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

The two-volume set LNCS 10269 and 10270 constitutes the refereed proceedings of the 20th Scandinavian Conference on Image Analysis, SCIA 2017, held in Tromsø, Norway, in June 2017. The 87 revised papers presented were carefully reviewed and selected from 133 submissions. The contributions are structured in topical sections on history of SCIA; motion analysis and 3D vision; pattern detection and recognition; machine learning; image processing and applications; feature extraction and segmentation; remote sensing; medical and biomedical image analysis; faces, gestures and multispectral analysis. 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 The two-volume set LNCS 10269 and 10270 constitutes the refereed proceedings of the 20th Scandinavian Conference on Image Analysis, SCIA 2017, held in Tromso, Norway, in June 2017. The 87 revised papers presented were carefully reviewed and selected from 133 submissions. motion analysis and 3D vision; medical and biomedical image analysis;