Perceiving Systems Conference Paper Deep Directional Statistics: Pose Estimation with Uncertainty Quantification Prokudin, S., Gehler, P., Nowozin, S. European Conference on Computer Vision (ECCV), 9:542-559, September 2018 code pdf BibTeX

Perceiving Systems Conference Paper Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation Omran, M., Lassner, C., Pons-Moll, G., Gehler, P. V., Schiele, B. In 3DV, 484-494, September 2018 arXiv code BibTeX

Perceiving Systems Conference Paper A Generative Model of People in Clothing Lassner, C., Pons-Moll, G., Gehler, P. V. In Proceedings IEEE International Conference on Computer Vision (ICCV), 853-862, IEEE, Piscataway, NJ, USA, IEEE International Conference on Computer Vision (ICCV), October 2017 URL BibTeX

Perceiving Systems Conference Paper Semantic Video CNNs through Representation Warping Gadde, R., Jampani, V., Gehler, P. V. In Proceedings IEEE International Conference on Computer Vision (ICCV), 4463-4472, IEEE, Piscataway, NJ, USA, IEEE International Conference on Computer Vision (ICCV), October 2017 (Accepted) pdf Supplementary BibTeX

Perceiving Systems Conference Paper Reflectance Adaptive Filtering Improves Intrinsic Image Estimation Nestmeyer, T., Gehler, P. V. In 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 1771-1780, IEEE, Piscataway, NJ, USA, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 2017 pre-print DOI BibTeX

Perceiving Systems Conference Paper Unite the People: Closing the Loop Between 3D and 2D Human Representations Lassner, C., Romero, J., Kiefel, M., Bogo, F., Black, M. J., Gehler, P. V. In Proceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017, 4704-4713, IEEE, Piscataway, NJ, USA, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 2017 arXiv project/code/data BibTeX

Perceiving Systems Conference Paper Video Propagation Networks Jampani, V., Gadde, R., Gehler, P. V. In Proceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017, 3154-3164, IEEE, Piscataway, NJ, USA, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 2017 pdf supplementary arXiv project page code BibTeX

Perceiving Systems Article Efficient 2D and 3D Facade Segmentation using Auto-Context Gadde, R., Jampani, V., Marlet, R., Gehler, P. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017 arXiv BibTeX

Perceiving Systems Conference Paper Learning to Filter Object Detections Prokudin, S., Kappler, D., Nowozin, S., Gehler, P. In Pattern Recognition: 39th German Conference, GCPR 2017, Basel, Switzerland, September 12–15, 2017, Proceedings, 52-62, Springer International Publishing, Cham, 2017 Paper DOI URL BibTeX

Perceiving Systems Conference Paper Towards Accurate Marker-less Human Shape and Pose Estimation over Time Huang, Y., Bogo, F., Lassner, C., Kanazawa, A., Gehler, P. V., Romero, J., Akhter, I., Black, M. J. In International Conference on 3D Vision (3DV), 421-430, 2017 Code pdf DOI BibTeX