GCPR/VMV 2018 Program
Program at a Glance
GCPR/VMV 2018 Conference Booklet
Conference Booklet: Download hereGCPR 2018 Program
Tuesday, October 9th
| 08:30 - 19:00 | Registration |
| 09:00 - 10:30 | Tutorial 1 (V38.02) "Introduction to Light Field Analysis" - Part I Bastian Goldlücke, University of Konstanz Ole Johannsen, University of Konstanz |
| 10:30 - 11:00 | Coffee Break (Library) |
| 11:00 - 12:30 | Tutorial 1 (V38.02) "Introduction to Light Field Analysis" - Part II Bastian Goldlücke, University of Konstanz Ole Johannsen, University of Konstanz |
| 12:30 - 14:00 | Lunch (Mensa) |
| 14:00 - 15:00 | Tutorial 2 (V38.02) "Discriminative Correlation Filters for Visual Tracking" - Part I Martin Danelljan, Linköping University |
| 15:00 - 15:30 | Coffee Break (Library) |
| 15:30 - 16:30 | Tutorial 2 (V38.02) "Discriminative Correlation Filters for Visual Tracking" - Part II Martin Danelljan, Linköping University |
| 13:30 - 16:00 | Workshop (V38.04, in parallel to Tutorial 2) "Computer Vision Challenges in Industry" Alexander Freytag, Carl-Zeiss AG Carsten Steger, MVTec Software GmbH, TU Munich Bodo Rosenhahn, Leibniz University Hannover |
|
13:30 13:35 14:05 14:35 15:05 15:35 16:05 16:30 |
Welcome and Introduction Christian Wojek, Zeiss "Computer Vision for Microscopy Applications" Nils Hasler, The Captury "Computer Vision Challenges at StartUps" Tobias Klinder, Phillips "Computer Vision and Machine Learning Challenges in Diagnostic Imaging" Carsten Steger, MVTec "Computer Vision for Industrial Applications" Uwe Franke, Daimler "Computer Vision for Automotive Applications" Panel Discussion and Questions to Speakers Workshop Closing |
| 16:30 - 17:00 | Coffee Break (Library) |
| 17:00 - 18:00 | Keynote Michael Cohen (V38.01) Session Chair: Oliver Deussen |
|
|
Prof. Michael Cohen, Facebook, University of Washington "Still, In Motion" |
| 18:30 - 21:00 | Reception (Hotel Campus Guest, University Campus) |
Wednesday, October 10th
| 08:30 - 17:30 | Registration |
| 09:00 - 09:10 | GCPR/VMV 2018 Opening |
| 09:10 - 10:10 | Keynote Raquel Urtasun (V38.01) Session Chair: Andres Bruhn |
|
|
Prof. Raquel Urtasun, Uber ATG Toronto, University of Toronto "A Future with Affordable Self-Driving Vehicles" |
| 10:10 - 10:30 | Coffee Break (Library) |
| 10:30 - 11:30 |
40 Years DAGM (V38.01) Session Chair: Reinhard Koch |
|
10:30 10:50 11:10 |
Reinhard Koch, Christian-Albrechts-University Kiel 40 Years of DAGM/GCPR Symposium: Welcome Note Hans Burkhardt, Albert-Ludwigs-University Freiburg "Milestones at DAGM and in Pattern Recognition over the last 40 years" Joachim Buhmann, ETH Zürich "Patterns everywhere! Can I believe what my algorithm detects?" |
| 11:30 - 12:30 |
40 Years DAGM - Invited Talks (V38.01) Session Chair: Bernt Schiele |
|
11:30 12:00 |
Joachim Hornegger, University Erlangen-Nürnberg "The Past, Present and Future of Medical Image Analysis" Michael Black, Max Planck Institute for Intelligent Systems "Estimating Human Motion: Past, Present, and Future" |
| 12:30 - 14:00 | Lunch (Mensa) |
| 14:00 - 15:00 |
Awards (V38.01) Session Chairs: Reinhard Koch, Helmut Mayer, Uwe Franke, Carsten Steger |
|
|
German Pattern Recognition Award DAGM MVTec Dissertation Award DAGM Best Master's Thesis Award |
| 15:00 - 16:00 | Posters and Coffee 1: Posters 1 (Library, V38.03) |
| P1-01 | Topology-Based 3D Reconstruction of Mid-level Primitives in Man-Made Environments Dominik Wolters, Reinhard Koch |
| P1-02 | Associative Deep Clustering: Training a Classification Network with no Labels Philip Häusser, Johannes Plapp, Vladimir Golkov, Elie Aljalbout, Daniel Cremers |
| P1-03 | A Table Tennis Robot System using an industrial KUKA Robot Arm Jonas Tebbe, Yapeng Gao, Marc Sastre Rienitz, Andreas Zell |
| P1-04 | View-Aware Person Re-Identification Gregor Blott, Jie Yu, Christian Heipke |
| P1-05 | MC2SLAM: Real-Time Inertial Lidar Odometry using Two-Scan Motion Compensation Frank Neuhaus, Tilman Koss, Robert Kohnen, Dietrich Paulus |
| P1-06 | An Analysis by Synthesis Approach for Automatic Vertebral Shape Identification in Clinical QCT Stefan Reinhold, Timo Damm, Lukas Huber, Reimer Andresen, Reinhard Barkmann, Claus-C. Glüer, Reinhard Koch |
| P1-07 | Parcel Tracking in Large Camera Networks Sascha Clausen, Claudius Zelenka, Tobias Schwede, Reinhard Koch |
| P1-08 | Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice Loss Oldrich Kodym, Michal Spanel |
| P1-09 | Detection of Mechanical Damages in Sawn Timber Using Convolutional Neural Networks Nikolay Rudakov, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Heikki Haario |
| P1-10 | Compressed-Domain Video Object Tracking using Markov Random Fields with Graph Cuts Optimization Fernando Bombardelli, Serhan Gül, Cornelius Hellge |
| P1-11 | Metric-Driven Learning of Correspondence Weighting for 2-D/3-D Image Registration Roman Schaffert, Jian Wang, Peter Fischer, Anja Borsdorf, Andreas K. Maier |
| P1-12 | Multi-view X-ray R-CNN Jan-Martin Steitz, Faraz Saeedan, Stefan Roth |
| P1-13 | Ex Paucis Plura: Learning Affordance Segmentation from Very Few Examples Johann Sawatzky, Martin Garbade, Jürgen Gall |
| 16:00 - 17:20 | Oral Session 1: Learning I (V38.01) Session Chair: Peter Gehler |
| 16:00 | Domain Generalization with Domain-Specific Aggregation Modules Antonio D'Innocente, Barbara Caputo |
| 16:15 | X-GAN: Improving Generative Adversarial Networks with ConveX Combinations Oliver Blum, Biagio Brattoli, Björn Ommer |
| 16:30 | A randomized gradient-free attack to ReLU networks Francesco Croce, Matthias Hein |
| 16:45 | Cross and Learn: Cross-Modal Self-Supervision Nawid Sayed, Biagio Brattoli, Björn Ommer |
| 17:00 | KS(conf): A Light-Weight Test if a ConvNet Operates Outside of Its Specifications Remy Sun, Christoph H. Lampert |
| 19:00 - 22:00 | Conference Dinner (Großer Kursaal, Bad Cannstatt) |
Thursday, October 11th
| 08:30 - 18:00 | Registration |
| 09:00 - 10:00 | Keynote Metin Sitti (V38.01) Session Chair: Daniel Weiskopf |
|
|
Prof. Metin Sitti, MPI for Intelligent Systems, Carnegie Mellon University "Small-Scale Soft Robotics" |
| 10:00 - 10:40 | Joint Oral Session 1 (V38.01) Session Chair: Filip Sadlo |
| 10:00 | Sublabel-accurate Convex Relaxation with Total Generalized Variation Regularization Michael Strecke, Bastian Goldlücke |
| 10:15 | Parameter Space Comparison of Inertial Particle Model Jerome Holbein, Tobias Günther |
| 10:40 - 11:40 | Posters and Coffee 2: Nectar Posters 1 (Library, V38.03) |
| P2-01 | NeuralNetwork-Viterbi: A Framework for Weakly Supervised Video Learning (CVPR 2018) Alexander Richard, Hilde Kühne, Ahsan Iqbal, Jürgen Gall |
| P2-03 | Detail-Preserving Pooling in Deep Networks (CVPR 2018) Faraz Saeedan, Nicolas Weber, Michael Gösele, Stefan Roth |
| P2-05 | Optimization Landscape and Expressivity of Deep CNNs (ICML 2018) Quynh Nguyen, Matthias Hein |
| P2-07 | ProFLow: Learning to Predict Optical Flow (BMVC 2018) Daniel Maurer, Andres Bruhn |
| P2-08 | Inline Occlusion Handling for Light Field Depth Estimation (CVPR 2018) Hendrik Schilling, Maximilian Diebold, Carsten Rother, Bernd Jähne |
| P2-10 | Combining Shape from Shading and Stereo: A Joint Variational Method for Estimating Depth, Illumination and Albedo (IJCV 2018) Daniel Maurer, Yong-Chul Ju, Michael Breuß, Andres Bruhn |
| P2-12 | X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery (MICCAI 2018) Bastian Bier, Mathias Unberath, Jan-Nico Zaech, Javad Fotouhi, Mehran Armand, Greg Osgood, Nassir Navab, Andreas Maier |
| P2-14 | Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample Objective (CVPR 2018) Apratim Bhattacharyya, Bernt Schiele, Mario Fritz |
| 11:40 - 12:30 | Oral Session 2: Motion and Video I (V38.01) Session Chair: Jürgen Gall |
| 11:40 | On the Integration of Optical Flow and Action Recognition Laura Sevilla-Lara, Yiyi Liao, Fatma Guney, Varun Jampani, Andreas Geiger, Michael J. Black |
| 11:55 | Context-driven Multi-stream LSTM (M-LSTM) for Recognizing Fine-Grained Activity of Drivers Ardhendu Behera, Alexander H Keidel, Bappaditya Debnath |
| 12:10 | 3D Fluid Flow Estimation with Integrated Particle Reconstruction Katrin Lasinger, Christoph Vogel, Thomas Pock, Konrad Schindler |
| 12:30 - 14:00 | Lunch (Mensa) |
| 14:00 - 15:00 | Oral Session 3: Applications (V38.01) Session Chair: Uwe Franke |
| 14:00 | Counting the uncountable: deep semantic density estimation from Space Andres C Rodriguez, Jan Dirk Wegner |
| 14:15 | Acquire, Augment, Segment & Enjoy: Weakly Supervised Instance Segmentation of Supermarket Products Patrick Follmann, Bertram Drost, Tobias Böttger |
| 14:30 | Vehicle Re-Identification in Context Aytac Kanacı, Xiatian Zhu, Shaogang Gong |
| 14:45 | Low-Shot learning of plankton categories Simon-Martin Schröder, Rainer Kiko, Jean-Olivier Irisson, Reinhard Koch |
| 15:00 - 16:00 | Posters and Coffee 3: Posters 2 (Library, V38.03) |
| P3-01 | Multimodal Dense Stereo Matching Max Mehltretter, Sebastian P. Kleinschmidt, Bernardo Wagner, Christian Heipke |
| P3-02 | Deep Distance Transform to Segment Visually Indistinguishable Merged Objects Sören Klemm, Xiaoyi Jiang, Benjamin Risse |
| P3-03 | Multi-class Cell Segmentation using CNNs with F1-measure Loss Function Aaron Scherzinger, Philipp Hugenroth, Marike Rüder, Sven Bogdan, Xiaoyi Jiang |
| P3-04 | Improved Semantic Stixels via Multimodal Sensor Fusion Florian Piewak, Peter Pinggera, Markus Enzweiler, David Pfeiffer, Marius Zöllner |
| P3-05 | Convolve, Attend and Spell: An Attention-based Sequence-to-Sequence Model for Handwritten Word Recognition Lei Kang, J.Ignacio Toledo, Pau Riba, Mauricio Villegas, Alicia Fornes, Marcal Rusinol |
| P3-06 | Illumination Estimation is Sufficient for Indoor-Outdoor Image Classification Nikola Banic, Sven Loncaric |
| P3-07 | DeepKey: Towards End-to-End Physical Key Replication From a Single Photograph Rory J Smith, Tilo Burghardt |
| P3-08 | Deriving Neural Network Architectures using Precision Learning: Parallel-to-fan beam Conversion Christopher Syben, Bernhard Stimpel, Jonathan Lommen, Arnd Dörfler, Andreas K. Maier |
| P3-09 | Detecting Face Morphing Attacks by Analyzing the Directed Distances of Facial Landmarks Shifts Naser Damer, Viola Boller, Yaza Wainakh, Fadi Boutros, Philipp Terhörst, Andreas Braun, Arjan Kuijper |
| P3-10 | KloudNet: Deep Learning for Sky Image Analysis and Irradiance Forecasting Dinesh Pothineni, Martin R. Oswald, Jan Poland, Marc Pollefeys |
| P3-11 | Learning Style Compatibility for Furniture Divyansh Aggarwal, Elchin Valiyev, Fadime Sener, Angela Yao |
| P3-12 | Temporal Interpolation as an Unsupervised Pretraining Task for Optical Flow Estimation Jonas Wulff, Michael J. Black |
| P3-13 | Decoupling Respiratory and Angular Variation in Rotational X-ray Scans Using a Prior Bilinear Model Tobias Geimer, Paul Keall, Katharina Breininger, Vincent Caillet, Michelle Dunbar, Christoph Bert, Andreas K Maier |
| 16:00 - 17:20 | Oral Session 4: Learning II (V38.01) Session Chair: Christoph Lampert |
| 16:00 | Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in CNNs Timo Hackel, Mikhail Usvyatsov, Silvano Galliani, Jan Dirk Wegner, Konrad Schindler |
| 16:15 | End-to-end Learning of Deterministic Decision Trees Thomas M Hehn, Fred Hamprecht |
| 16:30 | Taming the Cross Entropy Loss Manel Martinez, Rainer Stiefelhagen |
| 16:45 | Supervised Deep Kriging for Single-Image Super-Resolution Gianni Franchi, Andreas Kolb, Angela Yao |
| 17:00 | Information-Theoretic Active Learning for Content-Based Image Retrieval Björn Barz, Christoph Käding, Joachim Denzler |
| 17:40 - 19:00 | DAGM Assembly |
Friday, October 12th
| 08:00 - 11:30 | Registration |
| 09:00 - 10:00 | Keynote Juri Stanossek (V38.01) Session Chair: Fabian Beck |
|
|
Prof. Juri Stanossek, Mackevision, Film Academy of Ludwigsburg "Jim Button and Luke the Engine Driver" |
| 10:00 - 10:40 | Joint Oral Session 2 (V38.01) Session Chair: Thomas Brox |
| 10:00 | NRST: Non-rigid Surface Tracking from Monocular Video Marc Habermann, Weipeng Xu, Helge Rhodin, Michael Zollhöfer, Gerard Pons-Moll, Christian Theobalt |
| 10:15 | Painterly Rendering Using Limited Paint Color Palettes Thomas Lindemeier, Martin Gülzow, Oliver Deussen |
| 10:40 - 11:40 | Posters and Coffee 4: Nectar Posters 2 (Library, V38.03) |
| P4-01 | Improvement of Extrinsic Parameters from a Single Stereo Pair (WACV 2018) Andreas Kuhn, Lukas Roth, Jan-Michael Frahm, Helmut Mayer |
| P4-03 | High Quality Facade Segmentation Based on Structured Random Forest, Region Proposal Network and Rectangular Fitting (ISPRS Annals 2018) Kujtim Rahmani, Helmut Mayer |
| P4-05 | Efficient and Accurate Registration of Point Clouds with Plane to Plane Correspondences (ICCV 2017) Wolfgang Förstner, Kourosh Khoshelham |
| P4-07 | Structure-from-Motion-Aware PatchMatch for Adaptive Optical Flow Estimation (ECCV 2018) Daniel Maurer, Nico Marniok, Bastian Goldlücke, Andres Bruhn |
| P4-08 | Double Your Views - Exploiting Symmetry in Transmission Imaging (MICCAI 2018) Alexander Preuhs, Andreas Maier, Michael Manhart, Javad Fotouhi, Nassir Navab, Mathias Unberath |
| P4-10 | Intraoperative brain shift compensation using a hybrid mixture model (MICCAI 2018) Siming Bayer, Nishant Ravikumar, Andreas Maier |
| P4-12 | Partial Optimality and Fast Lower Bounds for Weighted Correlation Clustering (ICML 2018) Jan-Hendrik Lange, Andreas Karrenbauer, Björn Andres |
| 11:40 - 12:30 | Oral Session 5: Optimization and Clustering (V38.01) Session Chair: Wolfgang Förstner |
| 11:40 | AFSI: Adaptive Restart for Fast Semi-Iterative Schemes for Convex Optimisation Jon Arnar Tomasson, Peter Ochs, Joachim Weickert |
| 11:55 | Invexity Preserving Transformations for Projection Free Optimization with Sparsity Inducing Non-Convex Constraints Sebastian M. Keller, Damian Murezzan, Volker Roth |
| 12:10 | Unsupervised Label Learning on Manifolds by Spatially Regularized Geometric Assignment Artjom Zern, Matthias Zisler, Freddie Astrom, Stefania Petra, Christoph Schnörr |
| 12:30 - 12:40 | Paper Awards and Closing |
VMV 2018 Program
Tuesday, October 9th
| 08:30 - 19:00 | Registration |
| 17:00 - 18:00 | Keynote Michael Cohen (V38.01) Session Chair: Oliver Deussen |
|
|
Prof. Michael Cohen, Facebook, University of Washington "Still, In Motion" |
| 18:30 - 21:00 | Reception (Hotel Campus Guest, University Campus) |
Wednesday, October 10th
| 08:30 - 17:30 | Registration |
| 09:00 - 09:10 | GCPR/VMV 2018 Opening |
| 09:10 - 10:10 | Keynote Raquel Urtasun (V38.01) Session Chair: Andres Bruhn |
|
|
Prof. Raquel Urtasun, Uber ATG Toronto, University of Toronto "A Future with Affordable Self-Driving Vehicles" |
| 10:10 - 10:30 | Coffee Break (Library) |
| 10:30 - 11:20 | Oral Session 1: Rendering (V38.04) |
| A Fast and Efficient Semi-guided Algorithm for Flat Coloring Line-arts Sébastian Fourey, David Tschumperlé, David Revoy | |
| Interactive Interpolation of Metallic Effect Car Paints Tim Golla, Reinhard Klein | |
| 11:20 - 11:40 | Coffee Break (Library) |
| 11:40 - 12:30 | Oral Session 2: Augmanted Reality (V38.04) |
| Dynamic Environment Mapping for Augmented Reality Applications on Mobile Devices Rafael Monroy, Matis Hudon, Aljosa Smolic | |
| With Teeth: Denture Preview in Augmented Reality Aleksandr Amirkhanow, Artem Amirkhanov, Matthias Bernhard, Zsolt Toth, Sabine Stiller, Andreas Geier, Eduard Gröller, Gabriel Mistelbauer | |
| 12:30 - 14:00 | Lunch (Mensa) |
| 14:00 - 15:10 | Oral Session 3: Image Analysis and Visualization (V38.04) |
| The Parallel Eigenvectors Operator Timo Oster, Christian Roessl, Holger Theisel | |
| Automatic generation of saliency-based areas of interest Wolfgang Fuhl, Thomas Kuebler, Thiago Santini, Enkelejda Kasneci | |
| Automatic Infant Face Verification via Convolutional Neural Networks Leslie Wöhler, Hangjian Zhang, Georgia Albuquerque and Marcus Magnor | |
| 15:10 - 16:00 | Coffee Break (Library) |
| 16:00 - 17:20 | GI FB GDV Assembly (V38.04) |
| 19:00 - 22:00 | Conference Dinner (Großer Kursaal, Bad Cannstatt) |
Thursday, October 11th
| 08:30 - 18:00 | Registration |
| 09:00 - 10:00 | Keynote Metin Sitti (V38.01) Session Chair: Daniel Weiskopf |
|
|
Prof. Metin Sitti, MPI for Intelligent Systems, Carnegie Mellon University "Small-Scale Soft Robotics" |
| 10:00 - 10:40 | Joint Oral Session 1 (V38.01) Session Chair: Filip Sadlo |
| 10:00 | Sublabel-accurate Convex Relaxation with Total Generalized Variation Regularization Michael Strecke, Bastian Goldlücke |
| 10:15 | Parameter Space Comparison of Inertial Particle Model Jerome Holbein, Tobias Günther |
| 10:40 - 11:40 | Coffee Break (Library) |
| 11:40 - 12:30 | Oral Session 4: Scanning (V38.04) |
| Efficient Global Registration for Nominal/Actual Comparisons Sarah Berkei, Max Limper, Christian Hörr, Arjan Kuijper | |
| Hierarchical additive poisson disk sampling Alexander Dieckmann | |
| 12:30 - 14:00 | Lunch (Mensa) |
| 14:00 - 15:10 | Oral Session 5: Data Structures and Volumes (V38.04) |
| Fast and Dynamic Construction of Bounding Volume Hierarchies based on Loose Octrees Feng Gu, Johannes Jendersie, Thorsten Grosch | |
| Compressed Bounding Volume Hierarchies for Efficient Ray Tracing of Disperse Hair Magdalena Martinek, Marc Stamminger, Nikolaus Binder, Alexander Keller | |
| Efficient Subsurface Scattering Simulation for Time-of-Flight Sensors David Bulczak, Andreas Kolb | |
| 15:10 - 16:00 | Coffee Break (Library) |
| 16:00 - 17:20 | Oral Session 6: Information and Geographic Visualization (V38.04) |
| Identifying Similar Eye Movement Patterns with t-SNE Michael Burch | |
| Correlated Point Sampling for Geospatial Scalar Field Visualization Riccardo Roveri, Dirk J. Lehmann, Markus Gross, Tobias Günther | |
| Clustering for Stacked Edge Splatting Moataz Abdelaal, Marcel Hlawatsch, Michael Burch, Daniel Weiskopf |
Friday, October 12th
| 08:00 - 11:30 | Registration |
| 09:00 - 10:00 | Keynote Juri Stanossek (V38.01) Session Chair: Fabian Beck |
|
|
Prof. Juri Stanossek, Mackevision, Film Academy of Ludwigsburg "Jim Button and Luke the Engine Driver" |
| 10:00 - 10:40 | Joint Oral Session 2 (V38.01) Session Chair: Thomas Brox |
| 10:00 | NRST: Non-rigid Surface Tracking from Monocular Video Marc Habermann, Weipeng Xu, Helge Rhodin, Michael Zollhöfer, Gerard Pons-Moll, Christian Theobalt |
| 10:15 | Painterly Rendering Using Limited Paint Color Palettes Thomas Lindemeier, Martin Gülzow, Oliver Deussen |
| 10:40 - 11:40 | Coffee Break (Library) |
| 11:40 - 12:30 | Oral Session 7: Scientific Visualization (V38.04) |
| Web-based Volume Rendering using Progressive Importance-based Data Transfer Finian Mwalongo, Michael Krone, Guido Reina, Thomas Ertl | |
| Interactive Visual Exploration of Line Clusters Mathias Kanzler, Rüdiger Westermann | |
| 12:30 - 12:40 | Paper Awards and Closing |