 | Hubens, N., Mancas, M., Gosselin, B., Preda, M., & Zaharia, T. (November 2022). FasterAI: A Lightweight Library for Neural Networks Compression. Electronics, 11 (22), 3789. doi:10.3390/electronics11223789  Peer reviewed |
| Hubens, N., Mancas, M., Gosselin, B., Preda, M., & Zaharia, T. (2022). One-Cycle Pruning: Pruning Convnets With Tight Training Budget. 2022 IEEE International Conference on Image Processing (ICIP). doi:10.1109/icip46576.2022.9897980 Peer reviewed |
 | Mokhtari, M. E. A., Vandenbulcke, V., Laraba, S., Mancas, M., Ennadifi, E., Tazir, M., & Gosselin, B. (2022). Semi-synthetic Data for Automatic Drone Shadow Detection. ESANN. Peer reviewed |
| Kong, P., Mancas, M., Gosselin, B., & Po, K. (June 2022). DeepRare: Generic Unsupervised Visual Attention Models. Electronics, 11 (11), 1696. doi:10.3390/electronics11111696 Peer reviewed |
| Benkedadra, M., Mahmoudi, S., & Mancas, M. (30 March 2022). Real time, Explainable, and Edge Deployable AI for Securing Public Environments and Construction Sites. Poster session presented at INFORTECH Day, Mons, Belgium. |
| Benkedadra, M., Mahmoudi, S., & Mancas, M. (30 March 2022). Real time, Explainable, and Edge Deployable AI for Securing Public Environments and Construction Sites. Poster session presented at INFORTECH Day, Mons, Belgium. |
Hubens, N., Mancas, M., Gosselin, B., Preda, M., & Zaharia, T. (2022). Improve Convolutional Neural Network Pruning by Maximizing Filter Variety. In S. Sclaroff (Ed.), Image Analysis and Processing – ICIAP 2022 - 21st International Conference, 2022, Proceedings. Springer Science and Business Media Deutschland GmbH. doi:10.1007/978-3-031-06427-2_32 Peer reviewed |
Siv, R., Mancas, M., Gosselin, B., Valy, D., & Sreng, S. (2022). People Tracking and Re-Identifying in Distributed Contexts: Extension Study of PoseTReID. In M. Facta (Ed.), Proceedings - 9th International Conference on Electrical Engineering, Computer Science and Informatics, EECSI 2022. Institute of Electrical and Electronics Engineers Inc. doi:10.23919/EECSI56542.2022.9946587 Peer reviewed |
Hubens, N., Mancas, M., Gosselin, B., Preda, M., & Zaharia, T. (25 November 2021). Introduction to Compression Techniques for Lighter Neural Networks. Paper presented at Workshop Energy4Climate, Paris, France. Peer reviewed |
| Hubens, N., Mancas, M., Gosselin, B., Preda, M., & Zaharia, T. (2021). Fake-Buster: A Lightweight Solution for Deepfake Detection. Proceedings of SPIE: The International Society for Optical Engineering. Peer reviewed |
| Hubens, N., Mancas, M., Gosselin, B., Preda, M., & Zaharia, T. (2021). One-Cycle Pruning: Pruning ConvNets Under a Tight Training Budget. Paper presented at Sparsity in Neural Networks: Advancing Understanding and Practice, Remote, NULL. |
Siv, R., Mancas, M., Seng, S., Chhun, S., & Gosselin, B. (2020). People Tracking and Re-Identifying in Distributed Contexts: PoseTREID Framework and Dataset. Paper presented at International Conference on Information Technology and Electrical Engineering, Yogyarkarta, Indonesia. |
| Moreau, A., Mancas, M., & Dutoit, T. (2020). Unsupervised depth prediction from monocular sequences:Improving performances through instance segmentation. Paper presented at Canadian Conference on Computer and Robot Vision, Ottawa, Canada. |
Mancas, M., Kong, P., Gosselin, B., & Seng, S. (2020). Visual Attention: Deep Rare Features. Paper presented at International Conference on Imaging, Vision & Pattern Recognition (ICVPR), Fukuoka, Japan. |
Hubens, N., Mancas, M., Gosselin, B., Decombas, M., Preda, M., Zaharia, T., & Dutoit, T. (2020). An Experimental Study of the Impact of Pre-Training on the Pruning of a Convolutional Neural Network. Paper presented at APPIS 2020: Proceedings of the 3rd International Conference on Applications of Intelligent Systems, Las Palmas de Gran Canaria, Spain. |
| Moreau, A., Mancas, M., & Dutoit, T. (2019). Depth prediction from 2D images: A taxonomy and an evaluation study. Image and Vision Computing. Peer Reviewed verified by ORBi |
Milisavljevic, A., Le Bras, T., Mancas, M., Petermann, C., Gosselin, B., & Doré-Mazars, K. (2019). Towards a better description of visual exploration through temporal dynamic of ambient and focal modes. Paper presented at ACM Symposium on Eye Tracking Research & Applications, Denver, United States - Colorado. |
| Kong, P., Mancas, M., Nimol, T., Gosselin, B., & seng, K. (2018). DO DEEP-LEARNING SALIENCY MODELS REALLY MODEL SALIENCY? Paper presented at IEEE International Conference on Image Processing, Athens, Greece. |
| Mancas, M., Laraba, S., Bandrabur, A., De Deken, P.-H., Hagihara, K., Leblanc, N., Yengec Tasdemir, S. B., Macq, B., & Dutoit, T. (2018). PEOPLE GROUPS ANALYSIS FOR AR APPLICATIONS. Paper presented at International Conference on 3D Imaging, Bruxelles, Belgium. |
| Milisavljevic, A., Hammard, A., Petermann, C., Gosselin, B., Doré-Mazars, K., & Mancas, M. (2018). Eye and Mouse coordination during task: from behaviour to prediction. Paper presented at Conference on Human Computer Interaction Theory and Application, Madeira, Portugal. |
| Kong, P., Mancas, M., Gosselin, B., & seng, K. (2018). Generic and Effective Visual Attention. Paper presented at International Conference on Pattern Recognition and Artificial Intelligence, Montreal, Canada. |
| Rocca, F., De Deken, P.-H., Bandrabur, A., & Mancas, M. (2018). Enter the ROBiGAME: Serious game for stroke patients with upper limbs rehabilitation. Paper presented at Proceedings of the 10th International Summer Workshop on Multimodal Interfaces - eNTERFACE'15, Mons, Belgium. |
| Mancas, M., & Frisson, C. (2018). Proceedings of eNTERFACE 2015 Workshop on Intelligent Interfaces. Paper presented at Proceedings of the 10th International Summer Workshop on Multimodal Interfaces - eNTERFACE'15, Mons, Belgium. |
Rollus, O., & Mancas, M. (2017). On est pas couchés. |
| Marighetto, P., Coutrot, A., Riche, N., Guyader, N., Mancas, M., Gosselin, B., & Laganière, R. (2017). Audio-Visual Attention: Eye-Tracking Dataset and Analysis Toolbox. Paper presented at IEEE International Conference on Image Processing, Beijing, China. |
| Moreau, A., Mancas, M., & Dutoit, T. (2017). A Robust Quality Measure for Quality-Guided 2D Phase Unwrapping Algorithms Based on Histogram Processing. Paper presented at Irish Machine Vision and Image Processing Conference, Maynooth, Ireland. |
Milisavljevic, A., Doré-Mazars, K., Gosselin, B., Mancas, M., & Petermann, C. (2017). What scroll can teach us about web users? Paper presented at European Conference on Visual Perception, Berlin, Germany. |
| Bandrabur, A., Florea, L., Florea, C., & Mancas, M. (30 July 2017). Late fusion of facial dynamics for automatic expression recognition. Turkish Journal of Electrical Engineering and Computer Sciences, 25 (4), 2696-2707. Peer Reviewed verified by ORBi |
Mancas, M., & Souris, S. (2017). Ces 10 machines vont changer votre vie. L'Echo. |
| Heins, S., Dehem, S., Montedoro, V., Rocca, F., De Deken, P.-H., Edwards, M., Dehez, B., Mancas, M., Stoquart, G., & Lejeune, T. (2017). Robotic-assisted serious game for motor and cognitive post-stroke rehabilitation. Paper presented at International Conference on Serious Games and Applications for Health, Perth, Australia. |
Mancas, M., & GAUDEFROY, A. G. (2017). BigBooster : 20 start-up s'envolent cette semaine pour Boston. Les Echos Entrepreneurs. |
Leblud, H., & Mancas, M. (2017). Les Montois d'Itteniton lisent dans vos yeaux. L'Echo. |
Mancas, M. (2016). Adrexo propose d'améliorer (en amont) l'impact des imprimés publicitaires grâce à l'eye-tracking. OffreMedia. |
Roy, F., & Mancas, M. (2016). Adrexo se lance dans l'oculométrie prédictive. CBNews. |
Gavard, E., & Mancas, M. (2016). «IL RESTE TOUT À FAIRE SUR LE PROSPECTUS». Strategies.fr. |
| Marighetto, P., Hadj Abdelkader, I., Duzelier, S., Decombas, M., Riche, N., Jakubowicz, J., Mancas, M., Gosselin, B., & Laganière, R. (2016). FuNNRar: Hybrid Rarity/Learning Visual Saliency. Paper presented at IEEE International Conference on Image Processing, Phoenix, United States - Arizona. |
| Mancas, M., & Le Meur, O. (2016). Applications of Saliency Models. In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), & J. Taylor (Ed.), From Human Attention to Computational Attention - A Multidisciplinary Approach (pp. 331-377). Springer Series in Cognitive and Neural Systems. |
| Leroy, J., Riche, N., & Mancas, M. (2016). Toward 3D Visual Saliency Modeling. In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), & J. Taylor (Ed.), From Human Attention to Computational Attention - A Multidisciplinary Approach (pp. 305-330). Springer Series in Cognitive and Neural Systems. |
| Riche, N., & Mancas, M. (2016). Bottom-Up Saliency Models for Still Images: A Practical Review. In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), & J. Taylor (Ed.), From Human Attention to Computational Attention - A Multidisciplinary Approach. Springer Series in Cognitive and Neural Systems. |
| Mancas, M., Riche, N., & Ferrera, V. (2016). The Future of Attention Models: Information Seeking and Self-awareness. In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), & J. Taylor (Ed.), From Human Attention to Computational Attention - A Multidisciplinary Approach. Springer Series in Cognitive and Neural Systems. |
| Mancas, M. (2016). Modeling Attention in Engineering. In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), & J. Taylor (Ed.), From Human Attention to Computational Attention - A Multidisciplinary Approach (pp. 105-121). Springer Series in Cognitive and Neural Systems. |
| Mancas, M., & Ferrera, V. (2016). How to Measure Attention? In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), & J. Taylor (Ed.), From Human Attention to Computational Attention - A Multidisciplinary Approach (pp. 21-38). Springer Series in Cognitive and Neural Systems. |
| Mancas, M. (2016). What Is Attention? In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), & J. Taylor (Ed.), From Human Attention to Computational Attention - A Multidisciplinary Approach (pp. 9-20). Springer Series in Cognitive and Neural Systems. |
| Riche, N., & Mancas, M. (2016). Bottom-Up Saliency Models for Videos: A Practical Review. In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), & J. Taylor (Ed.), From Human Attention to Computational Attention - A Multidisciplinary Approach. Springer Series in Cognitive and Neural Systems. |
| Mancas, M., Ferrera, V., & Riche, N. (2016). Why Do Computers Need Attention? In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), & J. Taylor (Ed.), From Human Attention to Computational Attention - A Multidisciplinary Approach (pp. 1-6). Springer Series in Cognitive and Neural Systems. |
Mancas, M., Ferrera, V., Riche, N., Taylor, J. G., Mancas, M. (Ed.), Ferrera, V. (Ed.), Riche, N. (Ed.), & Taylor, J. (Ed.). (2016). From Human Attention to Computational Attention: A Multidisciplinary Approach. Springer Series in Cognitive and Neural Systems. |
Leroy, C., & Mancas, M. (2016). À L'AUBE DU SIXIÈME SENS. Le Vif. |
| Decombas, M., Marighetto, P., Mancas, M., Cassagne, I., Riche, N., Gosselin, B., Dutoit, T., & Laganière, R. (2015). An Evaluation Criterion of Saliency Models for Video Seam Carving. Paper presented at 7th IEEE International Workshop on Multimedia Signal Processing (MMSP2015), Xiamen, China. |
| Leroy, J., Riche, N., Mancas, M., & Gosselin, B. (2015). 3D Saliency Based on Supervoxels Rarity in Point Clouds. Paper presented at Symposium on Attention in Cognitive Systems, Hamburg, Germany. |
| Courboulay, V., & Mancas, M. (2015). CuriousMind photographer: distract the robot from its initial task. EAI Endorsed Transactions on Creative Technologies. Peer Reviewed verified by ORBi |
| Awad, D., Mancas, M., Riche, N., Courboulay, V., & Revel, A. (2015). A CBIR-based evaluation framework for visual attention models. Paper presented at 23rd European Signal Processing Conference (EUSIPCO 2015), Nice, France. |
| Bandrabur, A., Florea, L., Florea, C., & Mancas, M. (2015). Emotion identification by facial landmarks dynamics analysis. Paper presented at IEEE Intelligent Computer Communication and Processing (ICCP), Cluj-Napoca, Romania. |
Le Meur, O., & Mancas, M. (2015). Computational Models of Visual Attention and Applications. In Biologically Inspired Computer Vision: Fundamentals and Applications (pp. 21). WileyVCH Verlag GmbH & Co. KGaA. |
| Cassagne, I., Riche, N., Decombas, M., Mancas, M., Gosselin, B., Dutoit, T., & Laganière, R. (2015). Video saliency based on rarity prediction: HYPERAPTOR. Paper presented at 23rd European Signal Processing Conference (EUSIPCO 2015), Nice, France. |
| Vatavu, R.-D., & Mancas, M. (25 August 2015). Evaluating visual attention for multi-screen television: measures, toolkit, and experimental findings. Personal and Ubiquitous Computing, 19, 781-801. Peer Reviewed verified by ORBi |
| Ben Madhkour, R., Mancas, M., & Dutoit, T. (2015). A taxonomy of camera calibration and video projection correction methods. EAI Endorsed Transactions on Creative Technologies. Peer Reviewed verified by ORBi |
| Rocca, F., De Deken, P.-H., Grisard, F., Mancas, M., & Gosselin, B. (2015). Real-Time Marker-Less Implicit Behavior Tracking for User Profiling in a TV Context. Paper presented at 28th International Conference on Computer Animation and Social Agents (CASA 2015), Singapour, Singapore. |
| Rocca, F., Mancas, M., Grisard, F., Leroy, J., Ravet, T., & Gosselin, B. (2015). Head pose estimation & TV Context: current technology. EAI Endorsed Transactions on Creative Technologies. Peer Reviewed verified by ORBi |
| Vatavu, R.-D., & Mancas, M. (2014). Visual Attention Measures for Multi-screen TV. Paper presented at acm international conference on interactive experiences for tv and online video, Newcastle, United Kingdom. |
| Frisson, C., Riche, N., Coutrot, A., Delestage, C.-A., Dupont, S., Ferhat, O., Guyade, N., Mahmoudi, S., Mancas, M., Mital, P. K., Ech aniz, A. P., Rocca, F., Rochette, A., & Yvart, W. (2014). Auracle: how are salient cues situated in audiovisual content? The 10th International Summer Workshop on Multimedia Interfaces. |
Tsatsou, D., Mancas, M., Kuchar, J., Nixon, L., Vacura, M., Leroy, J., Rocca, F., & Mezaris, V. (2014). When TV meets the Web: towards personalised digital media. In Semantic Multimedia Analysis and Processing. CRC Press. |
| Rocca, F., Mancas, M., & Gosselin, B. (2014). Head Pose Estimation by Perspective-n-Point Solution Based on 2D Markerless Face Tracking. In Intelligent Technologies for Interactive Entertainment. Reidsma, Dennis. |
| Leroy, J., Riche, N., Mancas, M., Gosselin, B., & Dutoit, T. (2014). SuperRare: an Object-oriented Saliency Algorithm Based on Superpixels Rarity. Paper presented at IEEE International Conference on Robotics and Automation (ICRA 2014), Hong Kong, China. |
Mancas, M., Rocca, F., Grisard, F., Tsatsou, D., Kliegr, T., Kuchar, J., & Stein, D. (2014). Contextualisation solution and implementation: Deliverable D4.6 FP7 project LinkedTV. |
Mancas, M. (2014). Rapport semestre 3 Projet Predattor. |
Mancas, M. (2014). Rapport année 2 Projet Predattor. |
| Mibulumukini, M., Riche, N., Mancas, M., Gosselin, B., & Dutoit, T. (2013). BIOLOGICALLY PLAUSIBLE CONTEXT RECOGNITION ALGORITHMS. Paper presented at ICIP 2013, Melbourne, Australia. |
| Decombas, M., Riche, N., Dufaux, F., Pesquet-Popescu, B., Mancas, M., Gosselin, B., & Dutoit, T. (2013). Spatio-Temporal Saliency Based on Rare Model. Paper presented at ICIP 2013, Melbourne, Australia. |
| Riche, N., Mancas, M., Duvinage, M., Mibulumukini, M., Gosselin, B., & Dutoit, T. (2013). RARE2012: A multi-scale rarity-based saliency detection with its comparative statistical analysis. Signal Processing: Image Communication. Peer Reviewed verified by ORBi |
| Riche, N., Duvinage, M., Mancas, M., Gosselin, B., & Dutoit, T. (2013). Saliency and Human Fixations: State-of-the-art and Study of Comparison Metrics. Paper presented at international Computer Vision, Sydney, Australia. |
| Riche, N., Duvinage, M., Mancas, M., Gosselin, B., & Dutoit, T. (2013). A study of parameters affecting visual saliency assessment. Paper presented at 6th International Symposium on Attention in Cognitive Systems, Beijing, China. |
| Mancas, M., Dutoit, T., D'alessandro, N., Siebert, X., Gosselin, B., & Valderrama, C. (2013). Intelligent Technologies for Interactive Entertainment: 5th International ICST Conference, INTETAIN 2013. Paper presented at 5th International ICST Conference, INTETAIN 2013, Mons, Belgium. |
| Leroy, J., Rocca, F., Mancas, M., & Gosselin, B. (2013). 3D Head Pose Estimation for TV Setups. In Intelligent Technologies for Interactive Entertainment. Springer. |
| Leroy, J., Rocca, F., Mancas, M., & Gosselin, B. (2013). Second screen interaction: an approach to infer TV watcher's interest using 3D head pose estimation. Paper presented at LiME, Rio de Janeiro, Brazil. |
| Leroy, J., Rocca, F., Mancas, M., Ben Madhkour, R., Grisard, F., Kliegr, T., Kuchar, J., Vit, J., Pirner, I., & Zimmermann, P. (2013). KINterestTV-Towards Non-invasive Measure of User Interest While Watching TV. In Innovative and Creative Developments in Multimodal Interaction Systems. Springer. |
Ben Madhkour, R., Mancas, M., & Gosselin, B. (2013). Automatic Geometric projector calibration: Application to a 3D real-time visual feedback. Paper presented at International conference on Computer Vision Theory and Apllications, Barcelona, Spain. |
| CULIBRK, D., Mancas, M., & CRNOJEVIC, V. (2013). Dynamic Texture Recognition Based on Compression Artifacts. In Towards Advanced Data Analysis by Combining Soft Computing and Statistics Studies in Fuzziness and Soft Computing. Editions Springer. |
| Zajega, F., picard-limpens, C., René, J., Puleo, A., Decuypere, J., Frisson, C., Ravet, T., & Mancas, M. (02 February 2013). Medianeum: Gesture-Based Ergonomic Interaction. Lecture Notes in Computer Science, 124, 96-103. Peer reviewed |
| Mancas, M., & Le Meur, O. (2013). MEMORABILITY OF NATURAL SCENES: THE ROLE OF ATTENTION. Paper presented at ICIP 2013, Melbourne, Australia. |
Ben Madhkour, R., Burczykowski, L., Mancas, M., & Gosselin, B. (2013). Image Surround: Automatic Projector Calibration for Indoor Adaptive Projection. In Intelligent Technologies for Interactive Entertainment (pp. 156-162). Springer. |
Vatavu, R.-D., & Mancas, M. (2013). Interactive TV Potpourris: An Overview of Designing Multi-screen TV Installations for Home Entertainment. In Intelligent Technologies for Interactive Entertainment. Springer. |
Riche, N., Mancas, M., CULIBRK, D., CRNOJEVIC, V., Gosselin, B., & Dutoit, T. (2012). Dynamic saliency models and human attention: a comparative study on videos. Paper presented at Proceedings of the 11th Asian Conference on Computer Vision (ACCV), Daejeon, South Korea. |
Zajega, F., Mancas, M., Ben Madhkour, R., Leroy, J., Riche, N., Rocca, F., Dutoit, T., & Yves, R. (07 November 2012). KinAct: the attentive social game demonstration. Paper presented at Asian Conference on Computer Vision, Daejeon, South Korea. |
Pirri, F., Pizzoli, M., & Mancas, M. (04 October 2012). Human-Motion saliency in complex scenes. Lecture Notes in Computer Science, 7206, 81-92. Peer reviewed |
Riche, N., Mancas, M., Gosselin, B., & Dutoit, T. (2012). RARE: a New Bottom-Up Saliency Model. Paper presented at IEEE ICIP, Orlando, United States - Florida. |
CULIBRK, D., SLADOJEVIC, S., Riche, N., Mancas, M., & CRNOJEVIC, V. (2012). Data-driven approach to dynamic visual attention modelling. Paper presented at Proceedings of SPIE, . |
Mancas, M., De Beul, D., Riche, N., & Siebert, X. (2012). Human Attention Modelization and Data Reduction. In Video Compression. InTech. |
Zajega, F., picard-limpens, C., René, J., Puleo, A., Decuypere, J., Ravet, T., Frisson, C., & Mancas, M. (04 February 2012). MEDIANEUM: CRAFTING INTERACTIVE TIMELINES FROM MULTIMEDIA CONTENT. Quarterly Progress Scientific Report of the Numediart Research Program, 5 (2). |
Tsatsou, D., Nixon, L., Mancas, M., Vacura, M., Rudiger, K., Leroy, J., Kuchar, J., Kober, M., Loli, M., & Mezaris, V. (2012). Contextualised user profiling in networked media environments. Paper presented at Conference on User Modeling, Adaptation and Personalization, Monreal, Canada. |
| Mancas, M., Riche, N., Leroy, J., Gosselin, B., & Dutoit, T. (2011). 'Toward a Social Attentive Machine'. Paper presented at AAAI Fall Symposia, Washington, United States - District of Columbia. |
| Mancas, M., Riche, N., Leroy, J., & Gosselin, B. (2011). Abnormal motion selection in crowds using bottom-up saliency. Paper presented at ICIP 2011 : 2011 IEEE International Conference on Image Processing, Bruxelles, Belgium. |
Mancas, M., Ben Madhkour, R., Leroy, J., Riche, N., Yves, R., & Zajega, F. (01 September 2011). Kinact: a Saliency-based Social Game. Quarterly Progress Scientific Report of the Numediart Research Program, 4 (2), 29-36. |
| Mancas, M., Pirri, F., & Pizzoli, M. (2011). From saliency to eye gaze: embodied visual selection for a pan-tilt-based robotic head. Paper presented at International Symposium on Visual Computing (ISVC), Las Vegas, United States - Nevada. |
| Mancas, M., Pirri, F., & Pizzoli, M. (2011). Human-motion saliency in multi-motion scenes and in close interaction. Paper presented at International Gesture Workshop on Gesture in Embodied Communication and Human-Computer Interaction, Athens, Greece. |
| Riche, N., Mancas, M., Gosselin, B., & Dutoit, T. (2011). 3D Saliency for Abnormal Motion Selection: the Role of the Depth Map. Paper presented at ICVS, Sophia Antipolis, France. |
| Leroy, J., Riche, N., Zajega, F., Mancas, M., Tilmanne, J., Gosselin, B., & Dutoit, T. (2011). The Attentive Machine: be Different! Paper presented at INTETAIN 2011, Genoa, Italy. |
| Leroy, J., Mancas, M., & Gosselin, B. (2011). Personal space augmented reality tool. Paper presented at 32nd WIC Symposium on Information Theory in the Benelux, Université Libre de Bruxelles, Brussels, Belgium. |
| KHAMBHAITA, H., KRUIJFF, G. J., FANELLO, S. R., GIANNI, M., PAPADAKIS, P., Pirri, F., Pizzoli, M., RUDI, A., & Mancas, M. (2011). Help Me to Help You: how to Learn Intentions, Actions and Plans. Paper presented at Help Me to Help You: how to Learn Intentions, Actions and Plans, Palo Alto, United States. |
| Mancas, M., Ben Madhkour, R., Mahmoudi, S., & Ravet, T. (31 March 2010). VirTrack: Tracking for Virtual Studios: VirTrack: Tracking for Virtual Studios. Quarterly Progress Scientific Report of the Numediart Research Program, 3 (1), 1-4. |
| Mancas, M., & Gosselin, B. (2010). Dense crowd analysis through bottom-up and top-down attention. Paper presented at Proc. of the Brain Inspired Cognitive Sytems (BICS 2010), Madrid, Spain. |
| Mancas, M., Glowinski, D., Volpe, G., Camurri, A., Bretéché, P., Demeyer, J., Ravet, T., & Coletta, P. (01 August 2009). Real-time motion attention and expressive gesture interfaces. Journal on Multimodal User Interfaces, 2 (3-4), 187-198. Peer Reviewed verified by ORBi |
Mancas, M., Ravet, T., Mahmoudi, S., Hidot, S., Tilmanne, J., Chessini Bose, R., & Machy, C. (31 March 2009). Natural interaction between real and virtual world. Quarterly Progress Scientific Report of the Numediart Research Program, 2 (1), 1-8. |
| Mancas, M. (2009). Relative influence of bottom-up and top-down attention. In Attention in cognitive systems (pp. 212-226). Springer Berlin/Heidelberg. |
| Mancas, M., Glowinski, D., Bretéché, P., Demeyer, J., Ravet, T., Volpe, G., Camurri, A., & Coletta, P. (2009). Tracking-dependent and interactive video projection. Paper presented at International Summer Workshop on Multimodal Interfaces, Paris, France. |
| Mancas, M., Bagein, M., Guichard, N., Hidot, S., Machy, C., Mahmoudi, S., & Siebert, X. (01 December 2008). Project # 4.3 : augmented virtual studio. Quarterly Progress Scientific Report of the Numediart Research Program, 1 (4), 147-155. |
Mancas, M., Glowinski, D., Bretéché, P., Demeyer, J., Ravet, T., Volpe, G., Camurri, A., & Coletta, P. (01 September 2008). Project # 3.1 : tracking-dependent and interactive video projection. Quarterly Progress Scientific Report of the Numediart Research Program, 1 (3). |
| Couvreur, L., Bettens, F., Drugman, T., Dubuisson, T., Dupont, S., Frisson, C., Jottrand, M., & Mancas, M. (01 June 2008). Project # 2.3 : audio thumbnailing. Quarterly Progress Scientific Report of the Numediart Research Program, 1 (2), 67-85. |
Mancas, M. (2008). Image Perception : Relative Inluence of Bottom-up and Top-Down Attention. Paper presented at 5th International Workshop on Attention in Cognitive Systems, Santorin, Greece. |
| Mancas, M., Gosselin, B., & Macq, B. (2008). Attention-based Pathology Visualization in Head and Neck Area. Paper presented at Liège Image Days (1st), Liège, Belgium. |
| Thillou, C., Brouse, A., Filatriau, J.-J., Paco-Rocchia, S., Sebbe, R., Tilmanne, J., Todoroff, T., & Mancas, M. (01 March 2008). Project #2: Sensor-based Mini-Comedia. Quarterly Progress Scientific Report of the Numediart Research Program, 1 (1), 17-34. |
| Couvreur, L., Bettens, F., Drugman, T., Frisson, C., Jottrand, M., Mancas, M., & Moinet, A. (01 March 2008). Project # 1.1 : audio skimming. Quarterly Progress Scientific Report of the Numediart Research Program, 1 (1), 1-16. |
| Thillou, C., & Mancas, M. (2007). Comparison between Pen-scanner and Digital Camera Acquisition for Engraved Character Recognition. Paper presented at 2nd International Workshop on Camera-Based Document Analysis and Recognition, Curitiba, Brazil. |
| Mancas, M., Gosselin, B., & Macq, B. (01 September 2007). Perceptual Image Representation. International Journal of Image and Video Processing, 2007. Peer Reviewed verified by ORBi |
Mancas, M. (2007). Computational Attention : Towards Attentive Computers. Presses Universitaires de Louvain. |
| Bettens, F., Couvreur, L., Hancq, J., & Mancas, M. (25 June 2007). Normalized Auditory Attention Levels for Automatic Audio Surveillance. Paper presented at International Conference on Safety and Security Engineering, Malta. |
| Mancas, M., Unay, D., Gosselin, B., & Macq, B. (2007). Computational Attention for Defect Localisation. Paper presented at A ICVS Workshop on Computational Attention & Applications, Bielefeld, Germany. |
| Mancas, M., Gosselin, B., & Macq, B. (2007). A Three-Level Computational Attention Model. Paper presented at A ICVS Workshop on Computational Attention & Applications, Bielefeld, Germany. |
| Mancas, M., Couvreur, L., Gosselin, B., & Macq, B. (2007). Computational Attention for Event Detection. Paper presented at A ICVS Workshop on Computational Attention & Applications, Bielefeld, Germany. |
Moustakas, K., Strintzis, M. G., Tzovaras, D., Carbini, S., Viallet, J.-E., Raidt, S., Mancas, M., Dimiccoli, M., Yaggi, E., Balci, S., Leon, I., & Bernier, O. (2006). Masterpiece: Physical Interaction and 3D Content-Based Search in VR Applications. IEEE Multimedia, 92-100. Peer Reviewed verified by ORBi |
| Thillou, C., Mancas, M., & Gosselin, B. (2005). Camera-based Degraded Character Segmentation into Individual Components. Paper presented at IEEE International Conference on Documents Analysis and Recognition (ICDAR 2005) Seoul, Corée, Seoul, South Korea. |
| Mancas, M., Gosselin, B., & Macq, B. (2005). Fast and Automatic Tumoral Area Localisation Using Symmetry. Paper presented at IEEE ICASSP Conference, Philadelphia, United States - Pennsylvania. |
| Gosselin, B., Mancas, M., & Macq, B. (2005). Tumor Detection using Airways Asymmetry. Paper presented at IEEE EMBC, Shangaï, China. |
| Mancas, M., Gosselin, B., & Macq, B. (2005). Segmentation Using a Region Growing Thresholding. Paper presented at Electronic Imaging Conference of the Internatiional Society for Optical Imaging, San Jose, United States. |
| Thillou, C., Gosselin, B., & Mancas, M. (2005). Segmentation en Caractères Individuels dans des Images de Scènes Naturelles. Paper presented at GRETSI Conference, Louvain-la-Neuve, Belgium. |
Mancas, M., & Gosselin, B. (2004). Iterative watersheds: a novel fuzzy segmentation technique. Paper presented at Medical Imaging Conference of the International Society for Optical Imaging, San Diego, United States - California. |
| Mancas, M., & Gosselin, B. (2004). Towards an automatic tumor segmentation using iterative watersheds. Paper presented at Medical Imaging Conference of the International Society for Optical Imaging, San Diego, United States - California. |
| Mancas, M., Gosselin, B., & Macq, B. (2004). Automatic Fast Detection of Tumor suspect areas on CT Scan. Paper presented at IEEE VIS 2004 Conference, Austin, United States - Texas. |
| Mancas, M., Gosselin, B., & Macq, B. (2004). Risk Areas Segmentation for Radiotherapy Planning using Distance Maps. Paper presented at Optical Imaging at the NIH, Washington DC, United States - District of Columbia. |
| Mancas, M., & Gosselin, B. (2003). Fuzzy Tumor Segmentation based on Iterative Watersheds. Paper presented at 14th Pro RISC workshop on Circuits, Systems and Signal Processing, Veldhoven, Netherlands. |
| Mancas, M., & Gosselin, B. (2003). Iterative Watersheds and Fuzzy Tumor Visualization. Paper presented at IEEE Visualization Conference, Seattle, United States - Washington. |