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22nd SCIA 2023: Sirkka, Finland - Part II
- Rikke Gade
, Michael Felsberg
Image Analysis - 22nd Scandinavian Conference, SCIA 2023, Sirkka, Finland, April 18-21, 2023, Proceedings, Part II. Lecture Notes in Computer Science 13886, Springer 2023, ISBN 978-3-031-31437-7
Machine Learning and Deep Learning
- Sahar Vahdati
Utilizing Transformers on OCT Imagery and Metadata for Treatment Response Prediction in Macular Edema Patients. 3-15 - Qendrim Bytyqi, Nicola Wolpert, Elmar Schömer, Ulrich Schwanecke:
Prototype Softmax Cross Entropy: A New Perspective on Softmax Cross Entropy. 16-31 - Karl Holmquist
Evidential Deep Learning for Class-Incremental Semantic Segmentation. 32-48 - Benjamin J. Høj, Andreas Møgelmose
Synthesizing Hard Training Data from Latent Hierarchical Representations. 49-58 - Lucas Brynte
Rigidity Preserving Image Transformations and Equivariance in Perspective. 59-76 - Morten Akhøj, Xavier Pennec, Stefan Sommer
Tangent Phylogenetic PCA. 77-90 - Hakan Cevikalp
Deep Simplex Classifier for Maximizing the Margin in Both Euclidean and Angular Spaces. 91-107 - Matej Lébl, Filip Sroubek, Jan Flusser:
Impact of Image Blur on Classification and Augmentation of Deep Convolutional Networks. 108-117 - Erez Sheffi, Michael Rotman, Lior Wolf:
Gradient Adjusting Networks for Domain Inversion. 118-137 - Zhuo Su, Matti Pietikäinen, Li Liu:
From Local Binary Patterns to Pixel Difference Networks for Efficient Visual Representation Learning. 138-155 - Mofassir ul Islam Arif, Johannes Burchert, Lars Schmidt-Thieme
ConvMix: Combining Intermediate Latent Features in Deep Convolutional Neural Networks. 156-174 - Christopher Zach
Fully Variational Noise-Contrastive Estimation. 175-190 - William Michael Laprade, Jesper Cairo Westergaard, Jon Nielsen, Mads Nielsen, Anders Bjorholm Dahl
An Analysis of Spatial-Spectral Dependence in Hyperspectral Autoencoders. 191-202 - Rohit Venkata Sai Dulam, Emily R. Fedders, Andrew R. Mahoney, Chandra Kambhamettu:
ConvSegFormer - A Convolution Aided SegFormer Architecture for Detection of Discontinuities in Wrapped Interferometric Phase Imagery of Sea Ice. 203-213 - Eva Breznik
Introducing Spatial Context in Patch-Based Deep Learning for Semantic Segmentation in Whole Body MRI. 214-228 - Gurbandurdy Dovletov
Learning to Pay Attention by Paying Attention - Attention U-Net with Extra Supervision for MRI-based Pseudo-CT Synthesis. 229-242
Segmentation, Grouping, and Shape
- Arthur Renaudeau, Travis Seng, Axel Carlier, Jean-Denis Durou:
Correl-Net: Defect Segmentation in Old Films Using Correlation Networks. 245-259 - Johan Thunberg, Florian Bernard:
Non-negative Spherical Relaxations for Universe-Free Multi-matching and Clustering. 260-277 - Elizabeth Louise Baker
A Function Space Perspective on Stochastic Shape Evolution. 278-292 - Filip Winzell, Ida Arvidsson, Niels Christian Overgaard, Kalle Åström
Systematic Augmentation in HSV Space for Semantic Segmentation of Prostate Biopsies. 293-308
Vision for Robotics and Autonomous Vehicles
- Simon Kristoffersson Lind, Rudolph Triebel, Luigi Nardi, Volker Krüger
Out-of-Distribution Detection for Adaptive Computer Vision. 311-325 - Atakan Dag, Farid Alijani, Jukka Peltomäki, Lauri Suomela, Esa Rahtu
TAU-Indoors Dataset for Visual and LiDAR Place Recognition. 326-339 - Zeeshan Khan Suri
Pose Constraints for Consistent Self-supervised Monocular Depth and Ego-Motion. 340-353 - Maria Priisalu, Ciprian Paduraru, Cristian Sminchisescu:
Varied Realistic Autonomous Vehicle Collision Scenario Generation. 354-372 - Ajinkya Gorad, Sakira Hassan
Vessel Bearing Estimation Using Visible and Thermal Imaging. 373-381
Biometrics, Faces, Body Gestures and Pose
- Tuomas Varanka, Wei Peng, Guoying Zhao:
Learnable Eulerian Dynamics for Micro-Expression Action Unit Detection. 385-400 - Fabian Windbacher, Michael Hödlmoser, Margrit Gelautz:
Single-Stage 3D Pose Estimation of Vulnerable Road Users Using Pseudo-Labels. 401-417 - Nikolaos Vasilikopoulos
TAPE: Temporal Attention-Based Probabilistic Human Pose and Shape Estimation. 418-431 - Mingrui Li
ID2image: Leakage of Non-ID Information into Face Descriptors and Inversion from Descriptors to Images. 432-448
3D Vision from Multiview and Other Sensors
- Anna Gummeson, Magnus Oskarsson
Robust and Accurate Cylinder Triangulation. 451-466 - Dingding Cai
MSDA: Monocular Self-supervised Domain Adaptation for 6D Object Pose Estimation. 467-481 - Erik Tegler, Johanna Engman, David Gillsjö
The Multi-view Geometry of Parallel Cylinders. 482-499 - Christopher Zach
Exploiting Redundancy for Large Scale Bundle Adjustment: In Partial Defense of Minimization by Alternation. 500-516 - Vincent Brebion
Learning to Estimate Two Dense Depths from LiDAR and Event Data. 517-533 - Ryo Kawahara
Polarimetric Underwater Stereo. 534-550 - Janne Mustaniemi, Juho Kannala, Esa Rahtu
BS3D: Building-Scale 3D Reconstruction from RGB-D Images. 551-565
Vision Applications and Systems
- Thomas Pöllabauer
Detection and Pose Estimation of Flat, Texture-Less Industry Objects on HoloLens Using Synthetic Training. 569-585 - Constantino Álvarez Casado
Assessing the Feasibility of Remote Photoplethysmography Through Videocalls: A Study of Network and Computing Constraints. 586-598 - Mohammed Khaleed Almansoori, Mustansar Fiaz
Anchor-ReID: A Test Time Adaptation for Person Re-identification. 599-612
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