Pattern Recognition: 37th German Conference, GCPR 2015, Aachen, Germany, October 7-10, 2015, Proceedings

Front Matter....Pages I-XVIII
Front Matter....Pages 1-1
Road Condition Estimation Based on Spatio-Temporal Reflection Models....Pages 3-15
Discrete Optimization for Optical Flow....Pages 16-28
Multi-Camera Structure from Motion with Eye-to-Eye Calibration....Pages 29-40
Estimating Vehicle Ego-Motion and Piecewise Planar Scene Structure from Optical Flow in a Continuous Framework....Pages 41-52
Efficient Two-View Geometry Classification....Pages 53-64
Front Matter....Pages 65-65
A Convex Relaxation Approach to the Affine Subspace Clustering Problem....Pages 67-78
Introducing Maximal Anisotropy into Second Order Coupling Models....Pages 79-90
Binarization Driven Blind Deconvolution for Document Image Restoration....Pages 91-102
Front Matter....Pages 103-103
Unsupervised and Accurate Extraction of Primitive Unit Cells from Crystal Images....Pages 105-116
Copula Archetypal Analysis....Pages 117-128
Interactive Image Retrieval for Biodiversity Research....Pages 129-141
Temporal Acoustic Words for Online Acoustic Event Detection....Pages 142-153
Front Matter....Pages 155-155
Biternion Nets: Continuous Head Pose Regression from Discrete Training Labels....Pages 157-168
A Physics-Based Statistical Model for Human Gait Analysis....Pages 169-180
Front Matter....Pages 181-181
Joint 3D Object and Layout Inference from a Single RGB-D Image....Pages 183-195
Object Proposals Estimation in Depth Image Using Compact 3D Shape Manifolds....Pages 196-208
The Long-Short Story of Movie Description....Pages 209-221
Graph-Based Deformable 3D Object Matching....Pages 222-233
Front Matter....Pages 235-235
Line3D: Efficient 3D Scene Abstraction for the Built Environment....Pages 237-248
An Efficient Linearisation Approach for Variational Perspective Shape from Shading....Pages 249-261
Front Matter....Pages 235-235
TomoGC: Binary Tomography by Constrained GraphCuts....Pages 262-273
An Improved Eikonal Method for Surface Normal Integration....Pages 274-284
GraphFlow – 6D Large Displacement Scene Flow via Graph Matching....Pages 285-296
Fast Techniques for Monocular Visual Odometry....Pages 297-307
Iterative Automated Foreground Segmentation in Video Sequences Using Graph Cuts....Pages 308-319
A Novel Tree Block-Coordinate Method for MAP Inference....Pages 320-330
A Parametric Spectral Model for Texture-Based Salience....Pages 331-342
High Speed Lossless Image Compression....Pages 343-355
Learning Reaction-Diffusion Models for Image Inpainting....Pages 356-367
Image Orientation Estimation with Convolutional Networks....Pages 368-378
Semi-Automatic Basket Catheter Reconstruction from Two X-Ray Views....Pages 379-389
Fast Brain MRI Registration with Automatic Landmark Detection Using a Single Template Image....Pages 390-399
Photorealistic Face Transfer in 2D and 3D Video....Pages 400-411
FlowCap: 2D Human Pose from Optical Flow....Pages 412-423
3D Facial Landmark Detection: How to Deal with Head Rotations?....Pages 424-434
Enhanced GPT Correlation for 2D Projection Transformation Invariant Template Matching....Pages 435-445
Semantic Segmentation Based Traffic Light Detection at Day and at Night....Pages 446-457
Pose Estimation and Shape Retrieval with Hough Voting in a Continuous Voting Space....Pages 458-469
Fast Approximate GMM Soft-Assign for Fine-Grained Image Classification with Large Fisher Vectors....Pages 470-480
Regressor Based Estimation of the Eye Pupil Center....Pages 481-491
Front Matter....Pages 235-235
Patch-Level Spatial Layout for Classification and Weakly Supervised Localization....Pages 492-503
A Deeper Look at Dataset Bias....Pages 504-516
What Is Holding Back Convnets for Detection?....Pages 517-528
A Modified Isomap Approach to Manifold Learning in Word Spotting....Pages 529-539
Offline Writer Identification Using Convolutional Neural Network Activation Features....Pages 540-552
Front Matter....Pages 553-553
Superpixel Segmentation: An Evaluation....Pages 555-562
Back Matter....Pages 563-564