Technical Program
Wednesday, September 3rd
10:00 - 10:50 Oral Session 1: Variational Models for Depth and Flow
Chair: Joachim Buhmann
- Scene Flow Estimation from Light Fields via the Preconditioned Primal-Dual Algorithm
Stefan Heber, Thomas Pock - Introducing more Physics into Variational Depth–from–Defocus
Nico Persch, Christopher Schroers, Simon Setzer, Joachim Weickert
11:15 - 12:30 Oral Session 2: Reconstruction
Chair: Jürgen Gall
- High-Resolution Stereo Datasets with Subpixel-Accurate Ground Truth
Daniel Scharstein, Heiko Hirschmüller, York Kitajima, Greg Krathwohl, Nera Nesic, Xi Wang, Porter Westling - Semi-Global Matching: a principled derivation in terms of Message Passing
Amnon Drory, Carsten Haubold, Shai Avidan, Fred A. Hamprecht - Submap-based Bundle Adjustment for 3D Reconstruction from RGB-D Data
Robert Maier, Jürgen Sturm, Daniel Cremers
15:00 - 15:50 Oral Session 3: Bio-Informatics
Chair: Joachim Hornegger
- A Hierarchical Bayesian Approach for Unsupervised Cell Phenotype Clustering
Mahesh Venkata Krishna, Joachim Denzler - Information Bottleneck for Pathway-centric Gene Expression Analysis
David Adametz, Melanie Rey, Volker Roth
16:15 - 18:00 Poster Session 1 and Young Researchers Forum
- Probabilistic Progress Bars
Martin Kiefel, Christian Schuler, Philipp Hennig - Wide Base Stereo with Fisheye Optics: A Robust Approach for 3D Reconstruction in Driving Assistance
Jose Esparza, Michael Helmle, Bernd Jähne - Detection and Segmentation of Clustered Objects by Using Iterative Classification, Segmentation, and Gaussian Mixture Models and Application to Wood Log Detection
Christopher Herbon, Klaus Tönnies, Bernd Stock - Tracking-Based Visibility Estimation
Stephan Lenor, Johannes Martini, Bernd Jähne, Ulrich Stopper, Stefan Weber, Florian Ohr - Predicting the Influence of Additional Training Data on Classification Performance for Imbalanced Data
Stephen Kockentiedt, Klaus Tönnies, Erhardt Gierke - Signal/Background Classification of Time Series for Biological Virus Detection
Dominic Siedhoff, Hendrik Fichtenberger, Pascal Libuschewski, Frank Weichert, Christian Sohler, Heinrich Müller - Efficient Hierarchical Triplet Merging for Camera Pose Estimation
Helmut Mayer - Lens-based Depth Estimation for Multi-Focus Plenoptic Cameras
Oliver Fleischmann, Reinhard Koch - Efficient Metropolis-Hasting Image Analysis for the Location Of Vascular Entity
Henrik Skibbe, Marco Reisert, Shin Ishii - Automatic Determination of Anatomical Correspondences for Multimodal Field of View Correction
Hima Patel, Karthik Gurumoorthy, Seshadri Thiruvenkadam - Accurate Detection in Volumetric Images using Elastic Registration based Validation
Dominic Mai, Jasmin Dürr, Klaus Palme, Olaf Ronneberger - A Human Factors Study of Graphical Passwords using Biometrics
Benjamin S. Riggan, Wesley E. Snyder, Xiaogang Wang, Jing Feng - Pedestrian Orientation Estimation
Joe Lallemand, Alexandra Ronge, Magdalena Szczot, Slobodan Ilic - Distance-based Descriptors and their Application in the Task of Object Detection
Radovan Fusek, Eduard Sojka - Hough Forests Revisited: An Approach to Multiple Instance Tracking from Multiple Cameras
Georg Poier, Samuel Schulter, Sabine Sternig, Peter M. Roth, Horst Bischof - Graph-Based and Variational Minimization of Statistical Cost Functionals for 3D Segmentation of Aortic Dissections
Cosmin Adrian Morariu, Tobias Terheiden, Daniel Sebastian Dohle, Konstantinos Tsagakis, Josef Pauli - Automatic 3D Reconstruction of Indoor Manhattan World Scenes using Kinect Depth Data (YRF)
Dominik Wolters - Can Cosegmentation Improve the Object Detection Quality? (YRF)
Timo Lüddecke - Multi-Atlas Based Segmentation of Corpus Callosum on MRIs of Multiple Sclerosis Patients (YRF)
Anneke Meyer - Committees of deep feedforward networks trained with few data (YRF)
Bogdan Miclut
Thursday, September 4th
10:00 - 10:50 Oral Session 4: Image Processing & Analysis
Chair: Reinhard Koch
- Guided Image Super-Resolution: A New Technique for Photogeometric Super-Resolution in Hybrid 3-D Range Imaging
Florin C. Ghesu, Thomas Köhler, Sven Haase, Joachim Hornegger - Image Descriptors based on Curvature Histograms
Philipp Fischer, Thomas Brox
11:15 - 12:30 Oral Session 5: Feature Computation
Chair: Bodo Rosenhahn
- Robust PCA: Optimization of the Robust Reconstruction Error on the Stiefel Manifold
Anastasia Podosinnikova, Simon Setzer, Matthias Hein - An O(n log n) Cutting Plane Algorithm for Structured Output Ranking
Matthew B. Blaschko, Arpit Mittal, Esa Rahtu - Exemplar-specific Patch Features for Fine-grained Recognition
Alexander Freytag, Erik Rodner, Trevor Darrell, Joachim Denzler
14:00 - 15:15 Oral Session 6: Video Interpretation
Chair: Joachim Denzler
- Motion Segmentation with Weak Labeling Priors
Hodjat Rahmati, Ralf Dragon, Ole Morten Aamo, Luc van Gool, Lars Adde - Object-level Priors for Stixel Generation
Marius Cordts, Lukas Schneider, Markus Enzweiler, Uwe Franke, Stefan Roth - Coherent Multi-Sentence Video Description with Variable Level of Detail
Anna Rohrbach, Marcus Rohrbach, Wei Qiu, Annemarie Friedrich, Manfred Pinkal, Bernt Schiele
15:45 - 16:35 Oral Session 7: Segmentation & Labeling
Chair: Matthias Hein
- Joint supervised – unsupervised segmentation
Thorben Kroeger, Jörge H. Kappes, Thorsten Beier, Ullrich Koethe, Fred A. Hamprecht - Mind the gap: modeling local and global context in (road) networks
Javier A. Montoya-Zegarra, Jan D. Wegner, Lubor Ladicky, Konrad Schindler
16:35 - 18:20 Poster Session 2 and Young Researchers Forum
- Encoding Spatial Arrangements of Visual Words for Rotation-invariant Image Classification
Hafeez Anwar, Sebastian Zambanini, Martin Kampel - Mask-specific inpainting with deep neural networks
Rolf Köhler, Christian Schuler, Bernhard Schölkopf, Stefan Harmeling - Detection of Clustered Objects in Sparse Point Clouds Through 2D Classification and Quadric Filtering
Christopher Herbon, Benjamin Otte, Klaus Tönnies, Bernd Stock - On the Second Order Statistics of Essential Matrix Elements
M. Hossein Mirabdollah, Bärbel Mertsching - Geometric Reasoning for Uncertain Observations of Man-Made Structures
Jochen Meidow - Locality Sensitive Hashing using GMM
Fabian Schmieder, Bin Yang - Coded Aperture Flow
Anita Sellent, Paolo Favaro - Kernel Density Estimation for Post Recognition Score Analysis
Sebastian Sudholt, Leonard Rothacker, Gernot A. Fink - Recognizing Scene Categories of Historical Postcards
Rene Grzeszick, Gernot A. Fink - A Stochastic Late Fusion Approach to Human Action Recognition in Unconstrained Images and Videos
Muhammad Shahzad Cheema, Abdalrahman Eweiwi, Christian Bauckhage - A Dense Pipeline for 3D Reconstruction from Image Sequences
Timm Schneevoigt, Christopher Schroers, Joachim Weickert - Active Online Learning for Interactive Segmentation Using Sparse Gaussian Processes
Rudolph Triebel, Jan Stühmer, Mohamed Souiai, Daniel Cremers - Multi-View Tracking of Multiple Targets with Dynamic Cameras
Till Kroeger, Ralf Dragon, Luc van Gool - Quality Based Information Fusion in Fully Automatized Celiac Disease Diagnosis
Michael Gadermayr, Andreas Uhl, Andreas Vecsei - Fine-grained Activity Recognition with Holistic and Pose based Features
Leonid Pishchulin, Mykhaylo Andriluka, Bernt Schiele - Obtaining 2D Surface Characteristics from Specular Surfaces
Mathias Ziebarth, Markus Vogelbacher, Sabine Olawsky, Jürgen Beyerer - Learning Must-Link Constraints for Video Segmentation based on Spectral Clustering
Anna Khoreva, Fabio Galasso, Matthias Hein, Bernt Schiele - Gas Bubble Shape Measurement and Analysis (YRF)
Claudius Zelenka - Scene Segmentation in Adverse Vision Conditions (YRF)
Evgeny Levinkov - Learning Multi-Scale Representations for Material Classification (YRF)
Wenbin Li - Casting Random Forests as Artificial Neural Networks (and Profiting from It) (YRF)
Johannes Welbl
Friday, September 5th
10:00 - 10:50 Oral Session 8: Deep Learning & Segmentation
Chair: Xiaoyi Jiang
- Convolutional Decision Trees for Feature Learning and Segmentation
Dmitry Laptev, Joachim M. Buhman - A Deep Variational Model for Image Segmentation
Rene Ranftl, Thomas Pock
11:15 - 12:30 Oral Session 9: Human Pose & People Tracking
Chair: Dietrich Paulus
- Test-time Adaptation for 3D Human Pose Estimation
Sikandar Amin, Philipp Müller, Andreas Bulling, Mykhaylo Andriluka - Efficient Multiple People Tracking using Minimum Cost Arborescences
Roberto Henschel, Laura Leal-Taixe, Bodo Rosenhahn - Capturing Hand Motion with an RGB-D Sensor, Fusing a Generative Model with Salient Points
Dimitrios Tzionas, Abhilash Srikantha, Pablo Aponte, Jürgen Gall
14:00 - 15:15 Oral Session 10: Interpolation and Inpainting
Chair: Olaf Ronneberger
- Flow and Color Inpainting for Video Completion
Michael Strobel, Julia Diebold, Daniel Cremers - Spatial and Temporal Interpolation of Multi-View Image Sequences
Tobias Gurdan, Martin R. Oswald, Daniel Gurdan, Daniel Cremers - Pose Normalization for Eye Gaze Estimation and Facial Attribute Description from Still Images
Bernhard Egger, Sandro Schönborn, Andreas Forster, Thomas Vetter