Image Analysis: 20th Scandinavian Conference, SCIA 2017, Tromsø, Norway, June 12–14, 2017, Proceedings, Part II

Front Matter....Pages I-XVII
Front Matter....Pages 1-1
Simplification of Polygonal Chains by Enforcing Few Distinctive Edge Directions....Pages 3-14
Max-Margin Learning of Deep Structured Models for Semantic Segmentation....Pages 28-40
Robust Abdominal Organ Segmentation Using Regional Convolutional Neural Networks....Pages 41-52
Detecting Chest Compression Depth Using a Smartphone Camera and Motion Segmentation....Pages 53-64
Feature Space Clustering for Trabecular Bone Segmentation....Pages 65-75
Airway-Tree Segmentation in Subjects with Acute Respiratory Distress Syndrome....Pages 76-87
Context Aware Query Image Representation for Particular Object Retrieval....Pages 88-99
Granulometry-Based Trabecular Bone Segmentation....Pages 100-108
Automatic Segmentation of Abdominal Fat in MRI-Scans, Using Graph-Cuts and Image Derived Energies....Pages 109-120
Front Matter....Pages 121-121
Two-Source Surface Reconstruction Using Polarisation....Pages 123-135
Synthetic Aperture Radar (SAR) Monitoring of Avalanche Activity: An Automated Detection Scheme....Pages 136-146
Canonical Analysis of Sentinel-1 Radar and Sentinel-2 Optical Data....Pages 147-158
A Noncentral and Non-Gaussian Probability Model for SAR Data....Pages 159-168
Unsupervised Multi-manifold Classification of Hyperspectral Remote Sensing Images with Contractive Autoencoder....Pages 169-180
A Clustering Approach to Heterogeneous Change Detection....Pages 181-192
Large-Scale Mapping of Small Roads in Lidar Images Using Deep Convolutional Neural Networks....Pages 193-204
Physics-Aware Gaussian Processes for Earth Observation....Pages 205-217
Front Matter....Pages 219-219
Automatic Segmentation of Bone Tissue from Computed Tomography Using a Volumetric Local Binary Patterns Based Method....Pages 221-232
Local Adaptive Wiener Filtering for Class Averaging in Single Particle Reconstruction....Pages 233-244
Comparison of Concave Point Detection Methods for Overlapping Convex Objects Segmentation....Pages 245-256
Front Matter....Pages 219-219
Decoding Gene Expression in 2D and 3D....Pages 257-268
Estimation of Heartbeat Peak Locations and Heartbeat Rate from Facial Video....Pages 269-281
Segmentation of Multiple Structures in Chest Radiographs Using Multi-task Fully Convolutional Networks....Pages 282-289
A Novel Method for Automatic Localization of Joint Area on Knee Plain Radiographs....Pages 290-301
Semi-automatic Method for Intervertebral Kinematics Measurement in the Cervical Spine....Pages 302-313
Memory Effects in Subjective Quality Assessment of X-Ray Images....Pages 314-325
Classification of Fingerprints Captured Using Optical Coherence Tomography....Pages 326-337
Interpolation from Grid Lines: Linear, Transfinite and Weighted Method....Pages 338-349
Automated Pain Assessment in Neonates....Pages 350-361
Enhancement of Cilia Sub-structures by Multiple Instance Registration and Super-Resolution Reconstruction....Pages 362-374
Front Matter....Pages 375-375
Residual vs. Inception vs. Classical Networks for Low-Resolution Face Recognition....Pages 377-388
Visual Language Identification from Facial Landmarks....Pages 389-400
HDR Imaging Pipeline for Spectral Filter Array Cameras....Pages 401-412
Thistle Detection....Pages 413-425
An Image-Based Method for Objectively Assessing Injection Moulded Plastic Quality....Pages 426-437
Creating Ultra Dense Point Correspondence Over the Entire Human Head....Pages 438-447
Collaborative Representation of Statistically Independent Filters’ Response: An Application to Face Recognition Under Illicit Drug Abuse Alterations....Pages 448-458
Multispectral Constancy Based on Spectral Adaptation Transform....Pages 459-470
State Estimation of the Performance of Gravity Tables Using Multispectral Image Analysis....Pages 471-480
Back Matter....Pages 481-484