Publications
] (2014). Empowering multiple instance histopathology cancer diagnosis by cell graphs. MICCAI. Proceedings. Springer. 8674 228-235
Technical Report (1.76 MB)
Technical Report (1.76 MB) (2014). An Entropic Perturbation Approach to TV-Minimization for Limited-Data Tomography. Discrete Geometry for Computer Imagery (DGCI) 2014. Springer. 262--274 Technical Report (894.83 KB)
Technical Report (894.83 KB) (2014). Entwicklung Einer Reflexionsbasierten Technik Zur Messung Statistischer Parameter Von Windwellen Auf Der Wasseroberfläche Im Labor Und Feld. Institut für Umweltphysik, Universität Heidelberg, Germany
(2014). Event Detection by Feature Unpredictability in Phase-Contrast Videos of Cell Cultures. Medical Image Computing and Computer-Assisted Intervention. Springer. 154--161 Technical Report (2 MB)
Technical Report (2 MB) (2014). Event Detection by Feature Unpredictability in Phase-Contrast Videos of Cell Cultures. MICCAI. Proceedings. Springer. 154-161 Paper (2 MB)
Paper (2 MB) (2014). Extrinsic calibration of a fisheye multi-camera setup using overlapping fields of view. Intelligent Vehicles Symposium Proceedings. 1276--1281
(2014). First laboratory study of air-sea gas exchange at hurricane wind speeds. Ocean Sci. 10 257--265
(2014). Globally Optimal Joint Image Segmentation and Shape Matching based on Wasserstein Modes Technical Report (2.9 MB)
Technical Report (2.9 MB) (2014). Graph Based Image Analysis. University of Heidelberg
(2014). Hexicon 2: Automated Processing of Hydrogen-Deuterium Exchange Mass Spectrometry Data with Improved Deuteration Distribution Estimation. Journal of The American Society for Mass Spectrometry. 25 1018-1028 Technical Report (2.1 MB)
Technical Report (2.1 MB) (2014). Hierarchical Planar Correlation Clustering for Cell Segmentation. EMMCVPR. Proceedings. Springer. 8932 492-504 Technical Report (548.12 KB)
Technical Report (548.12 KB) (2014). High resolution 2-D fluorescence imaging of the mass boundary layer thickness at free water surfaces. J. Europ. Opt. Soc. Rap. Public. 9 14016
(2014). High-resolution 2-D fluorescence imaging of gas transfer at a free water surface. Ocean Science Meeting, 23--28. 02. 2014, Honolulu Hawaii
(2014). High-speed imaging of short wind waves by shape from refraction. J. Europ. Opt. Soc. Rap. Public. 9 14015
(2014). ilastik for Multi-modal Brain Tumor Segmentation. MICCAI BraTS (Brain Tumor Segmentation) Challenge. Proceedings, 3rdplace. 12-17 Technical Report (405.91 KB)
Technical Report (405.91 KB) (2014). Information-Geometric Optimization For Image Segmentation. University of Heidelberg
(2014). Instance Label Prediction by Dirichlet Process Multiple Instance Learning. UAI. Proceedings Technical Report (4.26 MB)
Technical Report (4.26 MB) (2014). Interactive Segmentation, Uncertainty and Learning. University of Heidelberg
(2014). Learning Latent Constituents for Recognition of Group Activities in Video. Proceedings of the European Conference on Computer Vision (ECCV) (Oral). Springer. 33--47 Technical Report (4.54 MB)
Technical Report (4.54 MB) (2014). Learning-based Segmentation for Connectomics. University of Heidelberg
(2014). Luft- Und Wasserseitige Strömungsverhältnisse Im Ringförmigen Heidelberger Wind-Wellen-Kanal (Aeolotron). Institut für Umweltphysik, Universität Heidelberg, Germany. http://www.ub.uni-heidelberg.de/archiv/17151
(2014). MAP-Inference on Large Scale Higher-Order Discrete Graphical Models by Fusion Moves. Computer Vision - {ECCV} 2014 Workshops - Zurich, Switzerland, September 6-7 and 12, 2014, Proceedings, Part {II}. http://dx.doi.org/10.1007/978-3-319-16181-5_37 Technical Report (557.49 KB)
Technical Report (557.49 KB) (2014). Measurement of wind waves statistics from specular reflections. Ocean Science Meeting, 23--28. 02. 2014, Honolulu Hawaii
(2014). Measuring air-sea gas exchange velocities in a large scale annular wind-wave tank. Ocean Sci. Discuss. 11 1643--1689
(2014). Morphological Analysis for Investigating Artistic Images. Image and Vision Computing. Elsevier. 32 414--423 Technical Report (2.86 MB)
Technical Report (2.86 MB) (2014). Multi-modal Brain Tumor Segmentation using Deep Convolutional NeuralNetworks. MICCAI BraTS (Brain Tumor Segmentation) Challenge. Proceedings, winningcontribution. 31-35
(2014). Multiple Instance Learning with Random Forests and Applications in Industrial Optical Inspection. University of Heidelberg
(2014). Multiple instance learning with response-optimized random forests. ICPR. Proceedings. 3768 - 3773 Technical Report (296.66 KB)
Technical Report (296.66 KB) (2014). Neural Networks: Optimization And Applications. University of Heidelberg
(2014). Offline Learning of Prototypical Negatives for Efficient Online Exemplar SVM. Winter Conference on Applications of Computer Vision. IEEE. 377--384. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6836075
(2014). Optical Flow. Handbook of Mathematical Methods in Imaging. Springer
(2014). Optical Measurement of Short Wind Waves --- from the Laboratory to the Field. Institut für Umweltphysik, Fakultät für Physik und Astronomie, Univ.\ Heidelberg. http://www.ub.uni-heidelberg.de/archiv/16304
(2014). Orientation Analysis in 4D Light Fields. IWR, Fakultät für Physik und Astronomie, Univ.\ Heidelberg. http://www.ub.uni-heidelberg.de/archiv/16439