Publications of CH Lampert

Lampert, C.; Peters, J.: Real-time detection of colored objects in multiple camera streams with off-the-shelf hardware components. Journal of Real-Time Image Processing 7 (1), pp. 31 - 41 (2012)

Blaschko, M.; Shelton, J.; Bartels, A.; Lampert, C.; Gretton, A.: Semi-supervised kernel canonical correlation analysis with application to human fMRI. Pattern Recognition Letters 32 (11), pp. 1572 - 1583 (2011)

Kroemer, O.; Lampert, C.; Peters, J.: Learning Dynamic Tactile Sensing with Robust Vision-based Training. IEEE Transactions on Robotics 27 (3), pp. 545 - 557 (2011)

Tuytelaars, T.; Lampert, C.; Blaschko, M.; Buntine, W.: Unsupervised Object Discovery: A Comparison. International Journal of Computer Vision 88 (2), pp. 284 - 302 (2010)

Lampert, C.; Blaschko, M.: Structured prediction by joint kernel support estimation. Machine Learning 77 (2-3), pp. 249 - 269 (2009)

Lampert, C.; Blaschko, M.; Hofmann, T.: Efficient Subwindow Search: A Branch and Bound Framework for Object Localization. IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (12), pp. 2129 - 2142 (2009)

Lampert, C.: Kernel Methods in Computer Vision. In: Foundations and Trends in Computer Graphics and Vision, Vol. 4,3, pp. 193 - 285. Now Publ., Boston, MA, USA (2009)

Wang, Z.; Lampert, C.; Mülling, K.; Schölkopf, B.; Peters, J.: Learning anticipation policies for robot table tennis. In: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2011), pp. 332 - 337 (Ed. Amato, N.). IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2011), San Francisco, CA, USA. IEEE, Piscataway, NJ, USA (2011)

Lampert, C.; Kroemer, O.: Weakly-Paired Maximum Covariance Analysis for Multimodal Dimensionality Reduction and Transfer Learning. In: Computer Vision - ECCV 2010, pp. 566 - 579 (Eds. Daniilidis, K.; Maragos, P.; Paragios, N.). 11th European Conference on Computer Vision, Heraklion, Greece, September 05, 2010 - September 11, 2010. Springer, Berlin, Germany (2010)

Lampert, C.: An efficient divide-and-conquer cascade for nonlinear object detection. In: Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2010), pp. 1022 - 1029. Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2010), San Francisco, CA, USA, June 13, 2010 - June 18, 2010. IEEE, Piscataway, NJ, USA (2010)

Tang, K.; Tappen, M.; Sukthankar , R.; Lampert, C.: Optimizing one-shot recognition with micro-set learning. In: Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2010), pp. 3027 - 3034. Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2010), San Francisco, CA , USA, June 13, 2010 - June 18, 2010. IEEE, Piscataway, NJ, USA (2010)

Kober, J.; Mülling, K.; Krömer, O.; Lampert, C.; Schölkopf, B.; Peters, J.: Movement Templates for Learning of Hitting and Batting. In: 2010 IEEE International Conference on Robotics and Automation (ICRA 2010), pp. 853 - 858. 2010 IEEE International Conference on Robotics and Automation (ICRA 2010), Anchorage, AK, USA, May 03, 2010 - May 07, 2010. IEEE, Piscataway, NJ, USA (2010)

Wanke, J.; Ulges, A.; Lampert, C.; Breuel, T.: Topic models for semantics-preserving video compression. In: MIR '10: Proceedings of the international conference on Multimedia information retrieval, pp. 275 - 284 (Eds. Wang, J.; Boujemaa, N.; Ramirez, N.; Natsev, A.). 2010 ACM SIGMM International Conference on Multimedia Information Retrieval (MIR 2010), Philadelphia, PA, USA, March 29, 2010 - March 31, 2010. ACM Press, New York, NY, USA (2010)

Lampert, C.: Detecting Objects in Large Image Collections and Videos by Efficient Subimage Retrieval. In: Twelfth IEEE International Conference on Computer Vision (ICCV 2009), pp. 987 - 994. Twelfth IEEE International Conference on Computer Vision (ICCV 2009), Kyoto, Japan, September 29, 2009 - October 02, 2009. IEEE Computer Society, Piscataway, NJ, USA (2009)

Blaschko, M.; Lampert, C.: Object Localization with Global and Local Context Kernels. In: British Machine Vision Conference 2009 (BMVC 2009), 63, pp. 1 - 11. British Machine Vision Conference 2009 (BMVC 2009), London, UK, September 07, 2009 - September 10, 2009. BMVA Press, Durham, UK (2009)

Lampert, C.; Peters, J.: Active Structured Learning for High-Speed Object Detection. In: Pattern Recognition: 31st DAGM Symposium, Jena, Germany, September 9-11, 2009, pp. 221 - 231 (Eds. Denzler, J.; Notni, G.; Süsse, H.). 31st Annual Symposium of the German Association for Pattern Recognition (DAGM 2009), Jena, Germany, September 09, 2009 - September 11, 2009. Springer, Berlin, Germany (2009)

Dhillon, P.; Nowozin, S.; Lampert, C.: Combining appearance and motion for human action classification in videos. In: 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, pp. 22 - 29. 1st International Workshop on Visual Scene Understanding, Miami, FL, USA, June 20, 2009 - June 25, 2009. IEEE Service Center, Piscataway, NJ, USA (2009)

Lampert, C.; Nickisch, H.; Harmeling, S.: Learning To Detect Unseen Object Classes by Between-Class Attribute Transfer. In: 2009 IEEE Conference on Computer Vision and Pattern Recognition, pp. 951 - 958. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), Miami Beach, FL, USA, June 20, 2009 - June 25, 2009. IEEE Service Center, Piscataway, NJ, USA (2009)

Nowozin, S.; Lampert, C.: Global Connectivity Potentials for Random Field Models. In: 2009 IEEE Conference on Computer Vision and Pattern Recognition, pp. 818 - 825. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Miami Beach, FL, USA, June 20, 2009 - June 25, 2009. IEEE Service Center, Piscataway, NJ, USA (2009)

Lampert, C.; Blaschko, M.: Joint Kernel Support Estimation for Structured Prediction. In: NIPS 2008 Workshop: Structured Input - Structured Output (NIPS SISO 2008), pp. 1 - 4. NIPS 2008 Workshop: Structured Input - Structured Output (NIPS SISO 2008), Whistler, BC, Canada, December 13, 2008. (2008)