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21st 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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