Publications

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2014
Saygili G, van der Maaten L, Hendriks EA. Stereo Similarity Metric Fusion Using Stereo Confidence. In: International Conference on Pattern Recognition. International Conference on Pattern Recognition.; 2014.
Kooij JFP, Schneider N, Gavrila DM. Analysis of pedestrian dynamics from a vehicle perspective. In: Intelligent Vehicles Symposium Proceedings, 2014 IEEE. Intelligent Vehicles Symposium Proceedings, 2014 IEEE.; 2014:1445–1450.
Kooij JFP, Schneider N, Flohr F, Gavrila DM. Context-based Pedestrian Path Prediction. In: Computer Vision–ECCV 2014. Computer Vision–ECCV 2014.; 2014:618–633.
Guo Y, Dibeklioğlu H, van der Maaten L. Graph-based Kinship Recognition. International Conference on Pattern Recognition (ICPR). 2014:4287-4292.
Zhang L, van der Maaten L. Improving Object Tracking by Adapting Detectors. International Conference on Pattern Recognition (ICPR). 2014.
Flohr F, Dumitru-Guzu M, Kooij JFP, Gavrila DM. Joint probabilistic pedestrian head and body orientation estimation. In: Intelligent Vehicles Symposium Proceedings, 2014 IEEE. Intelligent Vehicles Symposium Proceedings, 2014 IEEE.; 2014:617–622.
Zhang L, van der Maaten L. Preserving Structure in Model-Free Tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). 2014;36(4). Available at: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6654122.
Zhang L, Dibeklioğlu H, van der Maaten L. Speeding Up Tracking by Ignoring Features. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2014:1266-1273. Download: zhang14cvpr.pdf (397.95 KB)
2013
Dzyubachyk O, Lelieveldt BPF, Blaas J, et al. Automated algorithm for reconstruction of the complete spine from multistation 7T MR data. Magnetic resonance in medicine: official journal of the Society of Magnetic Resonance in Medicine / Society of Magnetic Resonance in Medicine. 2013;13(6):1777-1786. Available at: http://www.ncbi.nlm.nih.gov/pubmed/22821374?dopt=Abstract. Abstract
Messier P, Johnson CR, Wilhelm H, et al. Automated Surface Texture Classification of Inkjet and Photographic Media. In: Proceedings of the International Conference on Digital Printing Technologies. Proceedings of the International Conference on Digital Printing Technologies.; 2013.
Gedik E, Çinar U, Karaman E, et al. Automatic water canal detection in multispectral satellite images. In: Signal Processing and Communications Applications Conference (SIU), 2013 21st. Signal Processing and Communications Applications Conference (SIU), 2013 21st.; 2013:1–4.
van der Maaten L. Barnes-Hut-SNE. In: International Conference on Learning Representations. International Conference on Learning Representations.; 2013. Available at: http://arxiv.org/abs/1301.3342.
Hung H, Englebienne G, Kools J. Classifying Social Action with a Single Accelerometer Canny JF, Langheinrich M, Rekimoto J. ACM International Joint Conference on Pervasive and Ubiquitous Computing. 2013.
Lewis J, van der Maaten L, de Sa V. Divvy: Fast and Intuitive Exploratory Data Analysis. Journal of Machine Learning Research. 2013;14(Oct):3159-5163.
Saygili G, Balim C, Kalkan H, Hendriks EA. Estimating the Missing Kinect Depth Information by Polynomial Fitting. In: Signal Processing and Communications Applications Conference (SIU). Signal Processing and Communications Applications Conference (SIU).; 2013.
Setti F, Hung H, Cristani M. Group Detection in Still Images by F-formation Modeling: A Comparative Study Tzanetakis G, O'Connor N. International Workshop on Image and Audio Analysis for Multimedia Interactive Services . 2013.
Saygili G, Balim C, Kalkan H, Hendriks EA. Hierarchical Grid-Based Learning Approach For Recovering Unknown Depths in Kinect Depth Maps. In: International Conference on Image Analysis and Recognition (ICIAR). International Conference on Image Analysis and Recognition (ICIAR).; 2013.
van der Maaten L, Chen M, Tyree S, Weinberger K. Learning with Marginalized Corrupted Features. In: Proceedings of the International Conference on Machine Learning, JMLR W&CP.Vol 28. Proceedings of the International Conference on Machine Learning, JMLR W&CP.; 2013:410-418. Available at: http://homepage.tudelft.nl/19j49/Publications_files/mcf.pdf.