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February 2012
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Dr. Christoph Lampert

Room number:	203
Phone:	+49-7071-601-570
Fax:	+49-7071-601-552
E-Mail:	christoph.lampert

Christoph Lampert

Position: Senior Research Scientist Unit: Alumni Schölkopf

Publications

Articles (7):
•	Blaschko MB , Shelton JA , Bartels A , Lampert CH and Gretton A (August-2011) Semi-supervised kernel canonical correlation analysis with application to human fMRI Pattern Recognition Letters 32(11) 1572-1583.
•	Kroemer O , Lampert CH and Peters J (June-2011) Learning Dynamic Tactile Sensing with Robust Vision-based Training IEEE Transactions on Robotics 27(3) 545-557.
•	Lampert CH and Peters J (July-2010) Real-Time Detection of Colored Objects In Multiple Camera Streams With Off-the-Shelf Hardware Components Journal of Real-Time Image Processing Epub ahead 1-11.
•	Tuytelaars T , Lampert CH , Blaschko MB and Buntine W (June-2010) Unsupervised Object Discovery: A Comparison International Journal of Computer Vision 88(2) 284-302.
•	Lampert CH , Blaschko MB and Hofmann T (December-2009) Efficient Subwindow Search: A Branch and Bound Framework for Object Localization IEEE Transactions on Pattern Analysis and Machine Intelligence 31(12) 2129-2142.
•	Lampert CH and Blaschko MB (December-2009) Structured prediction by joint kernel support estimation Machine Learning 77(2-3) 249-269.
•	Lampert CH (September-2009) Kernel Methods in Computer Vision Foundations and Trends in Computer Graphics and Vision 4(3) 193-285.
Conference papers (18):
•	Wang Z , Lampert CH , Mülling K , Schölkopf B and Peters J (September-2011) Learning anticipation policies for robot table tennis IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2011), IEEE, Piscataway, NJ, USA, 332-337.
•	Lampert CH and Kroemer O (September-2010) Weakly-Paired Maximum Covariance Analysis for Multimodal Dimensionality Reduction and Transfer Learning In: Computer Vision – ECCV 2010, 11th European Conference on Computer Vision, Springer, Berlin, Germany, 566-579.
•	Lampert CH (June-2010) An efficient divide-and-conquer cascade for nonlinear object detection Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2010), IEEE, Piscataway, NJ, USA, 1022-1029.
•	Kober J , Mülling K , Krömer O , Lampert CH , Schölkopf B and Peters J (May-2010) Movement Templates for Learning of Hitting and Batting 2010 IEEE International Conference on Robotics and Automation (ICRA 2010), IEEE, Piscataway, NJ, USA, 853-858.
•	Lampert CH (October-2009) Detecting Objects in Large Image Collections and Videos by Efficient Subimage Retrieval In: ICCV 2009, Twelfth IEEE International Conference on Computer Vision, IEEE Computer Society, Piscataway, NJ, USA, 987-994.
•	Lampert CH and Peters J (September-2009) Active Structured Learning for High-Speed Object Detection In: DAGM 2009, 31st Annual Symposium of the German Association for Pattern Recognition, Springer, Berlin, Germany, 221-231.
•	Blaschko M and Lampert CH (September-2009) Object Localization with Global and Local Context Kernels In: BMVC 2009, British Machine Vision Conference 2009, 1-11.
•	Dhillon PS , Nowozin S and Lampert C (June-2009) Combining appearance and motion for human action classification in videos In: ViSU 2009, 1st International Workshop on Visual Scene Understanding, IEEE Service Center, Piscataway, NJ, USA, 22-29.
•	Nowozin S and Lampert CH (June-2009) Global Connectivity Potentials for Random Field Models In: CVPR 2009, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE Service Center, Piscataway, NJ, USA, 818-825.
•	Lampert CH , Nickisch H and Harmeling S (June-2009) Learning To Detect Unseen Object Classes by Between-Class Attribute Transfer In: CVPR 2009, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE Service Center, Piscataway, NJ, USA, 951-958.
•	Lampert CH and Blaschko M (December-2008) Joint Kernel Support Estimation for Structured Prediction NIPS 2008 Workshop on "Structured Input - Structured Output" (NIPS SISO 2008), 1-4.
•	Blaschko MB and Lampert CH (October-2008) Learning to Localize Objects with Structured Output Regression In: ECCV 2008, 10th European Conference on Computer Vision, Springer, Berlin, Germany, 2-15.
•	Blaschko MB , Lampert CH and Gretton A (August-2008) Semi-Supervised Laplacian Regularization of Kernel Canonical Correlation Analysis In: ECML PKDD 2008, 19th European Conference on Machine Learning, Springer, Berlin, Germany, 133-145.
•	Lampert C and Blaschko MB (June-2008) A Multiple Kernel Learning Approach to Joint Multi-Class Object Detection In: DAGM 2008, 30th Annual Symposium of the German Association for Pattern Recognition, Springer, Berlin, Germany, 31-40.
•	Lampert CH , Blaschko MB and Hofmann T (June-2008) Beyond Sliding Windows: Object Localization by Efficient Subwindow Search In: CVPR 2008, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE Computer Society, Los Alamitos, CA, USA, 1-8.
•	Blaschko MB and Lampert CH (June-2008) Correlational Spectral Clustering In: CVPR 2008, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE Computer Society, Los Alamitos, CA, USA, 1-8.
•	Lampert CH (June-2008) Partitioning of Image Datasets using Discriminative Context Information In: CVPR 2008, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE Computer Society, Los Alamitos, CA, USA, 1-8.
•	Ulges A , Lampert CH , Keysers D and Breuel TM (September-2007) Optimal Dominant Motion Estimation using Adaptive Search of Transformation Space In: DAGM 2007, 29th Annual Symposium of the German Association for Pattern Recognition, Springer, Berlin, Germany, 204-215.
Technical reports (2):
•	Dhillon PS , Nowozin S and Lampert CH : Combining Appearance and Motion for Human Action Classification in Videos, 174, Max-Planck-Institute for Biological Cybernetics, Tübingen, Germany, (August-2008).
•	Blaschko MB , Hofmann T and Lampert CH : Efficient Subwindow Search for Object Localization, 164, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (August-2007).
Posters (2):
•	Lampert CH and Peters J (September-2009): A High-Speed Object Tracker from Off-the-Shelf Components, First IEEE Workshop on Computer Vision for Humanoid Robots in Real Environments at ICCV 2009, 1 1.
•	Shelton JA , Blaschko MB , Lampert CH and Bartels A (July-2009): Semi-supervised Analysis of Human fMRI Data, Berlin Brain Computer Interface Workshop on Advances in Neurotechnology, 2009 1.
Talks (1):
•	Lampert C (June-2009): Learning To Detect Unseen Object Classes by Between-Class Attribute Transfer, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), Miami Beach, FL, USA.