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

Front Matter....Pages I-XVIII
Front Matter....Pages 1-1
Image Processing and Its Hardware Support Analysis vs Synthesis - Historical Trends....Pages 3-14
Front Matter....Pages 15-15
Averaging Three-Dimensional Time-Varying Sequences of Rotations: Application to Preprocessing of Motion Capture Data....Pages 17-28
Plane Refined Structure from Motion....Pages 29-40
A Time-Efficient Optimisation Framework for Parameters of Optical Flow Methods....Pages 41-53
Subpixel-Precise Tracking of Rigid Objects in Real-Time....Pages 54-65
Wearable Gaze Trackers: Mapping Visual Attention in 3D....Pages 66-76
Evaluation of Visual Tracking Algorithms for Embedded Devices....Pages 77-87
Multimodal Neural Networks: RGB-D for Semantic Segmentation and Object Detection....Pages 88-97
Uncertainty Computation in Large 3D Reconstruction....Pages 98-109
Robust and Practical Depth Map Fusion for Time-of-Flight Cameras....Pages 110-121
An Error Analysis of Structured Light Scanning of Biological Tissue....Pages 122-134
Structure from Motion by Artificial Neural Networks....Pages 135-145
Front Matter....Pages 146-158
Computer Aided Detection of Prostate Cancer on Biparametric MRI Using a Quadratic Discriminant Model....Pages 159-159
Pipette Hunter: Patch-Clamp Pipette Detection....Pages 161-171
Non-reference Image Quality Assessment for Fingervein Presentation Attack Detection....Pages 172-183
Framework for Machine Vision Based Traffic Sign Inventory....Pages 184-196
Copy-Move Forgery Detection Using the Segment Gradient Orientation Histogram....Pages 197-208
BriefMatch: Dense Binary Feature Matching for Real-Time Optical Flow Estimation....Pages 209-220
Robust Data Whitening as an Iteratively Re-weighted Least Squares Problem....Pages 221-233
Front Matter....Pages 234-247
DEBC Detection with Deep Learning....Pages 159-159
Object Proposal Generation Applying the Distance Dependent Chinese Restaurant Process....Pages 248-259
Object Tracking via Pixel-Wise and Block-Wise Sparse Representation....Pages 260-272
Supervised Approaches for Function Prediction of Proteins Contact Networks from Topological Structure Information....Pages 273-284
Top-Down Deep Appearance Attention for Action Recognition....Pages 285-296
Front Matter....Pages 297-309
Soft Margin Bayes-Point-Machine Classification via Adaptive Direction Sampling....Pages 311-311
ConvNet Regression for Fingerprint Orientations....Pages 313-324
Domain Transfer for Delving into Deep Networks Capacity to De-Abstract Art....Pages 325-336
Foreign Object Detection in Multispectral X-ray Images of Food Items Using Sparse Discriminant Analysis....Pages 337-349
Sparse Approximation by Matching Pursuit Using Shift-Invariant Dictionary....Pages 350-361
Diagnosis of Broiler Livers by Classifying Image Patches....Pages 362-373
Historical Document Binarization Combining Semantic Labeling and Graph Cuts....Pages 374-385
Convolutional Neural Networks for Segmentation and Object Detection of Human Semen....Pages 386-396
Convolutional Neural Networks for False Positive Reduction of Automatically Detected Cilia in Low Magnification TEM Images....Pages 397-406
Deep Kernelized Autoencoders....Pages 407-418
Spectral Clustering Using PCKID – A Probabilistic Cluster Kernel for Incomplete Data....Pages 419-430
Automatic Emulation by Adaptive Relevance Vector Machines....Pages 431-442
Front Matter....Pages 443-454
Deep Learning for Polar Bear Detection....Pages 455-455
Crowd Counting Based on MMCNN in Still Images....Pages 457-467
Generation and Authoring of Augmented Reality Terrains Through Real-Time Analysis of Map Images....Pages 468-479
Front Matter....Pages 480-491
Solution of Pure Scattering Radiation Transport Equation (RTE) Using Finite Difference Method (FDM)....Pages 455-455
Optimised Anisotropic Poisson Denoising....Pages 492-501
Augmented Reality Interfaces for Additive Manufacturing....Pages 502-514
General Cramér-von Mises, a Helpful Ally for Transparent Object Inspection Using Deflection Maps?....Pages 515-525
Dynamic Exploratory Search in Content-Based Image Retrieval....Pages 526-537
Robust Anomaly Detection Using Reflectance Transformation Imaging for Surface Quality Inspection....Pages 538-549
Block-Permutation-Based Encryption Scheme with Enhanced Color Scrambling....Pages 550-561
Back Matter....Pages 562-573
....Pages 575-578