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Paul Wohlhart

Paul Wohlhart


E-Mail paul.wohlhart(at)icg.tugraz.at
Phone +43 316 873-5086
Office Room ID01050
TUGonline profile

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Short CV

I received my MSc Degree in Telematics in 2009 and my PhD Degree in 2014, both from the Graz University of Technology. I am currently a university assistant at the Institute for Computer Graphics and Vision with Professor Vincent Lepetit. During the PhD I was working on Machine Learning algorithms and Object Detection and Recognition. I was part of the teams working on the projects Multimedia Documentation Lab (KIRAS - MDL), Advanced Learning for Tracking and Detection in Medical Workflow Analysis and FACTS.

Publications

2015

  1. You Should Use Regression to Detect Cells (bib)Philipp Kainz, Martin Urschler, Samuel Schulter, Paul Wohlhart, and Vincent Lepetit In Proceedings of the Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2015
  2. Learning Descriptors for Object Recognition and 3D Pose Estimation (bib)Paul Wohlhart and Vincent Lepetit In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
  3. Hands Deep in Deep Learning for Hand Pose Estimation (bib)Markus Oberweger, Paul Wohlhart, and Vincent Lepetit In Proc. Computer Vision Winter Workshop (CVWW), 2015

2014

  1. Accurate Object Detection with Joint Classification-Regression Random Forests (bib)Samuel Schulter, Christian Leistner, Paul Wohlhart, Peter M. Roth, and Horst Bischof In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014

2013

  1. Alternating Regression Forests for Object Detection and Pose Estimation (bib)Samuel Schulter, Christian Leistner, Paul Wohlhart, Peter M. Roth, and Horst Bischof In Proc. International Conference on Computer Vision (ICCV), 2013
  2. Joint Learning of Discriminative Prototypes and Large Margin Nearest Neighbor Classifiers (bib)Martin Koestinger, Paul Wohlhart, Peter M. Roth, and Horst Bischof In Proc. International Conference on Computer Vision (ICCV), 2013
  3. 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
  4. Optimizing 1-Nearest Prototype Classifiers (bib)Paul Wohlhart, Martin Koestinger, Michael Donoser, Peter M. Roth, and Horst Bischof In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013

2012

  1. Large Scale Metric Learning from Equivalence Constraints (bib)Martin Koestinger, Martin Hirzer, Paul Wohlhart, Peter M. Roth, and Horst Bischof In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012
  2. Robust Face Detection by Simple Means (bib)Martin Koestinger, Paul Wohlhart, Peter M. Roth, and Horst Bischof In Computer Vision in Applications Workshop (DAGM), 2012
  3. Detecting Partially Occluded Objects with an Implicit Shape Model Random Field (bib)Paul Wohlhart, Michael Donoser, Peter M. Roth, and Horst Bischof In Proc. Asian Conference on Computer Vision (ACCV), 2012
    (Winner of the Best Paper Award)
  4. Discriminative Hough Forests for Object Detection (bib)Paul Wohlhart, Samuel Schulter, Martin Koestinger, Peter M. Roth, and Horst Bischof In Proc. British Machine Vision Conference (BMVC), 2012

2011

  1. Open Source Intelligence am Beispiel von KIRAS MDL: Multimedia Documentation Lab (bib)Gerhard Backfried, Dorothea Aniola, Gerald Quirchmayr, Werner Winiwarter, Klaus Mak, H. C. Pilles, Christian Meurers, Martin Koestinger, Paul Wohlhart, and Peter M. Roth In Proceedings of 9. Sicherheitskonferenz Krems, Donau-Universitaet Krems, 2011
  2. Learning to Recognize Faces from Videos and Weakly Related Information Cues (bib)Martin Koestinger, Paul Wohlhart, Peter M. Roth, and Horst Bischof In Proc. IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2011
  3. Annotated Facial Landmarks in the Wild: A Large-scale, Real-world Database for Facial Landmark Localization (bib)Martin Koestinger, Paul Wohlhart, Peter M. Roth, and Horst Bischof In First IEEE International Workshop on Benchmarking Facial Image Analysis Technologies, 2011
  4. Multiple Instance Boosting for Face Recognition in Videos (bib)Paul Wohlhart, Martin Koestinger, Peter M. Roth, and Horst Bischof In Proc. DAGM Symposium, 2011
  5. Learning Face Recognition in Videos from Associated Information Sources (bib)Paul Wohlhart, Martin Koestinger, Peter M. Roth, and Horst Bischof In Proc. Workshop of the Austrian Association for Pattern Recognition (AAPR/OAGM), 2011

2010

  1. Video Detection of Dangerous Goods Vehicles in Road Tunnels (bib)Josef Birchbauer, Martin Koestinger, Paul Wohlhart, Peter M. Roth, Horst Bischof, and Claudia Windisch In Proc. Tunnel Safety and Ventilation, 2010
  2. Automatic Detection and Reading of Dangerous Goods Plates (bib)Peter M. Roth, Martin Koestinger, Paul Wohlhart, Horst Bischof, and Josef Birchbauer In Proc. IEEE Int'l Conf. on Advanced Video and Signal-Based Surveillance, 2010
  3. 3D Camera Tracking in Unknown Environments using On-line Keypoint Learning (bib)Paul Wohlhart, Peter M. Roth, and Horst Bischof In Proc. Computer Vision Winter Workshop, 2010

2008

  1. 3D tracking in unknown environments using on-line keypoint learning for mobile augmented reality (bib)Schall, G., Grabner, H., Grabner, M., Wohlhart, P., Schmalstieg, D., and Bischof, H. In Proc. IEEE Computer Vision and Pattern Recognition Workshops (CVPRW), 2008

2009

  1. KIRAS-MDL State-of-the-Art Report (bib)Martin Koestinger, Paul Wohlhart, Peter M. Roth, and Horst Bischof Technical Report, Graz University of Technology, Inst. f. Computer Graphics and Vision, ICG-TR-09/09, 2009

2014

  1. Object Detection based on Local Evidence (bib)Paul Wohlhart Ph.D. Thesis, Graz University of Technology, Faculty of Computer Science, 2014

2009

  1. Tracking on-line learned Natural Features for Mobile Augmented Reality (bib)Paul Wohlhart MSc. Thesis, Graz University of Technology, Faculty of Computer Science, 2009






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