (2017)
S. Dehem, Thierry Lejeune, G. Stoquart, Sophie Heins, B. Dehez, V. Montedoro, M. Edwards, François Rocca, P.-H. De Deken, Matei Mancas
Robotic-assisted serious game for motor and cognitive post-stroke rehabilitation. SeGAH (2017)
Pierre Marighetto, Antoine Coutrot, Nicolas Riche, Nathalie Guyader, Matei Mancas, Bernard Gosselin, Robert Laganière
Audio-visual attention: Eye-tracking dataset and analysis toolbox. ICIP (2017)
Pierre Marighetto, I. Hadj Abdelkader, S. Duzelier, Marc Decombas, Nicolas Riche, Jérémie Jakubowicz, Matei Mancas, Bernard Gosselin, Robert Laganière
FUNNRAR: Hybrid rarity/learning visual saliency. ICIP (2016)
Dounia Awad, Matei Mancas, Nicolas Riche, Vincent Courboulay, Arnaud Revel
A CBIR-based evaluation framework for visual attention models. EUSIPCO (2015)
Radu-Daniel Vatavu, Matei Mancas
Evaluating visual attention for multi-screen television: measures, toolkit, and experimental findings. Pers. Ubiquitous Comput. 19 (5-6) (2015)
Ioannis Cassagne, Nicolas Riche, Marc Decombas, Matei Mancas, Bernard Gosselin, Thierry Dutoit, Robert Laganière
Video saliency based on rarity prediction: Hyperaptor. EUSIPCO (2015)
Marc Decombas, Pierre Marighetto, Matei Mancas, Ioannis Cassagne, Nicolas Riche, Bernard Gosselin, Thierry Dutoit, Robert Laganière
An evaluation criterion of saliency models for video seam carving. MMSP (2015)
Vincent Courboulay, Matei Mancas
CuriousMind photographer: distract the robot from its initial task. EAI Endorsed Trans. Creative Technol. 2 (2) (2015)
Alessandra Bandrabur, Laura Florea, Corneliu Florea, Matei Mancas
Emotion identification by facial landmarks dynamics analysis. ICCP (2015)
François Rocca, Matei Mancas, Fabien Grisard, Julien Leroy, Thierry Ravet, Bernard Gosselin
Head pose estimation & TV Context: current technology. EAI Endorsed Trans. Creative Technol. 2 (3) (2015)
Radhwan Ben Madhkour, Matei Mancas, Thierry Dutoit
A taxonomy of camera calibration and video projection correction methods. EAI Endorsed Trans. Creative Technol. 2 (2) (2015)
Matei Mancas
Upcoming Creative Events. EAI Endorsed Trans. Creative Technol. 2 (2) (2015)
Matei Mancas
Welcome Message from the Editor-in-Chief. EAI Endorsed Trans. Creative Technol. 1 (1) (2014)
Radu-Daniel Vatavu, Matei Mancas
Visual attention measures for multi-screen TV. TVX (2014)
François Rocca, Matei Mancas, Bernard Gosselin
Head Pose Estimation by Perspective-n-Point Solution Based on 2D Markerless Face Tracking. INTETAIN (2014)
Matei Mancas, Olivier Le Meur
Memorability of natural scenes: The role of attention. ICIP (2013)
Nicolas Riche, Matei Mancas, Matthieu Duvinage, Makiese Mibulumukini, Bernard Gosselin, Thierry Dutoit
RARE2012: A multi-scale rarity-based saliency detection with its comparative statistical analysis. Signal Process. Image Commun. 28 (6) (2013)
Radhwan Ben Madhkour, Matei Mancas, Bernard Gosselin
Automatic Geometric Projector Calibration - Application to a 3D Real-time Visual Feedback. VISAPP (2) (2013)
Nicolas Riche, Matthieu Duvinage, Matei Mancas, Bernard Gosselin, Thierry Dutoit
Saliency and Human Fixations: State-of-the-Art and Study of Comparison Metrics. ICCV (2013)
Radhwan Ben Madhkour, Ludovic Burczykowski, Matei Mancas, Bernard Gosselin
Image Surround: Automatic Projector Calibration for Indoor Adaptive Projection. INTETAIN (2013)
Marc Decombas, Nicolas Riche, Frédéric Dufaux, Béatrice Pesquet-Popescu, Matei Mancas, Bernard Gosselin, Thierry Dutoit
Spatio-temporal saliency based on rare model. ICIP (2013)
Nicolas Riche, Matthieu Duvinage, Matei Mancas, Bernard Gosselin, Thierry Dutoit
A study of parameters affecting visual saliency assessment. CoRR (2013)
Makiese Mibulumukini, Nicolas Riche, Matei Mancas, Bernard Gosselin, Thierry Dutoit
Biologically plausible context recognition algorithms. ICIP (2013)
Radu-Daniel Vatavu, Matei Mancas
Interactive TV Potpourris: An Overview of Designing Multi-screen TV Installations for Home Entertainment. INTETAIN (2013)
Julien Leroy, François Rocca, Matei Mancas, Bernard Gosselin
3D Head Pose Estimation for TV Setups. INTETAIN (2013)
François Zajéga, Cécile Picard-Limpens, Julie René, Antonin Puleo, Justine Decuypere, Christian Frisson, Thierry Ravet, Matei Mancas
Medianeum: Gesture-Based Ergonomic Interaction. INTETAIN (2013)
Julien Leroy, François Rocca, Matei Mancas, Radhwan Ben Madhkour, Fabien Grisard, Tomás Kliegr, Jaroslav Kuchar, Jakub Vit, Ivan Pirner, Petr Zimmermann
KINterestTV - Towards Non-invasive Measure of User Interest While Watching TV. eNTERFACE (2013)
Julien Leroy, François Rocca, Matei Mancas, Bernard Gosselin
Second screen interaction: an approach to infer tv watcher's interest using 3d head pose estimation. WWW (Companion Volume) (2013)
Nicolas Riche, Matei Mancas, Dubravko Culibrk, Vladimir S. Crnojevic, Bernard Gosselin, Thierry Dutoit
Dynamic Saliency Models and Human Attention: A Comparative Study on Videos. ACCV (3) (2012)
Nicolas Riche, Matei Mancas, Bernard Gosselin, Thierry Dutoit
Rare: A new bottom-up saliency model. ICIP (2012)
Dorothea Tsatsou, Lyndon J. B. Nixon, Matei Mancas, Miroslav Vacura, Rüdiger Klein, Julien Leroy, Jaroslav Kuchar, Tomás Kliegr, Manuel Kober, Maria Loli, Vasileios Mezaris
Contextualised user profiling in networked media environments. UMAP Workshops (2012)
Fiora Pirri, Matia Pizzoli, Matei Mancas
Human-Motion Saliency in Complex Scenes. Gesture Workshop (2011)
Matei Mancas, Nicolas Riche, Julien Leroy, Bernard Gosselin
Abnormal motion selection in crowds using bottom-up saliency. ICIP (2011)
Nicolas Riche, Matei Mancas, Bernard Gosselin, Thierry Dutoit
3D Saliency for Abnormal Motion Selection: The Role of the Depth Map. ICVS (2011)
Harmish Khambhaita, Geert-Jan M. Kruijff, Matei Mancas, Mario Gianni, Panagiotis Papadakis, Fiora Pirri, Matia Pizzoli
Help Me to Help You: How to Learn Intentions, Actions and Plans. AAAI Spring Symposium: Help Me Help You: Bridging the Gaps in Human-Agent Collaboration (2011)
Julien Leroy, Nicolas Riche, François Zajéga, Matei Mancas, Joëlle Tilmanne, Bernard Gosselin, Thierry Dutoit
The Attentive Machine: Be Different! INTETAIN (2011)
Matei Mancas, Nicolas Riche, Julien Leroy, Bernard Gosselin, Thierry Dutoit
Toward a Social Attentive Machine. AAAI Fall Symposium: Robot-Human Teamwork in Dynamic Adverse Environment (2011)
Matei Mancas, Fiora Pirri, Matia Pizzoli
From Saliency to Eye Gaze: Embodied Visual Selection for a Pan-Tilt-Based Robotic Head. ISVC (1) (2011)
Matei Mancas
Attention-based dense crowds analysis. WIAMIS (2010)
Matei Mancas, Donald Glowinski, Gualtiero Volpe, Paolo Coletta, Antonio Camurri
Gesture Saliency: A Context-Aware Analysis. Gesture Workshop (2009)
Matei Mancas, Donald Glowinski, Gualtiero Volpe, Antonio Camurri, Pierre Bretéché, Jonathan Demeyer, Thierry Ravet, Paolo Coletta
Real-time motion attention and expressive gesture interfaces. J. Multimodal User Interfaces 2 (3-4) (2008)
Matei Mancas
Relative Influence of Bottom-Up and Top-Down Attention. WAPCV (2008)
Matei Mancas, Bernard Gosselin, Benoît Macq
Perceptual Image Representation. EURASIP J. Image Video Process. 2007 (2007)
Konstantinos Moustakas, Dimitrios Tzovaras, Michael G. Strintzis, Sébastien Carbini, Olivier Bernier, Jean-Emmanuel Viallet, Stephan Raidt, Matei Mancas, Mariella Dimiccoli, Enver Yagci, Serdar Balci, Eloisa Ibanez Leon
Masterpiece: Physical Interaction and 3D Content-Based Search in VR Applications. IEEE Multim. 13 (3) (2006)
Matei Mancas, Céline Mancas-Thillou, Bernard Gosselin, Benoît Macq
A Rarity-Based Visual Attention Map - Application to Texture Description. ICIP (2006)
Matei Mancas, Bernard Gosselin, Benoît Macq
Segmentation using a region-growing thresholding. Image Processing: Algorithms and Systems (2006)
Matei Mancas, Bernard Gosselin, Benoît Macq
Fast and Automatic Tumoral Area Localisation using Symmetry. ICASSP (2) (2005)
Céline Mancas-Thillou, Matei Mancas, Bernard Gosselin
Camera-based Degraded Character Segmentation into Individual Components. ICDAR (2005)
Matei Mancas, Bernard Gosselin, Benoît Macq
Automatic Fast Detection of Tumor Suspect Areas on CT Scan. IEEE Visualization (2004)
Matei Mancas, Bernard Gosselin
Towards an automatic tumor segmentation using iterative watersheds. Medical Imaging: Image Processing (2004)