Publications
Conference Proceedings
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Non-Parametric Spatial Context Structure Learning for Autonomous Understanding of Human Environments. Thippur, Akshaya and Stork, Johannes and Jensfelt, Patric. RO-MAN 2017 <paper-link>
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Probabilistic Primitive Refinement algorithm for colored point cloud data. Ekekrantz, J., Thippur, A., Folkesson, J., & Jensfelt, P. (2015, September). In Mobile Robots (ECMR), 2015 European Conference on (pp. 1-8). IEEE.
- A Comparison of Qualitative and Metric Spa-tial Relation Models for Scene Understanding. Akshaya Thippur, Chris Burbridge, Lars Kunze, Marina Alberti, John Folkesson, Patric Jensfelt, Nick Hawes. Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI 2015).
- KTH-3D-TOTAL: A 3D Dataset for Discovering Spatial Structures for Long-Term Autonomous Learning. Akshaya Thippur, Rares Ambrus, Gaurav Agrawal, Adria Gallart del Burgo, JanardhanHaryadi Ramesh, Mayank Kumar Jha, Malepati Bala Siva Sai Akhil, Nishan Bha-vanishankar Shetty, John Folkesson, Patric Jensfelt. IEEE International Conference on Control Automation Robotics and Computer Vision (ICARCV 2014).
Find the dataset here: KTH-3D-TOTAL - Combining top-down spatial reasoning and bottom-up object class recognition for scene understanding. Lars Kunze, Chris Burbridge, Marina Alberti, Akshaya Thippur, John Folkesson, Patric Jensfelt, and Nick Hawes. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2014).
- Inferring hand pose: A comparative study of visual shape features. Akshaya Thippur, Carl Henrik Ek, and Hedvig Kjellström. 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG2013).
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Probabilistic modeling of bowing gestures for gesture-based violin sound synthesis. Akshaya Thippur, Anders Askenfelt, and Hedvig Kjellström. Proc. of Stockholm Music Acoustics Conference 2013 (SMAC 13).
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An uncertainty decoding approach to noise-and reverberation-robust speech recognition. Roland Maas, Akshaya Thippur, Armin Sehr, and Walter Kellermann. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013).
Thesis
- Comparative Analysis of Visual Shape Features for Applications to Hand Pose Estimation. Akshaya Thippur, Thesis for Master of Science in Machine Learning. Advisors: Carl Henrik Ek and Hedvig Kjellström. Computer Vision and Active Perception Laboratory, KTH Royal Institute of Technology, Stockholm, October 2012.