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会议文集


文集名Image Analysis
会议名22nd Scandinavian Conference on Image Analysis (SCIA 2023)
中译名《第二十二届斯堪的纳维亚图像分析会议,卷2》
会议日期April 18-21, 2023
会议地点Sirkka, Finland
出版年2023
馆藏号349273


题名作者出版年
Utilizing Transformers on OCT Imagery and Metadata for Treatment Response Prediction in Macular Edema PatientsSahar Vahdati; Deepankan Bharathi Nagaraj; Maximilian Bryan; Sobhan Moazemi; Sabine Grunder-Fahrer; Michael Martin2023
Prototype Softmax Cross Entropy: A New Perspective on Softmax Cross EntropyQendrim Bytyqi; Nicola Wolpert; Elmar Schomer; Ulrich Schwanecke2023
Evidential Deep Learning for Class-Incremental Semantic SegmentationKarl Holmquist; Lena Klasen; Michael Felsberg2023
Synthesizing Hard Training Data from Latent Hierarchical RepresentationsBenjamin J. Hoj; Andreas Mogelmose2023
Rigidity Preserving Image Transformations and Equivariance in PerspectiveLucas Brynte; Georg Bokman; Axel Flinth; Fredrik Kahl2023
Tangent Phylogenetic PCAMorten Akhoj; Xavier Pennec; Stefan Sommer2023
Deep Simplex Classifier for Maximizing the Margin in Both Euclidean and Angular SpacesHakan Cevikalp; Hasan Saribas2023
Impact of Image Blur on Classification and Augmentation of Deep Convolutional NetworksMatej Lebl; Filip Sroubek; Jan Flusser2023
Gradient Adjusting Networks for Domain InversionErez Sheffi; Michael Rotman; Lior Wolf2023
From Local Binary Patterns to Pixel Difference Networks for Efficient Visual Representation LearningZhuo Su; Matti Pietikainen; Li Liu2023
ConvMix: Combining Intermediate Latent Features in Deep Convolutional Neural NetworksMofassir ul Islam Arif; Johannes Burchert; Lars Schmidt-Thieme2023
Fully Variational Noise-Contrastive EstimationChristopher Zach2023
An Analysis of Spatial-Spectral Dependence in Hyperspectral AutoencodersWilliam Michael Laprade; Jesper Cairo Westergaard; Jon Nielsen; Mads Nielsen; Anders Bjorholm Dahl2023
ConvSegFormer - A Convolution Aided SegFormer Architecture for Detection of Discontinuities in Wrapped Interferometric Phase Imagery of Sea IceRohit Venkata Sai Dulam; Emily R. Fedders; Andrew R. Mahoney; Chandra Kambhamettu2023
Introducing Spatial Context in Patch-Based Deep Learning for Semantic Segmentation in Whole Body MRIEva Breznik; Joel Kullberg; Hakan Ahlstrom; Robin Strand2023
Learning to Pay Attention by Paying Attention: Attention U-Net with Extra Supervision for MRI-based Pseudo-CT SynthesisGurbandurdy Dovletov; Utku Karadeniz; Stefan Lorcks; Josef Pauli; Marcel Gratz; Harald H. Quick2023
Correl-Net: Defect Segmentation in Old Films Using Correlation NetworksArthur Renaudeau; Travis Seng; Axel Carlier; Jean-Denis Durou2023
Non-negative Spherical Relaxations for Universe-Free Multi-matching and ClusteringJohan Thunberg; Florian Bernard2023
A Function Space Perspective on Stochastic Shape EvolutionElizabeth Baker; Thomas Besnier; Stefan Sommer2023
Systematic Augmentation in HSV Space for Semantic Segmentation of Prostate BiopsiesFilip Winzell; Ida Arvidsson; Niels Christian Overgaard; Karl Astrom; Felicia-Elena Marginean; Anders Bjartell; Agnieszka Krzyzanowska; Athanasios Simoulis; Anders Heyden2023
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