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38th GCPR 2016: Hannover, Germany
- Bodo Rosenhahn, Bjoern Andres:
Pattern Recognition - 38th German Conference, GCPR 2016, Hannover, Germany, September 12-15, 2016, Proceedings. Lecture Notes in Computer Science 9796, Springer 2016, ISBN 978-3-319-45885-4
Image Processing
- Dominik Wolters, Reinhard Koch:
Precise and Robust Line Detection for Highly Distorted and Noisy Images. 3-13 - Jonas Uhrig, Marius Cordts, Uwe Franke, Thomas Brox:
Pixel-Level Encoding and Depth Layering for Instance-Level Semantic Labeling. 14-25 - Manuel Ruder, Alexey Dosovitskiy, Thomas Brox:
Artistic Style Transfer for Videos. 26-36 - Nick Schneider, Lukas Schneider, Peter Pinggera, Uwe Franke, Marc Pollefeys, Christoph Stiller:
Semantically Guided Depth Upsampling. 37-48
Learning I
- Alexander Freytag, Erik Rodner, Marcel Simon, Alexander Loos, Hjalmar S. Kühl, Joachim Denzler:
Chimpanzee Faces in the Wild: Log-Euclidean CNNs for Predicting Identities and Attributes of Primates. 51-63 - Ivan Kreso, Denis Causevic, Josip Krapac, Sinisa Segvic:
Convolutional Scale Invariance for Semantic Segmentation. 64-75
Optimization
- Iaroslav Shcherbatyi, Bjoern Andres:
Convexification of Learning from Constraints. 79-90 - David Hafner, Peter Ochs, Joachim Weickert, Martin Reißel, Sven Grewenig:
FSI Schemes: Fast Semi-Iterative Solvers for PDEs and Optimisation Methods. 91-102
Segmentation
- Aaron Scherzinger, Florian Kleene, Cathrin Dierkes, Friedemann Kiefer, Klaus H. Hinrichs, Xiaoyi Jiang:
Automated Segmentation of Immunostained Cell Nuclei in 3D Ultramicroscopy Images. 105-116 - Sabine Müller, Peter Ochs, Joachim Weickert, Norbert M. Graf:
Robust Interactive Multi-label Segmentation with an Advanced Edge Detector. 117-128
Applications
- William Nguatem, Helmut Mayer:
Contiguous Patch Segmentation in Pointclouds. 131-142 - Stefan Reinhold, Andreas Jordt, Reinhard Koch:
Randomly Sparsified Synthesis for Model-Based Deformation Analysis. 143-154 - Andreas Ley, Olaf Hellwich:
Depth Map Based Facade Abstraction from Noisy Multi-View Stereo Point Clouds. 155-165 - Joerg Deigmoeller, Julian Eggert:
Stereo Visual Odometry Without Temporal Filtering. 166-175
Learning II
- Christoph Käding, Alexander Freytag, Erik Rodner, Andrea Perino, Joachim Denzler:
Large-Scale Active Learning with Approximations of Expected Model Output Changes. 179-191 - Jan Hendrik Hosang, Rodrigo Benenson, Bernt Schiele:
A Convnet for Non-maximum Suppression. 192-204
Image Analysis
- Ole Johannsen, Antonin Sulc, Bastian Goldluecke:
Occlusion-Aware Depth Estimation Using Sparse Light Field Coding. 207-218 - Francis Engelmann, Jörg Stückler, Bastian Leibe:
Joint Object Pose Estimation and Shape Reconstruction in Urban Street Scenes Using 3D Shape Priors. 219-230
Motion and Tracking
- Johannes Berger, Christoph Schnörr:
Joint Recursive Monocular Filtering of Camera Motion and Disparity Map. 233-244 - Aditya Singh, Saurabh Saini, Rajvi Shah, P. J. Narayanan:
From Traditional to Modern: Domain Adaptation for Action Classification in Short Social Video Clips. 245-257
Poster Session
- Matthias Zisler, Stefania Petra, Claudius Schnörr, Christoph Schnörr:
Discrete Tomography by Continuous Multilabeling Subject to Projection Constraints. 261-272 - Jens Krenzin, Olaf Hellwich:
Reduction of Point Cloud Artifacts Using Shape Priors Estimated with the Gaussian Process Latent Variable Model. 273-284 - Martin Rünz, Frank Neuhaus, Christian Winkens, Dietrich Paulus:
Camera-Agnostic Monocular SLAM and Semi-dense 3D Reconstruction. 285-296 - Nikita Araslanov, Seongyong Koo, Juergen Gall, Sven Behnke:
Efficient Single-View 3D Co-segmentation Using Shape Similarity and Spatial Part Relations. 297-308 - Rodrigo Ferreira, Nuno Gonçalves:
Fast and Accurate Micro Lenses Depth Maps for Multi-focus Light Field Cameras. 309-319 - Adam Papp, Christoph Wiesmeyr, Martin Litzenberger, Heinrich Garn, Walter G. Kropatsch:
Train Detection and Tracking in Optical Time Domain Reflectometry (OTDR) Signals. 320-331 - Ecaterina Bodnariuc, Stefania Petra, Christian Poelma, Christoph Schnörr:
Parametric Dictionary-Based Velocimetry for Echo PIV. 332-343 - Farhad Arbabzadah, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek:
Identifying Individual Facial Expressions by Deconstructing a Neural Network. 344-354 - Yosra Mathlouthi, Amar Mitiche, Ismail Ben Ayed:
Boundary Preserving Variational Image Differentiation. 355-364 - Maxime Derome, Aurélien Plyer, Martial Sanfourche, Guy Le Besnerais:
A Prediction-Correction Approach for Real-Time Optical Flow Computation Using Stereo. 365-376 - Josip Krapac, Sinisa Segvic:
Weakly-Supervised Semantic Segmentation by Redistributing Region Scores Back to the Pixels. 377-388 - Stephanie Lessmann, Jens Westerhoff, Mirko Meuter, Josef Pauli:
Learning a Confidence Measure for Real-Time Egomotion Estimation. 389-401 - Jonas Scheer, Mario Fritz, Oliver Grau:
Learning to Select Long-Track Features for Structure-From-Motion and Visual SLAM. 402-413 - Rym Jaroudi, George Baravdish, Freddie Åström, B. Tomas Johansson:
Source Localization of Reaction-Diffusion Models for Brain Tumors. 414-425 - Mehdi S. M. Sajjadi, Rolf Köhler, Bernhard Schölkopf, Michael Hirsch:
Depth Estimation Through a Generative Model of Light Field Synthesis. 426-438 - Christine Kroll, Fausto Milletari, Nassir Navab, Seyed-Ahmad Ahmadi:
Coupling Convolutional Neural Networks and Hough Voting for Robust Segmentation of Ultrasound Volumes. 439-450
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