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ORCID39th GCPR 2017: Basel, Switzerland
- Volker Roth
, Thomas Vetter:
Pattern Recognition - 39th German Conference, GCPR 2017, Basel, Switzerland, September 12-15, 2017, Proceedings. Lecture Notes in Computer Science 10496, Springer 2017, ISBN 978-3-319-66708-9
Biomedical Image Processing and Analysis
- Michael Gadermayr, Sean Steven Cooper, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof:
A Quantitative Assessment of Image Normalization for Classifying Histopathological Tissue of the Kidney. 3-13
Classification and Detection
- Florian Kluger, Hanno Ackermann, Michael Ying Yang, Bodo Rosenhahn:
Deep Learning for Vanishing Point Detection Using an Inverse Gnomonic Projection. 17-28 - Miguel Ángel Bautista, Patrick Fuchs, Björn Ommer:
Learning Where to Drive by Watching Others. 29-40 - Yang He, Margret Keuper, Bernt Schiele, Mario Fritz:
Learning Dilation Factors for Semantic Segmentation of Street Scenes. 41-51 - Sergey Prokudin, Daniel Kappler, Sebastian Nowozin, Peter V. Gehler:
Learning to Filter Object Detections. 52-62
Computational Photography
- Mehdi Noroozi, Paramanand Chandramouli, Paolo Favaro:
Motion Deblurring in the Wild. 65-77 - Florian Lang, Tobias Plötz, Stefan Roth:
Robust Multi-image HDR Reconstruction for the Modulo Camera. 78-89 - Teresa Klatzer, Daniel Soukup, Erich Kobler, Kerstin Hammernik, Thomas Pock:
Trainable Regularization for Multi-frame Superresolution. 90-100
Image and Video Processing
- Evgeny Levinkov, Alexander Kirillov, Bjoern Andres:
A Comparative Study of Local Search Algorithms for Correlation Clustering. 103-114 - Dominik Wolters, Reinhard Koch:
Combined Precise Extraction and Topology of Points, Lines and Curves in Man-Made Environments. 115-125 - Ahsan Iqbal, Alexander Richard, Hilde Kuehne, Juergen Gall:
Recurrent Residual Learning for Action Recognition. 126-137 - Ecaterina Bodnariuc, Stefania Petra, Christoph Schnörr, Jason D. Voorneveld:
A Local Spatio-Temporal Approach to Plane Wave Ultrasound Particle Image Velocimetry. 138-149
Machine Learning and Pattern Recognition
- Jing Yu Koh, Wojciech Samek, Klaus-Robert Müller, Alexander Binder:
Object Boundary Detection and Classification with Image-Level Labels. 153-164 - Sven Sickert, Joachim Denzler:
Semantic Segmentation of Outdoor Areas Using 3D Moment Invariants and Contextual Cues. 165-176 - Fernando Moya Rueda, Rene Grzeszick, Gernot A. Fink:
Neuron Pruning for Compressing Deep Networks Using Maxout Architectures. 177-188 - Christoph Vogel, Thomas Pock:
A Primal Dual Network for Low-Level Vision Problems. 189-202 - Osama Makansi, Eddy Ilg, Thomas Brox:
End-to-End Learning of Video Super-Resolution with Motion Compensation. 203-214 - Alexander Warnecke, Timo Lüddecke, Florentin Wörgötter:
Convolutional Neural Networks for Movement Prediction in Videos. 215-225 - Alexander Schultheiß, Christoph Käding, Alexander Freytag, Joachim Denzler:
Finding the Unknown: Novelty Detection with Extreme Value Signatures of Deep Neural Activations. 226-238 - Martin Knoche, Daniel Merget, Gerhard Rigoll:
Improving Facial Landmark Detection via a Super-Resolution Inception Network. 239-251
Mathematical Foundations, Statistical Data Analysis and Models
- Carsten Haubold, Virginie Uhlmann, Michael Unser, Fred A. Hamprecht:
Diverse M-Best Solutions by Dynamic Programming. 255-267 - Byung-Woo Hong, Ja-Keoung Koo, Hendrik Dirks, Martin Burger:
Adaptive Regularization in Convex Composite Optimization for Variational Imaging Problems. 268-280 - Erich Kobler, Teresa Klatzer, Kerstin Hammernik, Thomas Pock:
Variational Networks: Connecting Variational Methods and Deep Learning. 281-293 - Matthias Zisler, Fabrizio Savarino, Stefania Petra, Christoph Schnörr:
Gradient Flows on a Riemannian Submanifold for Discrete Tomography. 294-305 - Nico S. Gorbach, Andrew An Bian, Benjamin Fischer, Stefan Bauer, Joachim M. Buhmann:
Model Selection for Gaussian Process Regression. 306-318
Motion and Segmentation
- Gottfried Munda, Alexander Shekhovtsov, Patrick Knöbelreiter, Thomas Pock:
Scalable Full Flow with Learned Binary Descriptors. 321-332 - Christian Wilms, Simone Frintrop:
Edge Adaptive Seeding for Superpixel Segmentation. 333-344
Pose, Face and Gesture
- Thiemo Alldieck, Marc Kassubeck, Bastian Wandt, Bodo Rosenhahn, Marcus A. Magnor:
Optical Flow-Based 3D Human Motion Estimation from Monocular Video. 347-360 - Christian S. Pilz, Jarek Krajewski, Vladimir Blazek:
On the Diffusion Process for Heart Rate Estimation from Face Videos Under Realistic Conditions. 361-373
Reconstruction and Depth
- Fabian Groh, Benjamin Resch, Hendrik P. A. Lensch:
Multi-view Continuous Structured Light Scanning. 377-388 - Andreas Kuhn, True Price, Jan-Michael Frahm, Helmut Mayer:
Down to Earth: Using Semantics for Robust Hypothesis Selection for the Five-Point Algorithm. 389-400 - Nico Marniok, Ole Johannsen, Bastian Goldluecke:
An Efficient Octree Design for Local Variational Range Image Fusion. 401-412
Tracking
- Tobias Böttger, Patrick Follmann, Michael Fauser:
Measuring the Accuracy of Object Detectors and Trackers. 415-426
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