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Samuel Schulter

Samuel Schulter


E-Mail schulter(at)icg.tugraz.at
Phone +43 316 873-5035
Office Room E3.11 (IE02120)

Contents

| News | Short CV | Publications |

News

March 2013: Our paper "Alternating Decision Forests" got accepted for CVPR'13.
June 2011: "Online Hough Forests" got accepted for BMVC'11.

Short CV

Samuel Schulter received his MSc Degree in Telematics from the Graz University of Technology in 2011. He is currently a university assistant at the Institute for Computer Graphics and Vision. His research is focused on Machine Learning, Random Forests, Object Detction & Tracking, and Learning from Videos.

Publications

2013

  1. Alternating Decision Forests (bib)Samuel Schulter, Paul Wohlhart, Christian Leistner, Amir Saffari, Peter M. Roth, and Horst Bischof In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013

2012

  1. Discriminative Hough Forests for Object Detection (bib)Paul Wohlhart, Samuel Schulter, Martin Koestinger, Peter M. Roth, and Horst Bischof In Proc. British Machine Vision Conf., 2012

2011

  1. OUTLIER -- Online Learning and Visualization of Unusual Events (bib)Josef Birchbauer, Samuel Schulter, Rene Schuster, Georg Poier, Martin Winter, Peter Schallauer, and Peter M. Roth and Horst Bischof In Proc. IEEE Int'l Conf. on Advanced Video and Signal-Based Surveillance (Demo Session), 2011
  2. Improving Classifiers with Unlabeled Weakly-Related Videos (bib)Christian Leistner, Martin Godec, Samuel Schulter, Amir Saffari, Manuel Werlberger, and Horst Bischof In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2011
  3. On-line Hough Forests (bib)Samuel Schulter, Christian Leistner, Peter M. Roth, Luc Van Gool, and Horst Bischof In Proc. British Machine Vision Conf., 2011
  4. Multi-Cue Learning and Visualization of Unusual Events (bib)Rene Schuster, Samuel Schulter, Georg Poier, Martin Hirzer, Josef Birchbauer, Peter M. Roth, Horst Bischof, Martin Winter, and Peter Schallauer In Proc. 11th IEEE Workshop on Visual Surveillance (ICCV), 2011

2011

  1. A Transformation Invariant Learning Approach for Detection and Tracking using Weakly-Related Videos (bib)Samuel Schulter MSc. Thesis, Graz University of Technology, Faculty of Computer Science, 2011


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