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Mykhaylo Andriluka (Post-Doc)


Contact

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

Publications

In Press
3D Pictorial Structures Revisited: Multiple Human Pose Estimation, V. Belagiannis, S. Amin, M. Andriluka, B. Schiele, N. Navab and S. Ilic, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), (In Press)
2016
DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model, E. Insafutdinov, L. Pishchulin, B. Andres, M. Andriluka and B. Schiele, European Conference on Computer Vision (ECCV), October, (2016)  PDF 
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation., L. Pishchulin, E. Insafutdinov, S. Tang, B. Andres, M. Andriluka, P. Gehler and B. Schiele, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, (2016)  PDF 
End-to-end people detection in crowded scenes, M. Andriluka, R. Stewart and A Y. Ng, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 06/2016, (2016)  PDF 
Multi-Person Tracking by Multicuts and Deep Matching, S. Tang, B. Andres, M. Andriluka and B. Schiele, BMTT 16 - Winner of the Multi-Object Tracking Challenge at ECCV 2016, (2016)  PDF 
2015
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation, L. Pishchulin, E. Insafutdinov, S. Tang, B. Andres, M. Andriluka, P. Gehler and B. Schiele, [arXiv], November, (2015)  PDF 
Efficient ConvNet-based Marker-less Motion Capture in General Scenes with a Low Number of Cameras, A. Elhayek, E. de Aguiar, A. Jain, J. Tompson, L. Pishchulin, M. Andriluka, C. Bregler, B. Schiele and C. Theobalt, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, (2015)
Subgraph Decomposition for Multi-Object Tracking, S. Tang, B. Andres, M. Andriluka and B. Schiele, Computer Vision and Pattern Recognition (CVPR), June, (2015)  PDF Proof-of-Lemma-1.pdf
Emotion Recognition from Embedded Bodily Expressions and Speech During Dyadic Interactions, P. Mueller, P. Verma, S. Amin, M. Andriluka and A. Bulling, 6th International Conference on Affective Computing and Intelligent Interaction (ACII), 09/2015, (2015)
An Empirical Evaluation of Deep Learning on Highway Driving, B. Huval, T. Wang, S. Tandon, J. Kiske, W. Song, J. Pazhayampallil, M. Andriluka, P. Rajpurkar, T. Migimatsu, R. Cheng-Yue, et al., [arXiv], (2015)
Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos, S. Yeung, O. Russakovsky, N. Jin, M. Andriluka, G. Mori and L. Fei-Fei, [arXiv], (2015)
Recognizing Fine-Grained and Composite Activities Using Hand-Centric Features and Script Data, M. Rohrbach, A. Rohrbach, M. Regneri, S. Amin, M. Andriluka, M. Pinkal and B. Schiele, International Journal of Computer Vision, p.1-28, (2015)  PDF 
2014
Expressive Models and Comprehensive Benchmark for 2D Human Pose Estimation, L. Pishchulin, M. Andriluka, P. Gehler and B. Schiele, Parts and Attributes (PA, ECCV workshop), September, (2014) Extended Abstract PDF 
Fine-grained Activity Recognition with Holistic and Pose based Features, L. Pishchulin, M. Andriluka and B. Schiele, German Conference on Pattern Recognition (GCPR), September, (2014)  PDF 
Test-time Adaptation for 3D Human Pose Estimation, S. Amin, P. M├╝ller, A. Bulling and M. Andriluka, German Conference on Pattern Recognition (GCPR), October, (2014)  PDF 
Coherent Multi-Sentence Video Description with Variable Level of Detail, A. Senina, M. Rohrbach, W. Qiu, A. Friedrich, S. Amin, M. Andriluka, M. Pinkal and B. Schiele, [arXiv], March, (2014)  PDF 
2D Human Pose Estimation: New Benchmark and State of the Art Analysis, M. Andriluka, L. Pishchulin, P. Gehler and B. Schiele, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, (2014)  PDF Supplemental
3D Pictorial Structures for Multiple Human Pose Estimation, V. Belagiannis, S. Amin, M. Andriluka, B. Schiele, N. Navab and S. Ilic, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, (2014)  PDF 
Learning People Detectors for Tracking in Crowded Scenes., S. Tang, M. Andriluka, A. Milan, K. Schindler, S. Roth and B. Schiele, Scene Understanding Workshop (SUNw, CVPR workshop), June, (2014) Extended abstract
Learning Human Pose Estimation Features with Convolutional Networks, A. Jain, J. Tompson, M. Andriluka, G W. Taylor and C. Bregler, International Conference on Learning Representations (ICLR), April, (2014)  PDF 
Detection and Tracking of Occluded People, S. Tang, M. Andriluka and B. Schiele, International Journal of Computer Vision (IJCV), (2014)  PDF 
2013
Multi-View Pictorial Structures for 3D Human Pose Estimation, S. Amin, M. Andriluka, M. Rohrbach and B. Schiele, British Machine Vision Conference (BMVC), September, (2013)  PDF 
Poselet Conditioned Pictorial Structures, L. Pishchulin, M. Andriluka, P. Gehler and B. Schiele, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, (2013)  PDF Slides Poster
Learning People Detectors for Tracking in Crowded Scenes, S. Tang, M. Andriluka, A. Milan, K. Schindler, S. Roth and B. Schiele, IEEE International Conference on Computer Vision (ICCV), December, (2013) Abstract  PDF 
Strong Appearance and Expressive Spatial Models for Human Pose Estimation, L. Pishchulin, M. Andriluka, P. Gehler and B. Schiele, IEEE International Conference on Computer Vision (ICCV), December, (2013)  PDF 
2012
Detection and Tracking of Occluded People, S. Tang, M. Andriluka and B. Schiele, British Machine Vision Conference (BMVC), September, (2012) BMVC Best Paper Award PDF 
Script Data for Attribute-based Recognition of Composite Activities, M. Rohrbach, M. Regneri, M. Andriluka, S. Amin, M. Pinkal and B. Schiele, European Conference on Computer Vision (ECCV), October, (2012)  PDF rohrbach12eccv-poster.pdf
Articulated People Detection and Pose Estimation: Reshaping the Future, L. Pishchulin, A. Jain, M. Andriluka, T. Thormaehlen and B. Schiele, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, (2012)  PDF Poster
A Database for Fine Grained Activity Detection of Cooking Activities, M. Rohrbach, S. Amin, M. Andriluka and B. Schiele, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, (2012) Abstract  PDF 
Human Context: Modeling human-human interactions for monocular 3D pose estimation, M. Andriluka and L. Sigal, Conference on Articulated Motion and Deformable Objects (AMDO), July, (2012) Best paper award. Abstract  PDF 
Discriminative Appearance Models for Pictorial Structures, M. Andriluka, S. Roth and B. Schiele, International Journal of Computer Vision (IJCV), Volume 99, Number 3, p.259-280, (2012)  PDF 
2011
Benchmark Datasets for Pose Estimation and Tracking, M. Andriluka, L. Sigal and M. Black, Visual Analysis of Humans: Looking at People, June, (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), June, (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), June, (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, June, (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), June, (2010)  PDF 
Categorical Perception, M. Fritz, M. Andriluka, S. Fidler, M. Stark, A. Leonardis and B. Schiele, Cognitive Systems, Volume 8, (2010)
2009
Visual People Detection: Different Models, Comparison and Discussion, B. Schiele, M. Andriluka, N. Majer, S. Roth and C. Wojek, Proceedings of the IEEE ICRA Workshop on People Detection and Tracking, May, (2009)  PDF 
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), June, (2009) Best Paper Award Honorable Mention by IGD 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), June, (2008)  PDF 
2007
Multi-class Classification with Dependent Gaussian Processes, M. Andriluka, L. Weizs├Ącker and T. Hofmann, International Conference on Applied Stochastic Models and Data Analysis (ASMDA), May, (2007)  PDF 

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