Publications
] (2016). CliqueCNN: Deep Unsupervised Exemplar Learning. Proceedings of the Conference on Advances in Neural Information Processing Systems (NIPS). MIT Press, Barcelona. https://arxiv.org/abs/1608.08792
Article (5.79 MB)
Article (5.79 MB) (2016). Combined Tensor Fitting and TV Regularization in Diffusion Tensor Imaging based on a Riemannian Manifold Approach. IEEE Transactions on Medical Imaging. 35 1972–1989 Technical Report (8.65 MB)
Technical Report (8.65 MB) (2016). Creating Feasible Reflectance Data for Synthetic Optical Flow Datasets. Advances in Visual Computing - 12th International Symposium, {ISVC} 2016, Las Vegas, NV, USA, December 12-14, 2016, Proceedings, Part {I}. http://dx.doi.org/10.1007/978-3-319-50835-1_8
(2016). A Dataset and Evaluation Methodology for Depth Estimation on 4D Light Fields. Computer Vision - ACCV 2016 : 13th Asian Conference on Computer Vision, Taipei, Taiwan, November 20-24, 2016, Revised Selected Papers, Part III. Springer, Cham
(2016). Deep Learning For Bioimage Analysis. University of Heidelberg
(2016). Deep Learning For Diabetic Retinopathy Diagnostics. University of Heidelberg
(2016). Deep MRI brain extraction: A 3D convolutional neural network for skull stripping.. NeuroImage. 129 460-469 Technical Report (1.14 MB)
Technical Report (1.14 MB) (2016). Digital Connoisseur? How Computer Vision Supports Art History. Connoisseurship nel XXI secolo. Approcci, Limiti, Prospettive, A. Aggujaro & S. Albl (ed.). Artemide, Rome
(2016). A Dual Ascent Framework for Lagrangean Decomposition of Combinatorial Problems. arXiv, preprint. https://arxiv.org/pdf/1612.05460.pdf
(2016). An Efficient Fusion Move Algorithm for the Minimum Cost Lifted Multicut Problem. ECCV. Proceedings. Springer. LNCS 9906 715-730 Technical Report (4.89 MB)
Technical Report (4.89 MB) (2016). A fractal calibration pattern for improved camera calibration. Forum Bildverarbeitung. https://doi.org/10.5445/KSP/1000059899
(2016). Gaussian process density counting from weak supervision. ECCV. Proceedings. Springer. LNCS 9905 365-380 Technical Report (1.71 MB)
Technical Report (1.71 MB) (2016). A Generalized Successive Shortest Paths Solver for Tracking Dividing Targets. ECCV. Proceedings. Springer. LNCS 9911 566-582 Technical Report (1.18 MB)
Technical Report (1.18 MB) (2016). The HCI Benchmark Suite: Stereo and Flow Ground Truth With Uncertainties for Urban Autonomous Driving. The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops
(2016). Heterogeneous Light Fields. 2016 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016. http://dx.doi.org/10.1109/CVPR.2016.193
(2016). Imagining the future of bioimage analysis. Nature Biotechnology. 34 1250-1255 Technical Report (924.57 KB)
Technical Report (924.57 KB) (2016). Improved Brain Tumor Classification by Sodium MR Imaging: Prediction of IDH Mutation Status and Tumor Progression. American Journal of Neuroradiology. 37 66-73
(2016). Joint Recursive Monocular Filtering of Camera Motion and Disparity Map. 38th German Conference on Pattern Recognition. Springer, Hannover. https://arxiv.org/abs/1606.02092 Technical Report (2.34 MB)
Technical Report (2.34 MB) (2016). Joint Segmentation and Shape Regularization with a Generalized Forward Backward Algorithm. IEEE Transactions on Image Processing. 25 3384 - 3394 Technical Report (3.55 MB)
Technical Report (3.55 MB) (2016). Learning Diverse Models: The Coulomb Structured Support Vector Machine. ECCV. Proceedings. Springer. LNCS 9907 585-599 Technical Report (2.54 MB)
Technical Report (2.54 MB) (2016). Learning To Count From Weak Supervision. University of Heidelberg
(2016). Noise equalisation and quasi loss-less image data compression – or how many bits needs an image sensor?. tm – Technisches Messen. 83 16–24
(2016). Plane Wave Acoustic Superposition for Fast Ultrasound Imaging. International Ultrasonics Symposium
(2016). Relative Pose Estimation from Straight Lines using Parallel Line Clustering and its Application to Monocular Visual Odometry. Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
(2016). Segmenting and Tracking Multiple Dividing Targets Using ilastik. Focus on Bio-Image Informatics. Springer. 219 199-229 Technical Report (4.46 MB)
Technical Report (4.46 MB) (2016). Semantic Segmentation Using Deep Learning. University of Heidelberg
(2016). Structured Learning On Calcium Imaging Data. University of Heidelberg
(2016). Structured Regression Gradient Boosting. CVPR. Proceedings. 1459-1467 Technical Report (3.97 MB)
Technical Report (3.97 MB) (2016). Variational weakly-supervised Gaussian processes. BMVC. Proceedings Technical Report (3.28 MB)
Technical Report (3.28 MB) (2016). Virtual Raters for Reproducible and Objective Assessments in Radiology. Nature Scientific Reports. 6 Technical Report (2.81 MB)
Technical Report (2.81 MB) (2016). Weakly Supervised Detection With Gaussian Processes. University of Heidelberg
(2015). 3D Reconstruction for Optimal Representation of Surroundings in Automotive HMIs, Based on Fisheye Multi-camera Systems. IWR, Fakultät für Physik und Astronomie, Univ.\ Heidelberg
(2015). 3D Segmentation of Vessels by Incremental Implicit Polynomial Fitting and Convex Optimization. Proc.~ISBI Technical Report (611.33 KB)
Technical Report (611.33 KB) (2015). Adaptive Dictionary-Based Spatio-temporal Flow Estimation for Echo PIV. Proc.~EMMCVPR. Springer. 8932 378--391 Technical Report (951.37 KB)
Technical Report (951.37 KB)