Image Analysis : 19th Scandinavian Conference, SCIA 2015, Copenhagen, Denmark, June 15-17, 2015 : Proceedings

This book constitutes the refereed proceedings of the 19th Scandinavian Conference on Image Analysis, SCIA 2015, held in Copenhagen, Denmark, in June 2015. The 45 revised papers presented were carefully reviewed and selected from 67 submissions. The contributions are structured in topical sections on novel applications of vision systems, pattern recognition, machine learning, feature extraction, segmentation, 3D vision to medical and biomedical image analysis. Front Matter....Pages I-XV Front Matter....Pages 1-1 Texture Removal Preserving Edges by Diffusion....Pages 3-15 Oriented Shape Index Histograms for Cell Classification....Pages 16-25 Dictionary Based Image Segmentation....Pages 26-37 Front Matter....Pages 39-39 A Framework for Articulated Hand Pose Estimation and Evaluation....Pages 41-52 Exploring Compression Impact on Face Detection Using Haar-like Features....Pages 53-64 Computer Vision for Head Pose Estimation: Review of a Competition....Pages 65-75 Front Matter....Pages 77-77 3D Point Representation For Pose Estimation: Accelerated SIFT vs ORB....Pages 79-91 Überatlas: Robust Speed-Up of Feature-Based Registration and Multi-Atlas Segmentation....Pages 92-102 Classification of Alzheimer’s Disease from MRI Using Sulcal Morphology....Pages 103-113 Front Matter....Pages 115-115 Coloring Channel Representations for Visual Tracking....Pages 117-129 High-Speed Hand Tracking for Studying Human-Computer Interaction....Pages 130-141 Correction of Motion Artifacts for Real-Time Structured Light....Pages 142-151 Brain Image Motion Correction: Impact of Incorrect Calibration and Noisy Tracking....Pages 152-161 Front Matter....Pages 163-163 Heartbeat Signal from Facial Video for Biometric Recognition....Pages 165-174 Consensus Clustering Using kNN Mode Seeking....Pages 175-186 Discriminating Yogurt Microstructure Using Diffuse Reflectance Images....Pages 187-198 Front Matter....Pages 199-199 An Ensemble of 2D Convolutional Neural Networks for Tumor Segmentation....Pages 201-211 Anatomically Correct Surface Recovery: A Statistical Approach....Pages 212-223 Boosting Small-Data Performance of LBP: A Case Study in Celiac Disease Diagnosis....Pages 224-233 Front Matter....Pages 234-245 Persistent Evidence of Local Image Properties in Generic ConvNets....Pages 247-247 Wooden Knot Detection Using ConvNet Transfer Learning....Pages 249-262 Regularizing Image Intensity Transformations Using the Wasserstein Metric....Pages 263-274 Front Matter....Pages 275-286 Categorisation of 3D Objects in Range Images Using Compositional Hierarchies of Parts Based on MDL and Entropy Selection Criteria....Pages 287-287 Characterizing Digital Light Processing (DLP) 3D Printed Primitives....Pages 289-301 Joint Spatial-Depth Feature Pooling for RGB-D Object Classification....Pages 302-313 Front Matter....Pages 314-326 Category-Sensitive Hashing and Bloom Filter Based Descriptors for Online Keypoint Recognition....Pages 327-327 Deep Semantic Pyramids for Human Attributes and Action Recognition....Pages 329-340 Democratic Tone Mapping Using Optimal K-means Clustering....Pages 341-353 Analysis of Thermal Video for Coarse to Fine Particle Tracking in Volcanic Explosion Plumes....Pages 354-365 Change Point Geometry for Change Detection in Surveillance Video....Pages 366-376 Progressive Visual Object Detection with Positive Training Examples Only....Pages 377-387 RSD-HoG: A New Image Descriptor....Pages 388-399 Using Motion Tracking to Detect Spontaneous Movements in Infants....Pages 400-409 OMEG: Oulu Multi-Pose Eye Gaze Dataset....Pages 410-417 Image Alignment for Panorama Stitching in Sparsely Structured Environments....Pages 418-427 Microscopy Image Enhancement for Cost-Effective Cervical Cancer Screening....Pages 428-439 Quantification of Brain Access of Exendin-4 in the C57BL Mouse Model by SPIM Fluorescence Imaging and the Allen Mouse Brain Reference Model....Pages 440-451 Measuring the Radius of Meniscus Ring During the Growth of Silicon Rods....Pages 452-461 Accuracy in Robot Generated Image Data Sets....Pages 462-471 Front Matter....Pages 472-479 Face Verification Based on Gabor Region Covariance Matrices....Pages 327-327 Detecting Rails and Obstacles Using a Train-Mounted Thermal Camera....Pages 480-491 Dictionary Based Segmentation in Volumes....Pages 492-503 Face Recognition Using Smoothed High-Dimensional Representation....Pages 504-515 Gender Classification by LUT Based Boosting of Overlapping Block Patterns....Pages 516-529 Back Matter....Pages 530-542 ....Pages 543-544