Pattern Recognition 35th German Conference, GCPR 2013, Saarbrücken, Germany, September 3-6, 2013. Proceedings - Weickert, Joachim; Hein, Matthias; Schiele, Bernt (Berlin, Heidelberg : Springer Berlin Heidelberg, 2013)
Stereo and Structure from Motion -- Reconstructing Reflective and Transparent Surfaces from Epipolar Plane Images -- Structure from Motion Using Rigidly Coupled Cameras without Overlapping Views -- Highly Accurate Depth Estimation for Objects at Large Distances -- A Low-Rank Constraint for Parallel Stereo Cameras -- Poster Session -- Multi-Resolution Range Data Fusion for Multi-View Stereo Reconstruction -- 3D Object Class Geometry Modeling with Spatial Latent Dirichlet Markov Random Fields -- Discriminative Joint Non-negative Matrix Factorization for Human Action Classification -- Joint Shape Classification and Labeling of 3-D Objects Using the Energy Minimization Framework -- A Coded 3d Calibration Method for Line-Scan Cameras -- Confidence-Based Surface Prior for Energy-Minimization Stereo Matching -- A Monte Carlo Strategy to Integrate Detection and Model-Based Face Analysis -- Scale-Aware Object Tracking with Convex Shape Constraints on RGB-D Images -- Learning How to Combine Internal and External Denoising Methods -- A Comparison of Directional Distances for Hand Pose Estimation -- Approximate Sorting -- Sequential Gaussian Mixture Models for Two-Level Conditional Random Fields -- Synthezising Real World Stereo Challenges -- Pedestrian Path Prediction with Recursive Bayesian Filters: A Comparative Study -- An Improved Model for Estimating the Meteorological Visibility from a Road Surface Luminance Curve -- Performance Evaluation of Narrow Band Methods for Variational Stereo Reconstruction -- Discriminative Detection and Alignment in Volumetric Data -- Distances Based on Non-rigid Alignment for Comparison of Different Object Instances -- Young Researchers' Forum -- Stixel-Based Target Existence Estimation under Adverse Conditions -- Three-Dimensional Data Compression with Anisotropic Diffusion -- Automatic Level Set Based Cerebral Vessel Segmentation and Bone Removal in CT Angiography Data Sets -- Action Recognition with HOG-OF Features -- Image Based 6-DOF Camera Pose Estimation with Weighted RANSAC 3D -- Symmetry-Based Detection and Diagnosis of DCIS in Breast MRI -- Statistical Methods and Learning -- Ordinal Random Forests for Object Detection -- Revisiting Loss-Specific Training of Filter-Based MRFs for Image Restoration -- Labeling Examples That Matter: Relevance-Based Active Learning with Gaussian Processes -- Efficient Retrieval for Large Scale Metric Learning -- Applications -- A Hierarchical Voxel Hash for Fast 3D Nearest Neighbor Lookup -- Bone Age Assessment Using the Classifying Generalized Hough Transform -- Framework for Generation of Synthetic Ground Truth Data for Driver Assistance Applications -- Refractive Plane Sweep for Underwater Images -- Optical Flow -- An Evaluation of Data Costs for Optical Flow -- Illumination Robust Optical Flow Model Based on Histogram of Oriented Gradients -- Pattern Recognition -- Spatial Pattern Templates for Recognition of Objects with Regular Structure -- K-Smallest Spanning Tree Segmentations -- Discriminable Points That Stick Out of Their Environment -- Representation Learning for Cloud Classification -- Shape Recognition and Scene Understanding -- CopyMe3D: Scanning and Printing Persons in 3D -- Monocular Pose Capture with a Depth Camera Using a Sums-of-Gaussians Body Model -- Robust Realtime Motion-Split-And-Merge for Motion Segmentation -- Efficient Multi-cue Scene Segmentation.
Keywords: Computer science; Artificial intelligence; Computer simulation; Computer graphics; Image processing; Pattern recognition