Manifold Exploring Data Augmentation with Geometric Transformations for Increased Performance and Robustness-Reference-Cited by-同舟云学术

Manifold Exploring Data Augmentation with Geometric Transformations for Increased Performance and Robustness

Published:2019 Issue: Volume: Page:517-529
ISSN:0302-9743
Container-title:Lecture Notes in Computer Science
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Author:

Paschali Magdalini,Simson Walter,Roy Abhijit Guha,Göbl Rüdiger,Wachinger Christian,Navab Nassir

Publisher

Springer International Publishing

Link

http://link.springer.com/content/pdf/10.1007/978-3-030-20351-1_40

Reference25 articles.

1. Kanbak, C., Moosavi-Dezfooli, S.-M., Frossard, P.: Geometric robustness of deep networks: analysis and improvement. In: CVPR (2017)

2. Wong, S.C., Gatt, A., Stamatescu, V., McDonnell, M.D.: Understanding data augmentation for classification: when to warp? In: DICTA (2016)

3. Devries, T., Taylor, G.W.: Dataset augmentation in feature space. CoRR abs/1702.05538 (2017)

4. Okafor, E., Schomaker, L., Wiering, M.A.: An analysis of rotation matrix and colour constancy data augmentation in classifying images of animals. J. Inf. Telecommun. 2(4), 465–491 (2018)

5. Fawzi, A., Samulowitz, H., Turaga, D., Frossard, P.: Adaptive data augmentation for image classification. In: IEEE International Conference on Image Processing (ICIP) (2016)

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