Peter Vincent Gehler

Perceiving Systems Research Group Leader Alumni

Perceiving Systems Conference Paper Visibility Maps for Improving Seam Carving Mansfield, A., Gehler, P., Van Gool, L., Rother, C. In Media Retargeting Workshop, European Conference on Computer Vision (ECCV), september 2010 webpage pdf slides supplementary code BibTeX
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Perceiving Systems Conference Paper On Parameter Learning in CRF-based Approaches to Object Class Image Segmentation Nowozin, S., Gehler, P., Lampert, C. In European Conference on Computer Vision (ECCV), 2010 pdf supplementary BibTeX
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Perceiving Systems Conference Paper On Parameter Learning in CRF-based Approaches to Object Class Image Segmentation Nowozin, S., Gehler, P., Lampert, C. In European Conference on Computer Vision, 2010 pdf supplementary BibTeX
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Perceiving Systems Conference Paper Scene Carving: Scene Consistent Image Retargeting Mansfield, A., Gehler, P., Van Gool, L., Rother, C. In European Conference on Computer Vision (ECCV), 2010 webpage+code pdf supplementary poster BibTeX
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Perceiving Systems Empirical Inference Book Chapter An introduction to Kernel Learning Algorithms Gehler, P., Schölkopf, B. In Kernel Methods for Remote Sensing Data Analysis, 25-48, 2, (Editors: Gustavo Camps-Valls and Lorenzo Bruzzone), Wiley, New York, NY, USA, 2009 DOI URL BibTeX

Perceiving Systems Conference Paper Let the kernel figure it out; Principled learning of pre-processing for kernel classifiers Gehler, P., Nowozin, S. In Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR), 2836-2843, IEEE Computer Society, 2009 project page pdf DOI BibTeX
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Perceiving Systems Empirical Inference Conference Paper On feature combination for multiclass object classification Gehler, P., Nowozin, S. In Proceedings of the Twelfth IEEE International Conference on Computer Vision, 221-228, ICCV, 2009, oral presentation project page, code, data GoogleScholar pdf DOI BibTeX
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Perceiving Systems Technical Report Infinite Kernel Learning Gehler, P., Nowozin, S. (178), Max Planck Institute, octomber 2008 project page pdf BibTeX
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Empirical Inference Conference Paper Bayesian Color Constancy Revisited Gehler, P., Rother, C., Blake, A., Minka, T., Sharp, T. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR, June 2008, http://dx.doi.org/10.1109/CVPR.2008.4587765 website+code+data pdf BibTeX
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Perceiving Systems Conference Paper Infinite Kernel Learning Gehler, P., Nowozin, S. In Proceedings of NIPS 2008 Workshop on "Kernel Learning: Automatic Selection of Optimal Kernels", 2008 project page pdf BibTeX
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