DEVELOPMENT OF COORDINATE SYSTEM INDEPENDENT NEURAL NETWORK

Author:

Siwei ZHANG 1,HORI Muneo2

Affiliation:

1. Graduate School of Engineering, The University of Tokyo

2. Japan Agency for Marine-Earth Science and Technology

Publisher

Japan Society of Civil Engineers

Reference10 articles.

1. 1) Shorten, Connor, and Taghi M. Khoshgoftaar.: A Survey on Image Data Augmentation for Deep Learning, Journal of Big Data, Vol. 6, No. 1, pp. 1-48, 2019.

2. 2) Cheng, G., P. Zhou, and J. Han.: Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, Vol. 54, No. 12, pp. 7405-7415, 2016.

3. 3) J. Kang, R. Fernandez-Beltran, Z. Wang, X. Sun, J. Ni and A. Plaza.: Rotation-Invariant Deep Embedding for Remote Sensing Images, in IEEE Transactions on Geoscience and Remote Sensing, Vol. 60, pp. 1-13, 2022.

4. 4) Schütt, K., Kindermans, P. J., Sauceda Felix, H. E., Chmiela, S., Tkatchenko, A. and Müller, K. R.: Schnet: A continuous-filter convolutional neural network for modeling quantum interactions. Advances in neural information processing systems, 30, 2017.

5. 5) Weiler, M., Forré, P., Verlinde, E. and Welling, M.: Coordinate Independent Convolutional Networks--Isometry and Gauge Equivariant Convolutions on Riemannian Manifolds. arXiv preprint arXiv:2106.06020, 2021.

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