Full Publication List

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Preprints (arXiv)

2017

A Generative Model of People in Clothing Christoph Lassner , Gerard Pons-Moll , and Peter Gehler International Conference on Computer Vision (ICCV) pdf bib arxiv version

Semantic Video CNNs through Representation Warping Raghudeep Gadde , Varun Jampani , and Peter Gehler International Conference on Computer Vision (ICCV) bib

Learning To Filter Object Detections Sergey Prokudin , Daniel Kappler , Sebastian Nowozin , and Peter Gehler German Conference on Patter Recognition (GCPR) bib

A Curious Problem with Using the Colour Checker Dataset for Illuminant Estimation Ghalia Hemrit , Graham Finlayson , Peter Gehler , and Arjan Gijsenij Color and Imaging Conference (CIC) bib

Reflectance Adaptive Filtering Improves Intrinsic Image Estimation Thomas Nestmeyer and Peter Gehler Computer Vision and Pattern Recognition (CVPR) pdf bib arxiv version project page

Video Propagation Networks Varun Jampani , Raghudeep Gadde , and Peter Gehler Computer Vision and Pattern Recognition (CVPR) pdf bib arxiv version project page

Unite the People: Closing the Loop Between 3D and 2D Human Representations Christoph Lassner , Javier Romero , Martin Kiefel , Federica Bogo , Michael Black , and Peter Gehler Computer Vision and Pattern Recognition (CVPR) pdf bib arxiv version project page

Efficient 2D and 3D Facade Segmentation using Auto-Context Raghudeep Gadde , Varun Jampani , Renaud Marlet , and Peter Gehler Pattern Analysis and Machine Intelligence (PAMI) pdf bib arxiv version

2016

barrista -- caffe well served Christoph Lassner , Martin Kiefel , Daniel Kappler , and Peter Gehler Multimedia 2016 Open Source Software Competition (ACMMM) pdf bib project page code

Superpixel Convolutional Networks using Bilateral Inceptions Raghudeep Gadde , Varun Jampani , Martin Kiefel , Daniel Kappler , and Peter Gehler Proceedings of the European Conference on Computer Vision (ECCV) pdf bib supplementary arxiv version project page

Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image Federica Bogo , Angjoo Kanazawa , Christoph Lassner , Peter Gehler , Javier Romero , and Michael Black Proceedings of the European Conference on Computer Vision (ECCV) pdf bib arxiv version

DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation Leonid Pishchulin , Eldar Insafutdinov , Siyu Tang , Björn Andres , Mykhaylo Andriluka , Peter Gehler , and Bernt Schiele Computer Vision and Pattern Recognition (CVPR) pdf bib supplementary arxiv version project page code

Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks Varun Jampani , Martin Kiefel , and Peter Gehler Computer Vision and Pattern Recognition (CVPR) pdf bib supplementary arxiv version code scholar

2015

Proceedings of the 37th German Conference on Pattern Recognition Jürgen Gall , Peter Gehler , and Bastian Leibe GCPR Proceedings bib project page

3D Object Class Detection in the Wild Bojan Pepik , Michael Stark , Peter Gehler , Tobias Ritschel , and Bernt Schiele CVPR workshop on 3D from a Single Image (CVPR-W) pdf bib arxiv version scholar

Permutohedral Lattice CNNs Martin Kiefel , Varun Jampani , and Peter Gehler International Confenrence on Learning Representation Workshops pdf bib arxiv version code

The Informed Sampler: A Discriminative Approach to Bayesian Inference in Generative Computer Vision Models Varun Jampani , Sebastian Nowozin , Matt Loper , and Peter Gehler Computer Vision and Image Understanding (CVIU) bib arxiv version scholar

Multi-view and 3D Deformable Part Models Bojan Pepik , Michael Stark , Peter Gehler , and Bernt Schiele Pattern Analysis and Machine Intelligence (PAMI) bib scholar

Efficient Facade Segmentation using Auto-Context Varun Jampani , Raghudeep Gadde , and Peter Gehler Winter Conference on Applications of Computer Vision (WACV) pdf bib supplementary project page scholar

2014

Advanced Structured Prediction Sebastian Nowozin , Peter Gehler , Jeremy Jancsary , and Christoph Lampert MIT press bib project page scholar

Intrinsic Video Naejin Kong , Peter Gehler , and Michael Black Proceedings of the European Conference on Computer Vision (ECCV) pdf bib supplementary project page video scholar

Human Pose Estimation with Fields of Parts Martin Kiefel and Peter Gehler Proceedings of the European Conference on Computer Vision (ECCV) pdf bib project page scholar

Efficient Non-linear Markov Models for Human Motion Andreas Lehrmann , Peter Gehler , and Sebastian Nowozin Computer Vision and Pattern Recognition (CVPR) pdf bib poster project page code video scholar

Human Pose Estimation: New Benchmark and State of the Art Analysis Mykhaylo Andriluka , Leonid Pishchulin , Peter Gehler , and Bernt Schiele Computer Vision and Pattern Recognition (CVPR) pdf bib project page scholar

Multi-View Priors for Learning Detectors from Sparse Viewpoint Data Bojan Pepik , Michael Stark , Peter Gehler , and Bernt Schiele International Conference on Learning Representations (ICLR) pdf bib reviews scholar

2013

Strong Appearance and Expressive Spatial Models for Human Pose Estimation Leonid Pishchulin , Mykhaylo Andriluka , Peter Gehler , and Bernt Schiele International Conference on Computer Vision (ICCV) pdf bib project page code scholar

A Non-parametric Bayesian Network Prior of Human Pose Andreas Lehrmann , Peter Gehler , and Sebastian Nowozin International Conference on Computer Vision (ICCV) pdf bib project page scholar

Branch&Rank for Efficient Object Detection Alain Lehmann , Peter Gehler , and Luc Van Gool International Journal of Computer Vision (IJCV) pdf bib scholar

Poselet conditioned pictorial structures Leonid Pishchulin , Mykhaylo Andriluka , Peter Gehler , and Bernt Schiele IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pdf bib project page code scholar

Occlusion Patterns for Object Class Detection Bojan Pepik , Michael Stark , Peter Gehler , and Bernt Schiele IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pdf bib scholar

2012

3D2PM - 3D Deformable Part Models Bojan Pepik , Peter Gehler , Michael Stark , and Bernt Schiele Proceedings of the European Conference on Computer Vision (ECCV) pdf bib poster video scholar

Pottics - The Potts Topic Model for Semantic Image Segmentation Christoph Dann , Peter Gehler , Stefan Roth , and Sebastian Nowozin Proceedings of 34th DAGM Symposium (DAGM) pdf bib poster code scholar

Teaching 3D Geometry to Deformable Part Models Bojan Pepik , Michael Stark , Peter Gehler , and Bernt Schiele IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pdf bib scholar

Learning Search Based Inference for Object Detection Peter Gehler and Alain Lehmann ICML workshop on Inferning pdf bib

2011

Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance Peter Gehler , Carsten Rother , Martin Kiefel , Lumin Zhang , and Bernhard Schölkopf Advances in Neural Information Processing Systems (NIPS) pdf bib poster project page scholar

Branch&Rank - Non-Linear Object Detection Alain Lehmann , Peter Gehler , and Luc Van Gool Proceedings of the British Machine Vision Conference (BMVC) pdf bib supplementary slides >talk scholar

Learning Output Kernels with Block Coordinate Descent Francesco Dinuzzo , Cheng Soon Ong , Peter Gehler , and Gianluigi Pillonetto International Conference on Machine Learning (ICML) pdf bib errata project page code scholar

2010

Scene Carving - Scene Consistent Image Retargeting Alex Mansfield , Peter Gehler , Luc Van Gool , and Carsten Rother European Conference on Computer Vision (ECCV) pdf bib supplementary poster project page scholar

Visibility Maps for Improving Seam Carving Alex Mansfield , Peter Gehler , Luc Van Gool , and Carsten Rother Media Retargeting Workshop (ECCV) pdf bib supplementary poster slides project page code scholar

On Parameter Learning in CRF-based Approaches to Object Class Image Segmentation Sebastian Nowozin , Peter Gehler , and Christoph Lampert European Conference on Computer Vision (ECCV) pdf bib supplementary scholar

2009

An introduction to Kernel Learning Algorithms Peter Gehler and Bernhard Schölkopf In Kernel Methods for Remote Sensing Data Analysis pdf bib

Let the kernel figure it out; Principled learning of pre-processing for kernel classifiers Peter Gehler and Sebastian Nowozin Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR) pdf bib project page scholar

On feature combination for multiclass object classification Peter Gehler and Sebastian Nowozin International Conference on Computer Vision (ICCV) pdf bib project page scholar

2008

Infinite Kernel Learning Peter Gehler and Sebastian Nowozin Kernel Learning - Automatic Selection of Optimal Kernels (NIPS workshop on Kernel Learning) pdf bib project page scholar

Infinite Kernel Learning Peter Gehler and Sebastian Nowozin Technical Report 178, Max Planck Institute pdf bib project page scholar

Bayesian Color Constancy Revisited Peter Gehler , Carsten Rother , Andrew Blake , Tom Minka , and Toby Sharp IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) pdf bib project page scholar

2007

Deterministic Annealing for Multiple-Instance Learning Peter Gehler and Olivier Chapelle Artificial Intelligence and Statistics (AIStats) pdf bib scholar

2006

Implicit Wiener Series, Part II Regularised estimation Peter Gehler and Matthias O. Franz Technical Report 148, Max Planck Institute pdf bib scholar

The rate adapting poisson model for information retrieval and object recognition Peter Gehler , Alex Holub , and Max Welling Proceedings of the 23rd international conference on Machine learning (ICML) pdf bib project page scholar

Products of ``Edge-perts'' Peter Gehler and Max Welling Advances in Neural Information Processing Systems 18 (NIPS) pdf bib scholar

How to choose the covariance for Gaussian process regression independently of the basis Matthias O. Franz and Peter Gehler Proceedings of the Workshop Gaussian Processes in Practice pdf bib scholar