Towards an automatic tumor segmentation using iterative watersheds. - Matei Mancas; Bernard Gosselin (Image Processing, 2004)

Automatic Fast Detection of Tumor Suspect Areas on CT Scan. - Matei Mancas; Bernard Gosselin; Benoît Macq (IEEE Visualization, 2004)

Fast and Automatic Tumoral Area Localisation using Symmetry. - Matei Mancas; Bernard Gosselin; Benoît Macq (ICASSP (2), 2005)

Camera-based Degraded Character Segmentation into Individual Components. - Céline Mancas-Thillou; Matei Mancas; Bernard Gosselin (ICDAR, 2005)

A Rarity-Based Visual Attention Map - Application to Texture Description. - Matei Mancas; Céline Mancas-Thillou; Bernard Gosselin; Benoît Macq (ICIP, 2006)

Segmentation using a region-growing thresholding. - Matei Mancas; Bernard Gosselin; Benoît Macq (Image Processing: Algorithms and Systems, 2006)

Masterpiece: Physical Interaction and 3D Content-Based Search in VR Applications. - 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 (IEEE Multim., 2006)

Perceptual Image Representation. - Matei Mancas; Bernard Gosselin; Benoît Macq (EURASIP J. Image Video Process., 2007)

Relative Influence of Bottom-Up and Top-Down Attention. - Matei Mancas (WAPCV, 2008)

Real-time motion attention and expressive gesture interfaces. - Matei Mancas; Donald Glowinski; Gualtiero Volpe; Antonio Camurri; Pierre Bretéché; Jonathan Demeyer; Thierry Ravet; Paolo Coletta (J. Multimodal User Interfaces, 2008)

Gesture Saliency: A Context-Aware Analysis. - Matei Mancas; Donald Glowinski; Gualtiero Volpe; Paolo Coletta; Antonio Camurri (Gesture Workshop, 2009)

Attention-based dense crowds analysis. - Matei Mancas (WIAMIS, 2010)

Toward a Social Attentive Machine. - Matei Mancas; Nicolas Riche; Julien Leroy 001; Bernard Gosselin; Thierry Dutoit (AAAI Fall Symposium: Robot-Human Teamwork in Dynamic Adverse Environment, 2011)

Help Me to Help You: How to Learn Intentions, Actions and Plans. - Harmish Khambhaita; Geert-Jan M. Kruijff; Matei Mancas; Mario Gianni; Panagiotis Papadakis; Fiora Pirri; Matia Pizzoli (AAAI Spring Symposium: Help Me Help You: Bridging the Gaps in Human-Agent Collaboration, 2011)

Human-Motion Saliency in Complex Scenes. - Fiora Pirri; Matia Pizzoli; Matei Mancas (Gesture Workshop, 2011)

Abnormal motion selection in crowds using bottom-up saliency. - Matei Mancas; Nicolas Riche; Julien Leroy 001; Bernard Gosselin (ICIP, 2011)

3D Saliency for Abnormal Motion Selection: The Role of the Depth Map. - Nicolas Riche; Matei Mancas; Bernard Gosselin; Thierry Dutoit (ICVS, 2011)

The Attentive Machine: Be Different! - Julien Leroy 001; Nicolas Riche; François Zajéga; Matei Mancas; Joëlle Tilmanne; Bernard Gosselin; Thierry Dutoit (INTETAIN, 2011)

From Saliency to Eye Gaze: Embodied Visual Selection for a Pan-Tilt-Based Robotic Head. - Matei Mancas; Fiora Pirri; Matia Pizzoli (ISVC (1), 2011)

Dynamic Saliency Models and Human Attention: A Comparative Study on Videos. - Nicolas Riche; Matei Mancas; Dubravko Culibrk; Vladimir S. Crnojevic; Bernard Gosselin; Thierry Dutoit (ACCV (3), 2012)

Rare: A new bottom-up saliency model. - Nicolas Riche; Matei Mancas; Bernard Gosselin; Thierry Dutoit (ICIP, 2012)

Contextualised user profiling in networked media environments. - Dorothea Tsatsou; Lyndon J. B. Nixon; Matei Mancas; Miroslav Vacura; Rüdiger Klein; Julien Leroy 001; Jaroslav Kuchar; Tomás Kliegr; Manuel Kober; Maria Loli; Vasileios Mezaris (UMAP Workshops, 2012)

Saliency and Human Fixations: State-of-the-Art and Study of Comparison Metrics. - Nicolas Riche; Matthieu Duvinage; Matei Mancas; Bernard Gosselin; Thierry Dutoit (ICCV, 2013)

Spatio-temporal saliency based on rare model. - Marc Decombas; Nicolas Riche; Frédéric Dufaux; Béatrice Pesquet-Popescu; Matei Mancas; Bernard Gosselin; Thierry Dutoit (ICIP, 2013)

Memorability of natural scenes: The role of attention. - Matei Mancas; Olivier Le Meur (ICIP, 2013)

Biologically plausible context recognition algorithms. - Makiese Mibulumukini; Nicolas Riche; Matei Mancas; Bernard Gosselin; Thierry Dutoit (ICIP, 2013)

KINterestTV - Towards Non-invasive Measure of User Interest While Watching TV. - Julien Leroy 001; François Rocca; Matei Mancas; Radhwan Ben Madhkour; Fabien Grisard; Tomás Kliegr; Jaroslav Kuchar; Jakub Vit; Ivan Pirner; Petr Zimmermann (eNTERFACE, 2013)

3D Head Pose Estimation for TV Setups. - Julien Leroy 001; François Rocca; Matei Mancas; Bernard Gosselin (INTETAIN, 2013)

Image Surround: Automatic Projector Calibration for Indoor Adaptive Projection. - Radhwan Ben Madhkour; Ludovic Burczykowski; Matei Mancas; Bernard Gosselin (INTETAIN, 2013)

Interactive TV Potpourris: An Overview of Designing Multi-screen TV Installations for Home Entertainment. - Radu-Daniel Vatavu; Matei Mancas (INTETAIN, 2013)

Medianeum: Gesture-Based Ergonomic Interaction. - François Zajéga; Cécile Picard-Limpens; Julie René; Antonin Puleo; Justine Decuypere; Christian Frisson; Thierry Ravet; Matei Mancas (INTETAIN, 2013)

Automatic Geometric Projector Calibration - Application to a 3D Real-time Visual Feedback. - Radhwan Ben Madhkour; Matei Mancas; Bernard Gosselin (VISAPP (2), 2013)

Second screen interaction: an approach to infer tv watcher's interest using 3d head pose estimation. - Julien Leroy 001; François Rocca; Matei Mancas; Bernard Gosselin (WWW (Companion Volume), 2013)

A study of parameters affecting visual saliency assessment. - Nicolas Riche; Matthieu Duvinage; Matei Mancas; Bernard Gosselin; Thierry Dutoit (CoRR, 2013)

RARE2012: A multi-scale rarity-based saliency detection with its comparative statistical analysis. - Nicolas Riche; Matei Mancas; Matthieu Duvinage; Makiese Mibulumukini; Bernard Gosselin; Thierry Dutoit (Signal Process. Image Commun., 2013)

Head Pose Estimation by Perspective-n-Point Solution Based on 2D Markerless Face Tracking. - François Rocca; Matei Mancas; Bernard Gosselin (INTETAIN, 2014)

Visual attention measures for multi-screen TV. - Radu-Daniel Vatavu; Matei Mancas (TVX, 2014)

Welcome Message from the Editor-in-Chief. - Matei Mancas (EAI Endorsed Trans. Creative Technol., 2014)

A CBIR-based evaluation framework for visual attention models. - Dounia Awad; Matei Mancas; Nicolas Riche; Vincent Courboulay; Arnaud Revel (EUSIPCO, 2015)

Video saliency based on rarity prediction: Hyperaptor. - Ioannis Cassagne; Nicolas Riche; Marc Decombas; Matei Mancas; Bernard Gosselin; Thierry Dutoit; Robert Laganière (EUSIPCO, 2015)

Emotion identification by facial landmarks dynamics analysis. - Alessandra Bandrabur; Laura Florea; Corneliu Florea; Matei Mancas (ICCP, 2015)

An evaluation criterion of saliency models for video seam carving. - Marc Decombas; Pierre Marighetto; Matei Mancas; Ioannis Cassagne; Nicolas Riche; Bernard Gosselin; Thierry Dutoit; Robert Laganière (MMSP, 2015)

CuriousMind photographer: distract the robot from its initial task. - Vincent Courboulay; Matei Mancas (EAI Endorsed Trans. Creative Technol., 2015)

A taxonomy of camera calibration and video projection correction methods. - Radhwan Ben Madhkour; Matei Mancas; Thierry Dutoit (EAI Endorsed Trans. Creative Technol., 2015)

Upcoming Creative Events. - Matei Mancas (EAI Endorsed Trans. Creative Technol., 2015)

Head pose estimation & TV Context: current technology. - François Rocca; Matei Mancas; Fabien Grisard; Julien Leroy 001; Thierry Ravet; Bernard Gosselin (EAI Endorsed Trans. Creative Technol., 2015)

Evaluating visual attention for multi-screen television: measures, toolkit, and experimental findings. - Radu-Daniel Vatavu; Matei Mancas (Pers. Ubiquitous Comput., 2015)

FUNNRAR: Hybrid rarity/learning visual saliency. - Pierre Marighetto; I. Hadj Abdelkader; S. Duzelier; Marc Decombas; Nicolas Riche; Jérémie Jakubowicz; Matei Mancas; Bernard Gosselin; Robert Laganière (ICIP, 2016)

Audio-visual attention: Eye-tracking dataset and analysis toolbox. - Pierre Marighetto; Antoine Coutrot; Nicolas Riche; Nathalie Guyader; Matei Mancas; Bernard Gosselin; Robert Laganière (ICIP, 2017)

Robotic-assisted serious game for motor and cognitive post-stroke rehabilitation. - Stéphanie Dehem; Thierry Lejeune; Gaetan Stoquart; Sophie Heins; Bruno Dehez; Vincenza Montedoro; Martin Edwards; François Rocca; Pierre-Henri De Deken; Matei Mancas (SeGAH, 2017)

Late fusion of facial dynamics for automatic expression recognition. - Alessandra Bandrabur; Laura Florea; Corneliu Florea; Matei Mancas (Turkish J. Electr. Eng. Comput. Sci., 2017)

Eye and Mouse Coordination During Task: From Behaviour to Prediction. - Alexandre Milisavljevic; Kevin Hamard; Coralie Petermann; Bernard Gosselin; Karine Doré-Mazars; Matei Mancas (VISIGRAPP (2: HUCAPP), 2018)

People Groups Analysis for AR Applications. - Matei Mancas; Sohaib Laraba; Alessandra Bandrabur; P.-H. De Deken; Kaori Hagihara; N. Leblanc; Sena Busra Yengec Tasdemi; Benoît Macq; Thierry Dutoit (IC3D, 2018)

Do Deep-Learning Saliency Models Really Model Saliency? - Phutphalla Kong; Matei Mancas; Nimol Thuon; Seng Kheang; Bernard Gosselin (ICIP, 2018)

Proceedings of eNTERFACE 2015 Workshop on Intelligent Interfaces. - Matei Mancas; Christian Frisson; et al. (CoRR, 2018)

Towards a better description of visual exploration through temporal dynamic of ambient and focal modes. - Alexandre Milisavljevic; Thomas Le Bras; Matei Mancas; Coralie Petermann; Bernard Gosselin; Karine Doré-Mazars (ETRA, 2019)

An Experimental Study of the Impact of Pre-Training on the Pruning of a Convolutional Neural Network. - Nathan Hubens; Matei Mancas; Marc Decombas; Marius Preda; Titus Zaharia; Bernard Gosselin; Thierry Dutoit (APPIS, 2020)

Unsupervised depth prediction from monocular sequences: Improving performances through instance segmentation. - Ambroise Moreau; Matei Mancas; Thierry Dutoit (CRV, 2020)

Visual Attention: Deep Rare Features. - Matei Mancas; Phutphalla Kong; Bernard Gosselin (CoRR, 2020)

Depth prediction from 2D images: A taxonomy and an evaluation study. - Ambroise Moreau; Matei Mancas; Thierry Dutoit (Image Vis. Comput., 2020)

One-Cycle Pruning: Pruning ConvNets Under a Tight Training Budget. - Nathan Hubens; Matei Mancas; Bernard Gosselin; Marius Preda; Titus Zaharia (CoRR, 2021)

DeepRare: Generic Unsupervised Visual Attention Models. - Phutphalla Kong; Matei Mancas; Bernard Gosselin; Kimtho Po (CoRR, 2021)

An Experimental Study of the Impact of Pre-training on the Pruning of a Convolutional Neural Network. - Nathan Hubens; Matei Mancas; Bernard Gosselin; Marius Preda; Titus Zaharia (CoRR, 2021)

Semi-synthetic Data for Automatic Drone Shadow Detection. - Mohammed El Amine Mokhtari; Virginie Vandenbulcke; Sohaib Laraba; Matei Mancas; Elias Ennadifi; Mohamed Lamine Tazir; Bernard Gosselin (ESANN, 2022)

Improve Convolutional Neural Network Pruning by Maximizing Filter Variety. - Nathan Hubens; Matei Mancas; Bernard Gosselin; Marius Preda; Titus Zaharia (ICIAP (1), 2022)

One-Cycle Pruning: Pruning Convnets With Tight Training Budget. - Nathan Hubens; Matei Mancas; Bernard Gosselin; Marius Preda; Titus Zaharia (ICIP, 2022)

People Tracking and Re-Identifying in Distributed Contexts: Extension Study of PoseTReID. - Ratha Siv; Matei Mancas; Bernard Gosselin; Dona Valy; Sokchenda Sreng (CoRR, 2022)

Bridging Human Concepts and Computer Vision for Explainable Face Verification. - Miriam Doh; Caroline Mazini Rodrigues; Nicolas Boutry; Laurent Najman; Matei Mancas; Hugues Bersini (BEWARE@AI*IA, 2023)

Feedback Driven Multi Stereo Vision System for Real-Time Event Analysis. - Mohamed Benkedadra; Matei Mancas; Sidi Ahmed Mahmoudi (IMX, 2023)

Enhancing VR Gaming Experience using Computational Attention Models and Eye-Tracking. - Elias Ennadifi; Thierry Ravet; Matei Mancas; Mohammed El Amine Mokhtari; Bernard Gosselin (IMX, 2023)

Designing an Assistance Tool for Analyzing and Modeling Trainer Activity in Professional Training Through Simulation. - François Rocca; Madison Dave; Valérie Duvivier; Agnès Van Daele; Marc Demeuse; Antoine Derobertmasure; Matei Mancas; Bernard Gosselin (IMX, 2023)

ActioNet: A Lightweight Architecture for Efficient Action Recognition. - Mohammed El Amine Mokhtari; Elias Ennadifi; Matei Mancas; Bernard Gosselin (VRST, 2023)

Induced Feature Selection by Structured Pruning. - Nathan Hubens; Victor Delvigne; Matei Mancas; Bernard Gosselin; Marius Preda; Titus Zaharia (CoRR, 2023)

CIA: Controllable Image Augmentation Framework Based on Stable Diffusion. - Mohamed Benkedadra; Dany Rimez; Tiffanie Godelaine; Natarajan Chidambaram; Hamed Razavi Khosroshahi; Horacio Tellez; Matei Mancas; Benoît Macq; Sidi Ahmed Mahmoudi (MIPR, 2024)

When Algorithms Play Favorites: Lookism in the Generation and Perception of Faces. - Miriam Doh; Aditya Gulati; Matei Mancas; Nuria Oliver (EWAF, 2025)

Found in Translation: semantic approaches for enhancing AI interpretability in face verification. - Miriam Doh; Caroline Mazini Rodrigues; Nicolas Boutry; Laurent Najman; Matei Mancas; Bernard Gosselin (CoRR, 2025)