Pattern Recognition: 38th German Conference, GCPR 2016, Hannover, Germany, September 12-15, 2016, Proceedings

Front Matter....Pages I-XIV
Front Matter....Pages 1-1
Precise and Robust Line Detection for Highly Distorted and Noisy Images....Pages 3-13
Pixel-Level Encoding and Depth Layering for Instance-Level Semantic Labeling....Pages 14-25
Artistic Style Transfer for Videos....Pages 26-36
Semantically Guided Depth Upsampling....Pages 37-48
Front Matter....Pages 49-49
Chimpanzee Faces in the Wild: Log-Euclidean CNNs for Predicting Identities and Attributes of Primates....Pages 51-63
Convolutional Scale Invariance for Semantic Segmentation....Pages 64-75
Front Matter....Pages 77-77
Convexification of Learning from Constraints....Pages 79-90
FSI Schemes: Fast Semi-Iterative Solvers for PDEs and Optimisation Methods....Pages 91-102
Front Matter....Pages 103-103
Automated Segmentation of Immunostained Cell Nuclei in 3D Ultramicroscopy Images....Pages 105-116
Robust Interactive Multi-label Segmentation with an Advanced Edge Detector....Pages 117-128
Front Matter....Pages 129-129
Contiguous Patch Segmentation in Pointclouds....Pages 131-142
Randomly Sparsified Synthesis for Model-Based Deformation Analysis....Pages 143-154
Depth Map Based Facade Abstraction from Noisy Multi-View Stereo Point Clouds....Pages 155-165
Stereo Visual Odometry Without Temporal Filtering....Pages 166-175
Front Matter....Pages 177-177
Large-Scale Active Learning with Approximations of Expected Model Output Changes....Pages 179-191
A Convnet for Non-maximum Suppression....Pages 192-204
Front Matter....Pages 205-205
Occlusion-Aware Depth Estimation Using Sparse Light Field Coding....Pages 207-218
Joint Object Pose Estimation and Shape Reconstruction in Urban Street Scenes Using 3D Shape Priors....Pages 219-230
Front Matter....Pages 231-231
Joint Recursive Monocular Filtering of Camera Motion and Disparity Map....Pages 233-244
From Traditional to Modern: Domain Adaptation for Action Classification in Short Social Video Clips....Pages 245-257
Front Matter....Pages 259-259
Discrete Tomography by Continuous Multilabeling Subject to Projection Constraints....Pages 261-272
Reduction of Point Cloud Artifacts Using Shape Priors Estimated with the Gaussian Process Latent Variable Model....Pages 273-284
Camera-Agnostic Monocular SLAM and Semi-dense 3D Reconstruction....Pages 285-296
Efficient Single-View 3D Co-segmentation Using Shape Similarity and Spatial Part Relations....Pages 297-308
Fast and Accurate Micro Lenses Depth Maps for Multi-focus Light Field Cameras....Pages 309-319
Train Detection and Tracking in Optical Time Domain Reflectometry (OTDR) Signals....Pages 320-331
Parametric Dictionary-Based Velocimetry for Echo PIV....Pages 332-343
Identifying Individual Facial Expressions by Deconstructing a Neural Network....Pages 344-354
Boundary Preserving Variational Image Differentiation....Pages 355-364
A Prediction-Correction Approach for Real-Time Optical Flow Computation Using Stereo....Pages 365-376
Weakly-Supervised Semantic Segmentation by Redistributing Region Scores Back to the Pixels....Pages 377-388
Learning a Confidence Measure for Real-Time Egomotion Estimation....Pages 389-401
Learning to Select Long-Track Features for Structure-From-Motion and Visual SLAM....Pages 402-413
Source Localization of Reaction-Diffusion Models for Brain Tumors....Pages 414-425
Depth Estimation Through a Generative Model of Light Field Synthesis....Pages 426-438
Coupling Convolutional Neural Networks and Hough Voting for Robust Segmentation of Ultrasound Volumes....Pages 439-450
Back Matter....Pages 451-452