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ORCID21st SCIA 2019: Norrköping, Sweden
- Michael Felsberg, Per-Erik Forssén, Ida-Maria Sintorn, Jonas Unger:
Image Analysis - 21st Scandinavian Conference, SCIA 2019, Norrköping, Sweden, June 11-13, 2019, Proceedings. Lecture Notes in Computer Science 11482, Springer 2019, ISBN 978-3-030-20204-0
Deep Convolutional Neural Networks
- John Lin, Mohamed El Amine Seddik, Mohamed Tamaazousti, Youssef Tamaazousti, Adrien Bartoli:
Deep Multi-class Adversarial Specularity Removal. 3-15 - Phong Nguyen-Ha, Lam Huynh
, Esa Rahtu, Janne Heikkilä:
Predicting Novel Views Using Generative Adversarial Query Network. 16-27 - Ahti Kalervo, Juha Ylioinas, Markus Häikiö, Antti Karhu, Juho Kannala:
CubiCasa5K: A Dataset and an Improved Multi-task Model for Floorplan Image Analysis. 28-40 - Sercan Türkmen, Janne Heikkilä:
An Efficient Solution for Semantic Segmentation: ShuffleNet V2 with Atrous Separable Convolutions. 41-53 - Yuxin Hou, Arno Solin, Juho Kannala:
Unstructured Multi-view Depth Estimation Using Mask-Based Multiplane Representation. 54-66 - Dmitrii Shustrov, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Heikki Haario:
Fine-Grained Wood Species Identification Using Convolutional Neural Networks. 67-77 - Gurbandurdy Dovletov, Tobias Hegemann, Josef Pauli:
Spectral-Spatial Hyperspectral Image Classification Using Cascaded Convolutional Neural Networks. 78-89 - Bruno Ferrarini, Shoaib Ehsan, Adrien Bartoli, Ales Leonardis, Klaus D. McDonald-Maier:
Assessing Capsule Networks with Biased Data. 90-100 - Sherin F. Aly, A. Lynn Abbott:
Facial Emotion Recognition with Varying Poses and/or Partial Occlusion Using Multi-stage Progressive Transfer Learning. 101-112
Feature Extraction and Image Analysis
- Andreas Brorsson, Carl Brännlund, David Bergström, David Gustafsson:
Compressed Imaging at Long Range in SWIR. 115-127 - Patrick M. Jensen, Camilla Himmelstrup Trinderup, Anders B. Dahl, Vedrana Andersen Dahl:
Zonohedral Approximation of Spherical Structuring Element for Volumetric Morphology. 128-139 - Jitka Kostková, Jan Flusser, Matej Lébl, Matteo Pedone:
Image Invariants to Anisotropic Gaussian Blur. 140-151 - Jonathan Dyssel Stets, Rasmus Ahrenkiel Lyngby, Jeppe Revall Frisvad, Anders Bjorholm Dahl:
Material-Based Segmentation of Objects. 152-163 - Michael Plattner, Gerald Ostermayer:
Filtering Specular Reflections by Merging Stereo Images. 164-172 - Mykola Ponomarenko, Karen O. Egiazarian:
Near Lossless JPEG Compression Based on Masking Effect of Non-predictable Energy of Image Regions. 173-183 - Rasmus Ahrenkiel Lyngby, Jannik Boll Matthiassen, Jeppe Revall Frisvad, Anders Bjorholm Dahl, Henrik Aanæs:
Using a Robotic Arm for Measuring BRDFs. 184-196 - Daniel J. Trosten, Puneet Sharma:
Unsupervised Feature Extraction - A CNN-Based Approach. 197-208 - Ida Marie Groth Jakobsen, Maciej Plocharski:
Automatic Detection of Cervical Vertebral Landmarks for Fluoroscopic Joint Motion Analysis. 209-220 - Anders Jørgensen, Jacob V. Dueholm, Jens Fagertun, Thomas B. Moeslund:
Weight Estimation of Broilers in Images Using 3D Prior Knowledge. 221-232 - Yingyue Xu, Xiaopeng Hong, Guoying Zhao:
Salient Object Detection with CNNs and Multi-scale CRFs. 233-245 - Pattreeya Tanisaro, Gunther Heidemann:
Dimensionality Reduction for Visualization of Time Series and Trajectories. 246-257
Matching, Tracking and Geometry
- Erik Bylow, Robert Maier, Fredrik Kahl, Carl Olsson:
Combining Depth Fusion and Photometric Stereo for Fine-Detailed 3D Models. 261-274 - Damien Mariyanayagam, Pierre Gurdjos, Sylvie Chambon, Vincent Charvillat:
Camera Localization by Single View Query Using One Circular Target. 275-286 - Patrik Persson, Kalle Åström:
Global Trifocal Adjustment. 287-298 - Farzan Majeed Noori, Benedikte Wallace, Md. Zia Uddin, Jim Tørresen:
A Robust Human Activity Recognition Approach Using OpenPose, Motion Features, and Deep Recurrent Neural Network. 299-310 - Morten Hannemose, Janus Nørtoft Jensen, Gudmundur Einarsson, Jakob Wilm, Anders Bjorholm Dahl, Jeppe Revall Frisvad:
Video Frame Interpolation via Cyclic Fine-Tuning and Asymmetric Reverse Flow. 311-323 - Fernand S. Cohen, Sowrirajan Sowmithran, Chenxi Li:
Iris Identification in 3D. 324-335 - Zhongguo Li, Anders Heyden, Magnus Oskarsson:
Parametric Model-Based 3D Human Shape and Pose Estimation from Multiple Views. 336-347 - Gabrielle Flood, David Gillsjö, Anders Heyden, Kalle Åström:
Efficient Merging of Maps and Detection of Changes. 348-360 - Dimitri Bulatov:
Alignment of Building Footprints Using Quasi-Nadir Aerial Photography. 361-373 - Ann-Katrin Becker, Oliver Vornberger:
Evaluation of Feature Detectors, Descriptors and Match Filtering Approaches for Historic Repeat Photography. 374-386 - Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens:
An RNN-Based IMM Filter Surrogate. 387-398 - Sigurdur Sverrisson, Volodya Grancharov, Harald Pobloth:
Real-Time Tracking-by-Detection in Broadcast Sports Videos. 399-411
Medical and Biomedical Image Analysis
- Ricardo M. Sánchez, Rudolf Mester, Mikhail Kudryashev:
Fast Cross Correlation for Limited Angle Tomographic Data. 415-426 - Maciej Plocharski, Lasse Riis Østergaard:
Sulcal and Cortical Features for Classification of Alzheimer's Disease and Mild Cognitive Impairment. 427-438 - Tomás Majtner, Buda Bajic, Joakim Lindblad, Natasa Sladoje, Victoria Blanes-Vidal, Esmaeil S. Nadimi:
On the Effectiveness of Generative Adversarial Networks as HEp-2 Image Augmentation Tool. 439-451 - Yan Guo, Bernd Rieger:
Parameter Selection for Regularized Electron Tomography Without a Reference Image. 452-464 - Michael Liedlgruber, Kevin Butz, Yvonne Höller, Georgi Kuchukhidze, Alexandra Taylor, Aljoscha Thomschevski, Ottavio Tomasi, Eugen Trinka, Andreas Uhl:
Can SPHARM-Based Features from Automated or Manually Segmented Hippocampi Distinguish Between MCI and TLE? 465-476 - Emmy Sjöstrand, Jesper Jönsson, Adam Morell, Kent Stråhlén:
Color Normalization of Blood Cell Images. 477-488 - Xuan Gu, Hans Knutsson, Markus Nilsson, Anders Eklund:
Generating Diffusion MRI Scalar Maps from T1 Weighted Images Using Generative Adversarial Networks. 489-498
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