Scattering Transforms in Python

Please cite:

@article{tfST,
	title={Three-Dimensional Fourier Scattering Transform and Classification of Hyperspectral Images},
	author={Ilya Kavalerov and Weilin Li and Wojciech Czaja and Rama Chellappa},
	journal={arXiv preprint arXiv:1906.06804},
	year={2019}
}

Usage

Instructions coming Feb 14 2020...

Downloading Data

See the GIC website and download for example the "corrected Indian Pines" and "Indian Pines groundtruth" datasets.

Create Custom Training/Testing Splits

One training/testing split is included. Create more by editing the variables OUT_PATH, DATASET_PATH, ntrials, and datasetsamples in create_training_splits.m, and running:

matlab -nodesktop -nosplash -r "create_training_splits"

Versioning

Tested on Python 2.7.14 (Anaconda), tensorflow 1.10.1, cuda 9.0.176, cudnn-7.0 (8.0 might work too). Red Hat Enterprise Linux Workstation release 7.6 (Maipo). GeForce GTX TITAN X.

License