Image Analysis: 21st Scandinavian Conference, SCIA 2019, Norrköping, Sweden, June 11–13, 2019, Proceedings (Lecture Notes in Computer Science Book 11482)

This volume constitutes the refereed proceedings of the 21st Scandinavian Conference on Image Analysis, SCIA 2019, held in Norrköping, Sweden, in June 2019. The 40 revised papers presented were carefully reviewed and selected from 63 submissions. The contributions are structured in topical sections on Deep convolutional neural networks; Feature extraction and image analysis; Matching, tracking and geometry; and Medical and biomedical image analysis.​ Front Matter ....Pages i-xiv Front Matter ....Pages 1-1 Deep Multi-class Adversarial Specularity Removal (John Lin, Mohamed El Amine Seddik, Mohamed Tamaazousti, Youssef Tamaazousti, Adrien Bartoli)....Pages 3-15 Predicting Novel Views Using Generative Adversarial Query Network (Phong Nguyen-Ha, Lam Huynh, Esa Rahtu, Janne Heikkilä)....Pages 16-27 CubiCasa5K: A Dataset and an Improved Multi-task Model for Floorplan Image Analysis (Ahti Kalervo, Juha Ylioinas, Markus Häikiö, Antti Karhu, Juho Kannala)....Pages 28-40 An Efficient Solution for Semantic Segmentation: ShuffleNet V2 with Atrous Separable Convolutions (Sercan Türkmen, Janne Heikkilä)....Pages 41-53 Unstructured Multi-view Depth Estimation Using Mask-Based Multiplane Representation (Yuxin Hou, Arno Solin, Juho Kannala)....Pages 54-66 Fine-Grained Wood Species Identification Using Convolutional Neural Networks (Dmitrii Shustrov, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Heikki Haario)....Pages 67-77 Spectral-Spatial Hyperspectral Image Classification Using Cascaded Convolutional Neural Networks (Gurbandurdy Dovletov, Tobias Hegemann, Josef Pauli)....Pages 78-89 Assessing Capsule Networks with Biased Data (Bruno Ferrarini, Shoaib Ehsan, Adrien Bartoli, Aleš Leonardis, Klaus D. McDonald-Maier)....Pages 90-100 Facial Emotion Recognition with Varying Poses and/or Partial Occlusion Using Multi-stage Progressive Transfer Learning (Sherin F. Aly, A. Lynn Abbott)....Pages 101-112 Front Matter ....Pages 113-113 Compressed Imaging at Long Range in SWIR (Andreas Brorsson, Carl Brännlund, David Bergström, David Gustafsson)....Pages 115-127 Zonohedral Approximation of Spherical Structuring Element for Volumetric Morphology (Patrick M. Jensen, Camilla H. Trinderup, Anders B. Dahl, Vedrana A. Dahl)....Pages 128-139 Image Invariants to Anisotropic Gaussian Blur (Jitka Kostková, Jan Flusser, Matěj Lébl, Matteo Pedone)....Pages 140-151 Material-Based Segmentation of Objects (Jonathan Dyssel Stets, Rasmus Ahrenkiel Lyngby, Jeppe Revall Frisvad, Anders Bjorholm Dahl)....Pages 152-163 Filtering Specular Reflections by Merging Stereo Images (Michael Plattner, Gerald Ostermayer)....Pages 164-172 Near Lossless JPEG Compression Based on Masking Effect of Non-predictable Energy of Image Regions (Mykola Ponomarenko, Karen Egiazarian)....Pages 173-183 Using a Robotic Arm for Measuring BRDFs (Rasmus Ahrenkiel Lyngby, Jannik Boll Matthiassen, Jeppe Revall Frisvad, Anders Bjorholm Dahl, Henrik Aanæs)....Pages 184-196 Unsupervised Feature Extraction – A CNN-Based Approach (Daniel J. Trosten, Puneet Sharma)....Pages 197-208 Automatic Detection of Cervical Vertebral Landmarks for Fluoroscopic Joint Motion Analysis (Ida Marie Groth Jakobsen, Maciej Plocharski)....Pages 209-220 Weight Estimation of Broilers in Images Using 3D Prior Knowledge (Anders Jørgensen, Jacob V. Dueholm, Jens Fagertun, Thomas B. Moeslund)....Pages 221-232 Salient Object Detection with CNNs and Multi-scale CRFs (Yingyue Xu, Xiaopeng Hong, Guoying Zhao)....Pages 233-245 Dimensionality Reduction for Visualization of Time Series and Trajectories (Pattreeya Tanisaro, Gunther Heidemann)....Pages 246-257 Front Matter ....Pages 259-259 Combining Depth Fusion and Photometric Stereo for Fine-Detailed 3D Models (Erik Bylow, Robert Maier, Fredrik Kahl, Carl Olsson)....Pages 261-274 Camera Localization by Single View Query Using One Circular Target (Damien Mariyanayagam, Pierre Gurdjos, Sylvie Chambon, Vincent Charvillat)....Pages 275-286 Global Trifocal Adjustment (Patrik Persson, Kalle Åström)....Pages 287-298 A Robust Human Activity Recognition Approach Using OpenPose, Motion Features, and Deep Recurrent Neural Network (Farzan Majeed Noori, Benedikte Wallace, Md. Zia Uddin, Jim Torresen)....Pages 299-310 Video Frame Interpolation via Cyclic Fine-Tuning and Asymmetric Reverse Flow (Morten Hannemose, Janus Nørtoft Jensen, Gudmundur Einarsson, Jakob Wilm, Anders Bjorholm Dahl, Jeppe Revall Frisvad)....Pages 311-323 Iris Identification in 3D (Fernand Cohen, Sowrirajan Sowmithran, Chenxi Li)....Pages 324-335 Parametric Model-Based 3D Human Shape and Pose Estimation from Multiple Views (Zhongguo Li, Anders Heyden, Magnus Oskarsson)....Pages 336-347 Efficient Merging of Maps and Detection of Changes (Gabrielle Flood, David Gillsjö, Anders Heyden, Kalle Åström)....Pages 348-360 Alignment of Building Footprints Using Quasi-Nadir Aerial Photography (Dimitri Bulatov)....Pages 361-373 Evaluation of Feature Detectors, Descriptors and Match Filtering Approaches for Historic Repeat Photography (Ann-Katrin Becker, Oliver Vornberger)....Pages 374-386 An RNN-Based IMM Filter Surrogate (Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens)....Pages 387-398 Real-Time Tracking-by-Detection in Broadcast Sports Videos (Sigurdur Sverrisson, Volodya Grancharov, Harald Pobloth)....Pages 399-411 Front Matter ....Pages 413-413 Fast Cross Correlation for Limited Angle Tomographic Data (Ricardo M. Sánchez, Rudolf Mester, Mikhail Kudryashev)....Pages 415-426 Sulcal and Cortical Features for Classification of Alzheimer’s Disease and Mild Cognitive Impairment (Maciej Plocharski, Lasse Riis Østergaard, the Alzheimer’s Disease Neuroimaging Initiative)....Pages 427-438 On the Effectiveness of Generative Adversarial Networks as HEp-2 Image Augmentation Tool (Tomáš Majtner, Buda Bajić, Joakim Lindblad, Nataša Sladoje, Victoria Blanes-Vidal, Esmaeil S. Nadimi)....Pages 439-451 Parameter Selection for Regularized Electron Tomography Without a Reference Image (Yan Guo, Bernd Rieger)....Pages 452-464 Can SPHARM-Based Features from Automated or Manually Segmented Hippocampi Distinguish Between MCI and TLE? (Michael Liedlgruber, Kevin Butz, Yvonne Höller, Georgi Kuchukhidze, Alexandra Taylor, Aljoscha Thomschevski et al.)....Pages 465-476 Color Normalization of Blood Cell Images (Emmy Sjöstrand, Jesper Jönsson, Adam Morell, Kent Stråhlén)....Pages 477-488 Generating Diffusion MRI Scalar Maps from T1 Weighted Images Using Generative Adversarial Networks (Xuan Gu, Hans Knutsson, Markus Nilsson, Anders Eklund)....Pages 489-498 Correction to: Iris Identification in 3D (Fernand Cohen, Sowrirajan Sowmithran, Chenxi Li)....Pages C1-C1 Back Matter ....Pages 499-500