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