Xuzhou HYSPEX dataset

The Xuzhou dataset was collected by an airborne HYSPEX hyperspectral camera over the Xuzhou peri-urban site in November 2014. This dataset consists of 500 × 260 pixels, with a very high spatial resolution of 0.73 m/pixel. The number of spectral bands used in the experiment was 436, after removing the noisy bands ranging from 415 nm to 2508 nm. The scene is peri-urban and is characterized by nine categories, including crops, vegetation, man-made structures, and coal fields The very high spatial resolution and the complex mixed categories make this dataset a challenging dataset for classification.

If you think it helpful, we would appreciate if you cite these papers in your work.

Tan K , Wu F , Du Q , et al. A Parallel Gaussian–Bernoulli Restricted Boltzmann Machine for Mining Area Classification With Hyperspectral Imagery[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019:1-10.

Wang X, Tan K, Du Q, et al. Caps-TripleGAN: GAN-Assisted CapsNet for Hyperspectral Image Classification[J]. IEEE Trans. Geoscience and Remote Sensing 2019, 1–14.