Academic Efforts

Publications

2017

• Ahmed Nait Aicha, Gwenn Englebienne, Ben Kröse Continuous measuring of the indoor walking speed of older adults living alone in Journal of Ambient Intelligence and Humanized Computing 2017, pp. 1-11
• Ahmed Nait Aicha, Gwenn Englebienne, Ben Kröse Unsupervised visit detection in smart homes in Pervasive and Mobile Computing 34 2017, pp. 157-167
• Saskia Robben, Gwenn Englebienne, Ben Kröse Delta Features From Ambient Sensor Data are Good Predictors of Change in Functional Health In IEEE Journal of Biomedical and Health Informatics (2016)

2016

• Julian Kooij, Gwenn Englebienne, Dariu Gavrila Mixture of Switching Linear Dynamics to Discover Behavior Patterns in Object Tracks in IEEE Transactions on Pattern Analysis and Machine Intelligence 2016, vol. 38, issue 2, pp. 322 - 334
• Ninghang Hu, Zhongyu Lou, Gwenn Englebienne, Ben Kröse Learning to Recognize Human Activities using Soft Labels in IEEE Transactions on Pattern Analysis and Machine Intelligence 2016, vol. 3x, issue x, pp.
• Zeynab Talebpour, Deepak Viswanathan, R. Ventura, Gwenn Englebienne, A. Martinoli. (2016, August). Incorporating perception uncertainty in human-aware navigation: A comparative study. In 25th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), 2016 pp. 570-577
• Jered H. Vroon, Gwenn Englebienne, Vanessa Evers. Responsive social agents: Feedback-sensitive behavior generation for social interactions. In Proceedings of the 8th International Conference on Social Robotics, ICSR 2016 pp 126-137.
• Ninghang Hu, Aaron Bestick, Gwenn Englebienne, Ruzena Bajscy, and Ben Kröse. Human intent forecasting using intrinsic kinematic constraints. In 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 787-793.

2015

• Rob Koopman, Shenghui Wang, Andrea Scharnhorst, Gwenn Englebienne Ariadne's Thread: Interactive Navigation in a World of Networked Information In Proceedings of the 33rd Annual ACM Conference extended abstracts on Human Factors in Computing Systems, 2015, pp. 1833 - 1838
• Ahmed Nait Aicha, Gwenn Englebienne, Ben Kröse Continuous Gait Velocity Analysis Using Ambient Sensors in a Smart Home in Ambient Intelligence, Lecture Notes in Computer Science vol 9425, 2015, pp. 219-235
• Tim van Oosterhout, Gwenn Englebienne, Ben J.A. Kröse RARE: people detection in crowded passages by range image reconstruction In Machine Vision and Applications, 2015, Vol 26, 5, pp. 561 - 573
• Claudio Martella, Ekin Gedik, Laura Cabrera-Quiros, Gwenn Englebienne, Hayley Hung How was it? Exploiting Smartphone Sensing to Measure Implicit Audience Responses to Live Performances In Proceedings of the 23rd ACM international conference on Multimedia, 2015, pp. 201 - 210
• Ninghang Hu, Gwenn Englebienne, Zhongyu Lou, Ben Kröse Learning latent structure for activity recognition in IEEE Transactions on Robotics 2015, Vol. 31, 6 pp. 1472 - 1482
• Ninghang Hu, Gwenn Englebienne, Zhongyu Lou, Ben Kröse A hierarchical representation for human activity recognition with noisy labels in Proceedings of the International Conference on Intelligent Robots and Systems 2015, pp. 2517 - 2522
• Julian Kooij, Gwenn Englebienne, Dariu Gavrila Identifying multiple objects from their appearance in inaccurate detections in Computer Vision and Image Understanding 2015, Vol. 136, pp. 103-116
• Jered Vroon, Michiel Joosse, Manja Lohse, Jan Kolkmeier, Jaebok Kim, Khiet Truong, Gwenn Englebienne, Dirk Heylen, Vanessa Evers Dynamics of social positioning patterns in group-robot interactions in Proceedings of the 24th IEEE international Symposium on Robot and Human Interactive Communication 2015, pp. 394 - 399
• Kyriacos Shiarlis, Joao Messias, Maarten van Someren, Shimon Whiteson, Jaebok Kim, Jered Vroon, Gwenn Englebienne, Khiet Truong, Vanessa Evers, Noé Pérez-Higueras, Ignacio Pérez-Hurtado, Rafael Ramon-Vigo, Fernando Caballero, Luis Merino, Jie Shen, Stavros Petridis, Maja Pantic, Lasse Hedman, Marten Scherlund, Raphaël Koster, Hervé Michel TERESA: a socially intelligent semi-autonomous telepresence system in Workshop on Machine Learning for Social Robotics at ICRA-2015, 2015

2014

• Kristin Rieping, Gwenn Englebienne, Ben Kröse Behavior analysis of elderly using topic models in Pervasive and Mobile Computing vol 15, 2014, pp. 181 - 199
• Ahmed Nait Aicha, Gwenn Englebienne, Ben Kröse Modeling visit behaviour in smart homes using unsupervised learning in Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication vol 15, 2014, pp. 1193-1200
• Ninghang Hu, Gwenn Englebienne, Zhongyu Lou, Ben Kröse Learning latent structure for activity recognition in Proceedings of the International Conference on robotics and automation 2014, pp. 1048 - 1053
• Ninghang Hu, Gwenn Englebienne, Ben Kröse A two-layered approach to recognize high-level human activities in Proceedings of the International Symposium on Robot and Human Interactive Communication 2014, pp. 1048 - 1053
• Francisco Javier Ordonez, Gwenn Englebienne, P. de Toledo, Tim van Kasteren, Araceli Sanchis, Ben Kröse In-Home Activity Recognition: Bayesian Inference for Hidden Markov Models in IEEE Pervasive Computing 13, 3, 2014 pp. 67 - 75
• Ninghang Hu, Zhongyu Lou, Gwenn Englebienne, Ben Kröse Learning to Recognize Human Activities from Soft Labeled Data in Robotics: Science and Systems X 2014
• Hayley Hung, Gwenn Englebienne, Laura Cabrera-Quiros Detecting conversing groups with a single worn accelerometer In Proceedings of the 16th International Conference on Multimodal Interaction, 2014, pp. 84 - 91

2013

• Ahmed Nait Aicha, Gwenn Englebienne, Ben Kröse How lonely is your grandma? Detecting the visits to assisted-living elderly from wireless sensor network data In Proceedings of the 2013 ACM conference on Pervasive and Ubiquitous computing, 2013, pp. 1285-1294
• Hayley Hung, Gwenn Englebienne Systematic evaluation of social behaviour modelling with a single accelerometer In Proceedings of the 2013 ACM conference on Pervasive and Ubiquitous computing, 2013, pp. 127-130
• Hayley Hung, Gwenn Englebienne, Jeroen Kools Classifying social actions with a single accelerometer In Proceedings of the 2013 ACM conference on Pervasive and Ubiquitous computing, 2013, pp. 207-210
• Vijay John, Gwenn Englebienne, Ben Kröse Person Re-Identification Using Height-Based Gait in Colour Depth Camera In Proceedings of the 2013 IEEE International Conference on Image Processing, 2013, pp. 3345-3349
• Vijay John, Gwenn Englebienne, Ben Kröse Solving Person Re-identification in Non-overlapping Camera using Efficient Gibbs Sampling In Proceedings of the 2013 British Machine Vision Conference, 2013
• Ninghang Hu, Gwenn Englebienne, Ben Kröse Posture Recognition with a top-view camera In Proceedings of IROS , Tokyo, Japan 2013
• Francisco Javier Ordoñez, Gwenn Englebienne, Paula de Toledo, Tim van Kasteren, Ben J.A. Kröse Bayesian Inference in Hidden Markov Models for In-Home Activity Recognition In IEEE Pervasive Computing, to appear

2012

• Gwenn Englebienne, Hayley Hung Mining for Motivation: Using a Single Wearable Accelerometer to Detect People s Interests In Proceedings of the 2nd ACM international workshop on Interactive multimedia on mobile and portable devices, 2012, pp. 23-26
• Saskia Robben, Gwenn Englebienne, Margriet Pol, Ben Kröse How Is Grandma Doing? Predicting Functional Health Status from Binary Ambient Sensor Data In 2012 AAAI Fall Symposium Series
• Ahmed Nait Aicha, Gwenn Englebienne, Ben Kröse How busy is my supervisor? Detecting the visits in the office of my supervisor using a sensor network In Proceedings of the 5th International Conference on Pervasive Technologies Related to Assistive Environments
• Julian F.P. Kooij, Gwenn Englebienne, Dariu M. Gavrila A non-parametric hierarchical model to discover behavior dynamics from tracks In Lecture Notes in Computer Science, ECCV2012 part VI, pp. 270-283
• Vijay John, Gwenn Englebienne, Ben Krose Relative Camera Localisation in Non-overlapping Camera Networks Using Multiple Trajectories In Lecture Notes in Computer Science Volume 7585, ECCV2012 Workshop proceedings, 2012, pp 141-150
• Ninghang Hu, Gwenn Englebienne, Ben Kröse Bayesian Fusion of Ceiling Mounted Camera and Laser Range Finder on a Mobile Robot for People Detection and Localization In Lecture Notes in Computer Science Volume 7559, Human Behavior Understanding, 2012, pp. 41-51, 2012.
• Athanasios K. Noulas, Gwenn Englebienne and Ben J. A. Kröse. Multimodal Speaker Diarization In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Volume 34, Issue 1, pp. 79 - 93. January 2012.

2011

• David V. Keyson, Mary Lou Maher, Norbert Streitz, Adrian Cheok, Juan Carlos Augusto, Reiner Wichert, Gwenn Englebienne, Hamid Aghajan and Ben J.A. Kröse (Editors) Ambient Intelligence, Proceedings of the Second International Joint Conference on AmI 2011 In Lecture Notes in Computer Science Volume 7040, 2011,
• Gwenn Englebienne Bayesian Methods for the Analysis of Human Behavior Book chapter in Computer Analysis of Human Behavior, Albert Ali Salah and Theo Gevers (editors). Springer Verlag, 2011. ISBN 978-0-85729-993-2
• Tim L. M. van Kasteren, Gwenn Englebienne and Ben J. A. Kröse Human Activity Recognition from Wireless Sensor Network Data: Benchmark and Software Book chapter in Activity Recognition in Pervasive Intelligent Environments Atlantis Ambient and Pervasive In- telligence, 2011, Volume 4, pp. 165 186
• Tim L. M. van Kasteren, Gwenn Englebienne and Ben J. A. Kröse. Hierarchical Activity Recognition using Automatic Clustering of Actions In Proceedings of the International Conference on Ambient Intelligence, November 2011
• Nimrod Raiman, Hayley Hung, Gwenn Englebienne Move, and I will tell you who you are: detecting deceptive roles in low-quality data In Proceedings of the ICMI 2011 (November 2011) pp. 201 204

2010

• Gwenn Englebienne and Ben J. A. Kröse. Fast Bayesian People Detection [pdf]
  In proceedings of the 22nd benelux AI conference (BNAIC 2010)
  Winner of the Best Original Paper award
• Shenghui Wang, Gwenn Englebienne, Christophe Gueret, Stefan Schlobach, Antoine Isaac and Martijn Schut. Similarity Features, and their Role in Concept Alignment Learning. In Proceedings of the Fourth International Conference on Advances in Semantic Processing (SEMAPRO2010). October 2010, Florence, Italy. (Best Paper award.)
• Tim L. M. van Kasteren, Gwenn Englebienne and Ben J. A. Kröse An activity monitoring system for elderly care using generative and discriminative models in Journal of Personal and Ubiquitous Computing Volume 14 , Issue 6 (September 2010). Pages: 489 - 498
• T.L.M. van Kasteren, Gwenn Englebienne and B.J.A. Kröse Transferring Knowledge of Activity Recognition across Sensor Networks in PERVASIVE COMPUTING, Lecture Notes in Computer Science, 2010, Volume 6030/2010, Pages: 283-300, DOI: 10.1007/978-3-642-12654-3_17
• Tim L. M. van Kasteren, Gwenn Englebienne and Ben J. A. Kröse Activity recognition using semi-Markov models on real world smart home datasets in Journal of Ambient Intelligence and Smart Environments Volume 2, Number 3 / 2010. Pages 311-325, IOS Press, ISSN 1876-1364.

2009

• Gwenn Englebienne, Tim van Oosterhout and Ben J. A. Kröse. Tracking in Sparse Multi-Camera Setups using Stereo Vision In Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC 2009) (pdf)
• Tim L.M. van Kasteren, Gwenn Englebienne and Ben J.A. Kröse. Recognizing Activities in Multiple Homes using Transfer Learning In Proceedings of Advanced School of Computing & Imaging Conference (ASCI'09). Zeewolde, The Netherlands. 2009
• Gwenn Englebienne. Generating lip movements from speech Ph.D. Thesis (pdf, Dataset)
  Winner of the Manchester Computer Science Best Thesis Award, 2009

2008

• Shenghui Wang, Gwenn Englebienne and Stefan Schlobach. Learning Concept Mappings from Instance Similarity. In Proceedings of the 7th International Semantic Web Conference (ISWC2008). Karlsruhe, Germany, October 2008. (pdf)
• Tim van Kasteren and Athanasios K. Noulas and Gwenn Englebienne and Ben J. A. Kröse Accurate Activity Recognition in a Home Setting UbiComp, volume 344 of ACM International Conference Proceeding Series, page 1-9. ACM, (2008)

2007

• Gwenn Englebienne, Tim Cootes and Magnus Rattray A probabilistic model for generating realistic lip movements from speech. Advances in Neural Information Processing Systems (NIPS), December 2007, (pdf, Dataset)