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Mykhaylo Andriluka (Post-Doc)


Contact

Phone
+49 681 9325 2119
Fax
+49 681 9325 2099
Office
E1 4, Room 606

Research Interests:

  • Articulated Pose Estimation
  • People Detection
  • Gaussian Processes and Bayesian Inference

Education

Teaching

  • High-Level Computer Vision, teaching assistant, Universität des Saarlandes, SS 2011
  • Computer Vision I, teaching assistant, TU Darmstadt, SS 2009
  • Computer Vision I, teaching assistant, TU Darmstadt, SS 2008
  • Computer Science I, teaching assistant, TU Darmstadt, WS 2001

Previous affiliations:

Projects

Monocular 3D Pose Estimation and Tracking by Detection (project page, talk)
Pictorial Structures Revisited: People Detection and Articulated Pose Estimation (paper, project page)
People-tracking-by-Detection and People-Detection-by-Tracking (paper, project page)

 

Research Projects

Publications

In Press
Discriminative Appearance Models for Pictorial Structures, M. Andriluka, S. Roth and B. Schiele, International Journal of Computer Vision (IJCV), (In Press)  PDF 
2012
Articulated People Detection and Pose Estimation: Reshaping the Future, L. Pishchulin, A. Jain, M. Andriluka, T. Thormaehlen and B. Schiele, 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, Providence, United States, p.1–8, (2012)  PDF 
A Database for Fine Grained Activity Detection of Cooking Activities, M. Rohrbach, S. Amin, M. Andriluka and B. Schiele, 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, Providence, United States, (2012) The dataset and relevant code is available at http://www.d2.mpi-inf.mpg.de/mpii-cooking Abstract  PDF 
2011
Benchmark Datasets for Pose Estimation and Tracking, M. Andriluka, L. Sigal and M. Black, Visual Analysis of Humans: Looking at People, T. Moeslund, A. Hilton, V. KrĂĽger and L. Sigal (Eds), (2011)
Learning People Detection Models from Few Training Samples, L. Pishchulin, A. Jain, C. Wojek, M. Andriluka, T. Thormaehlen and B. Schiele, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, USA, p.1473-1480, (2011)  PDF Poster Slides
2010
Monocular 3D Pose Estimation and Tracking by Detection, M. Andriluka, S. Roth and B. Schiele, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 06/2010, San Francisco, USA, (2010)
Vision Based Victim Detection from Unmanned Aerial Vehicles, M. Andriluka, P. Schnitzspan, J. Meyer, S. Kohlbrecher, K. Petersen, O. von Stryk, S. Roth and B. Schiele, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 06/2010, Taipei, Taiwan, (2010)  PDF 
Categorical Perception, M. Fritz, M. Andriluka, S. Fidler, M. Stark, A. Leonardis and B. Schiele, Cognitive Systems, Number 8, (2010)
A Semantic World Model for Urban Search and Rescue Based on Heterogeneous Sensors, J. Meyer, P. Schnitzspan, S. Kohlbrecher, K. Petersen, O. Schwahn, M. Andriluka, U. Klingauf, S. Roth, B. Schiele and O. von Stryk, RoboCup Symposium, Singapore, (2010)
2009
Pictorial Structures Revisited: People Detection and Articulated Pose Estimation, M. Andriluka, S. Roth and B. Schiele, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), (2009)  PDF 
Visual People Detection: Different Models, Comparison and Discussion, B. Schiele, M. Andriluka, N. Majer, S. Roth and C. Wojek, Proceedings of the IEEE ICRA 2009 Workshop on People Detection and Tracking, p.1-8, (2009)  PDF 
2008
People-Tracking-by-Detection and People-Detection-by-Tracking, M. Andriluka, S. Roth and B. Schiele, IEEE Conference on Computer Vision and Pattern Recognition (CVPR'08), (2008)  PDF 
2007
Multi-class Classification with Dependent Gaussian Processes, M. Andriluka, L. Weizsäcker and T. Hofmann, Proceedings of "12th International Conference on Applied Stochastic Models and Data Analysis", May, Crete, Greece, (2007)  PDF 

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