Complete list in BibTex format lampert.bib
Google Citations page: (external page)
Last updated in December 2011.
Google Citations page: (external page)
2012
- Novi Quadrianto, Chao Chen, Christoph H. Lampert: "The Most Persistent Soft-Clique in a Set of Sampled Graphs", International Conference on Machine Learning (ICML), 2012 (accepted)
- Matthew B. Blaschko, Christoph H. Lampert: "Guest Editorial: Special Issue on Structured Prediction and Inference", International Journal on Computer Vision (IJCV), 2012 (online first)
- Christoph H. Lampert, Jan Peters: "Real-Time Detection of Colored Objects In Multiple Camera Streams With Off-the-Shelf Hardware Components", Journal of Real-Time Image Processing (JRTIP), special issue "Real-Time 3D Imaging and Processing, 2012 "online first"
2011
- Christoph H. Lampert: "Maximum Margin Multi-Label Structured Prediction"; Neural Information Processing Systems(NIPS), 2011 (supplemental) (poster)
- Zhikun Wang, Christoph H. Lampert, Katharina Muelling, Bernhard Schoelkopf, Jan Peters: "Learning Anticipation Policies for Robot Table Tennis"; IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2011
- Novi Quadrianto, Christoph H. Lampert: "Learning multi-view neighborhood preserving projections" International Conference on Machine Learning (ICML), 2011 (oral+poster)
- Oliver Kroemer, Christoph H. Lampert, Jan Peters: "Learning dynamic tactile sensing with robust vision-based training" IEEE Transactions on Robotics (T-RO), 27(3), p.545-557, 2011
- Novi Quadrianto, Christoph H. Lampert: "Kernel-based Learning"; Invited Chapter in Encyclopedia of Systems Biology, Springer, 2011.
- Chao Chen, Daniel Freedman, Christoph H. Lampert: "Enforcing topological constraints in random field image segmentation" IEEE Computer Vision and Pattern Recognition (CVPR), 2011 (poster)
- Sebastian Nowozin, Christoph H. Lampert: "Structured Learning and Prediction in Computer Vision", Foundations and Trends in Computer Graphics and Vision (FnT CGV), 6(3-4), p. 185-365, 2011
- Matthew B. Blaschko; Jacquelyn A. Shelton; Andreas Bartels; Christoph H. Lampert; Arthur Gretton: "Semi-supervised Kernel Canonical Correlation Analysis with Application to Human fMRI", Pattern Recognition Letters (PRL), 32, p. 1572-1583, 2011
- Christoph H. Lampert, Oliver Krömer: "Weakly-Paired Maximum Covariance Analysis for Multimodal Dimensionality Reduction and Transfer Learning", European Conference on Computer Vision (ECCV), Heraklion, Greece, 2010 (poster)
- Sebastian Nowozin, Peter Gehler, Christoph H. Lampert, "On Parameter Learning in CRF-based Approaches to Object Class Image Segmentation" European Conference on Computer Vision (ECCV), Heraklion, Greece, 2010 (poster)
- Christoph H. Lampert,"An Efficient Divide-and-Conquer Cascade for Nonlinear Object Detection", IEEE Computer Vision and Pattern Recognition (CVPR), San Francisco, CA, 2010 (poster)
- Kevin D. Tang, Marshall F. Tappen, Rahul Sukthankar, Christoph H. Lampert, "Optimizing One-Shot Recognition with Micro-Set Learning" IEEE Computer Vision and Pattern Recognition (CVPR), San Francisco, CA, 2010 (poster)
- Jens Kober, Katharina Mülling, Oliver Krömer, Christoph H. Lampert, Bernhard Schölkopf, Jan Peters,
"Movement Templates for Learning of Hitting and Batting",
International Conference on Robotics and Automation (ICRA),
Anchorage, AK, 2010 (oral)
- Sebastian Nowozin, Christoph H. Lampert, "Global Interactions in Random Field Models: A Potential Function Ensuring Connectedness", SIAM Journal on Imaging Science (SIIMS), 2010.
- Jörn Wanke, Adrian Ulges, Christoph H. Lampert, Thomas M. Breuel, "Topic Models for Semantic Video Compression" ACM International Conference on Multimedia Information Retrieval (ACM MIR), Philadelphia, PA, 2010 (poster)
- Tinne Tuytelaars, Christoph H. Lampert, Matthew B. Blaschko, Wray Buntine, "Unsupervised Object Discovery: A comparison", International Journal of Computer Vision (IJCV), 2010.
2010
2009
- Christoph H. Lampert, "Kernel Methods in Computer Vision", Foundations and Trends in Computer Graphics and Vision, vol. 4, no 3, pp 193-285, 2009.
- Christoph H. Lampert, Matthew B. Blaschko, Thomas Hofmann, "Efficient Subwindow Search: A Branch and Bound Framework for Object Localization", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2009.
- Matthew B. Blaschko, Christoph H. Lampert,
"Object Localization with Global and Local Context Kernels",
British Machine Vision Conference (BMVC),
London, UK, 2009 (oral)
- Christoph H. Lampert, "Detecting Objects in Large Image Collections and Videos by Efficient Subimage Retrieval", IEEE International Conference on Computer Vision (ICCV), Kyoto, Japan, 2009 (poster)
- Christoph H. Lampert, Jan Peters,
"Active Structured Learning for High-Speed Object Detection",
Proceedings of the DAGM,
Jena, Germany, 2009 (oral)
- Christoph H. Lampert, Hannes Nickisch, Stefan Harmeling, "Learning To Detect Unseen Object Classes by Between-Class Attribute Transfer", IEEE Computer Vision and Pattern Recognition (CVPR), Miami, FL, 2009 (oral)
- Sebastian Nowozin, Christoph H. Lampert, "Global Connectivity Potentials for Random Field Models", IEEE Computer Vision and Pattern Recognition (CVPR), Miami, FL, 2009 (poster)
- Paramveer S. Dhillon, Sebastian Nowozin, Christoph H. Lampert, "Combining Appearance and Motion for Human Action Classification in Videos" 1st International Workshop on Visual Scene Understanding (VISU) at CVPR, Miami, FL, 2009 (poster).
- Christoph H. Lampert, Matthew B. Blaschko:
"Structured Prediction by Joint Kernel Support Estimation",
Machine Learning, 2009
2008
- Christoph H. Lampert, Matthew B. Blaschko, "Joint Kernel Support Estimation for Structured Prediction" Workshop 'Structured Input - Structured Output' at NIPS, Whistler, Canada, 2009 (oral)
- Matthew B. Blaschko, Christoph H. Lampert,
"Learning to Localize Objects with Structured Output Regression",
European Conference on Computer Vision (ECCV),
Marseilles, France, 2008 (oral)
Winning contribution Best Student Paper ECCV 2008 - Matthew B. Blaschko, Christoph H. Lampert, Arthur Gretton, "Semi-Supervised Laplacian Regularization of Kernel Canonical Correlation Analysis", ECML PKDD, Antwerp, Belgium, 2008 (oral, poster)
- Paramveer S. Dhillon, Sebastian Nowozin, Christoph H. Lampert, "Combining Appearance and Motion for Human Action Classification in Videos", Technical Report 174, Max-Planck-Institute for Biological Cybernetics, August 2008
- Christoph H. Lampert, Matthew B. Blaschko, Thomas Hofmann,
"Beyond Sliding Windows: Object Localization by Efficient Subwindow Search",
IEEE Computer Vision and Pattern Recognition (CVPR),
Anchorage, AK, 2008 (oral)
Winning contribution Best Paper CVPR 2008 - Christoph H. Lampert, "Partitioning of Image Datasets using Discriminative Context Information" IEEE Computer Vision and Pattern Recognition (CVPR), Anchorage, AK, 2008 (poster)
- Matthew B. Blaschko, Christoph H. Lampert, "Correlational Spectral Clustering", IEEE Computer Vision and Pattern Recognition (CVPR), Anchorage, AK, 2008 (poster)
- Christoph H. Lampert, Matthew B. Blaschko,
"A Multiple Kernel Learning Approach to Joint Multi-Class Object Detection"
Proceedings of the DAGM, Munich, Germany, 2008 (oral).
Winning contribution DAGM Main Prize 2008 - Markus Goldstein, Christoph H. Lampert, Matthias Reif, Armin Stahl and Thomas M. Breuel, "Bayes Optimal DDoS Mitigation by Adaptive History-Based IP Filtering", 7th International Conference on Networking (ICN), Cancun, Mexico, 2008 (oral).
2007
- Matthew B. Blaschko, Thomas Hofmann, Christoph H. Lampert: "Efficient Subwindow Search for Object Localization", Technical Report 164, Max-Planck-Institute for Biological Cybernetics, August 2007
- Adrian Ulges, Christoph Lampert, Daniel Keysers, Thomas Breuel: "Optimal Dominant Motion Estimation using Adaptive Search of Transformation Space", Proceedings of the DAGM, 2007 (poster).
2006
- Christoph H. Lampert, Oliver Wirjadi: "An Optimal Non-Orthogonal Separation of the Anisotropic Gaussian Convolution Filter", IEEE Transactions on Image Processing (IEEE-TIP) (15), pages 3501-3513, November 2006
- Haider Ali, Christoph H. Lampert, Thomas M. Breuel: "Satellite Tracks Removal in Astronomical Images",Progress in Pattern Recognition, Image Analysis and Applications, 11th Iberoamerican Congress on Pattern Recognition, CIARP 2006.
- Daniel Keysers, Christoph H. Lampert, Thomas M. Breuel: "Color image dequantization by Constrained Diffusion", SPIE Electronic Imaging, pages 6058.03.01-6058.03.10, 2006.
- Christoph H. Lampert: "Machine Learning for Video Compression: Macroblock Mode Decision", 18th International Conference on Pattern Recognition (ICPR 2006), Hongkong, 2006 (oral).
- Christoph H. Lampert, Lin Mei, Thomas M. Breuel: "Printing Technique Classification for Document Counterfeit Detection", Computational Intelligence and Security (CIS) 2006, Ghuangzhou, China, 2006.
- Christoph H. Lampert, Oliver Wirjadi: "Anisotropic Gaussian Filtering using Fixed Point Arithmetic", Proceedings of the 2006 International Conference on Image Processing (ICIP), pages 1565-1568, IEEE, 2006 (poster)
- Christoph H. Lampert, Thomas M. Breuel: "Objective Quality Measurement for Geometric Document Image Restoration (extended abstract)", 7th IAPR Workshop on Document Analysis Systems (DAS), 2006.
- Adrian Ulges, Christoph H. Lampert, Daniel Keysers:
"Spatiogram-Based Shot Distances for Video Retrieval", Trecvid 2006 Workshop, 2006.
2005 And Before
- Christoph H. Lampert, Tim Braun, Adrian Ulges, Daniel Keysers, Thomas M. Breuel: "Oblivious Document Capture and Real-Time Retrieval", International Workshop on Camera Based Document Analysis and Recognition (CBDAR), pages 79-86, 2005.
- Adrian Ulges, Christoph H. Lampert, Thomas M. Breuel: "Document Image Dewarping using Robust Estimation of Curled Text Lines", International Conference on Document Analysis and Recognition (ICDAR), pages 1001-1005, 2005.
- Christoph H. Lampert: "Boundary Regularity of Admissible Operators", Publicacions Matemà tiques (49), pages 179-195, 2005.
- Adrian Ulges, Christoph H. Lampert, Thomas M. Breuel: "Document Capture using Stereo Vision", ACM Symposium on Document Engineering, pages 198-200, 2004 (oral)
- Christoph H. Lampert:
"Der Neumannoperator in streng pseudokonvexen Gebieten mit gewichteter Bergmannmetrik" (in german). PhD Thesis, University of Bonn, Germany, 2003
Erdős Path
My Erdős-Number is at most 4. Here's two disjoint paths:
- Erdős, Paul; Pach, Janos: On a problem of L. Fejes Toth.. Discrete Math. 30 (1980), no. 2, 103-109.
- Edelsbrunner, Herbert; Guibas, Leonidas; Pach, Janos; Pollack, Richard; Seidel, Raimund; Sharir, Micha: Arrangements of curves in the plane - topology, combinatorics, and algorithms. Automata, languages and programming (Tampere, 1988), 214-229, Lecture Notes in Computer Science, 317, Springer, Berlin, 1988.
- Chao Chen; Herbert Edelsbrunner: Diffusion runs low on persistence fast, 13th IEEE International Conference on Computer Vision, 2011.
- Chao Chen; Daniel Freedman; Christoph H. Lampert: Enforcing topological constraints in random field image segmentation IEEE Computer Vision and Pattern Recognition, 2011.
- Erdős, Paul; Ivic, Aleksandar: Estimates for sums involving the largest prime factor of an integer and certain related additive functions. Studia Sci. Math. Hungar. 15 (1980), no. 1-3, 183-199.
- Hafner, James Lee; Ivic, Aleksandar: On the mean-square of the Riemann zeta-function on the critical line. J. Number Theory 32 (1989), no. 2, 151-191.
- Niblack, Wayne; Zhu, Xiaoming; Hafner, James L.; Breuel, Tom; Ponceleon, Dulce B.; Petkovic, Dragutin; Flickner, Myron D.; Upfal, Eli; Nin, Sigfredo I.; Sull, Sanghoon; Dom, Byron E.; Yeo, Boon-Lock; Srinivasan, Savitha; Zivkovic, Dan; Penner, Mike: Updates to the QBIC system. Proc. SPIE Vol. 3312, p. 150-161, Storage and Retrieval for Image and Video Databases VI, 1997
- anything I published together with Thomas Breuel, e.g.
Adrian Ulges, Christoph H. Lampert, Thomas M. Breuel: "Document Image Dewarping using Robust Estimation of Curled Text Lines", International Conference on Document Analysis and Recognition (ICDAR), pages 1001-1005, 2005.
Last updated in December 2011.