Xuzhou HYSPEX dataset

Xuzhou HYSPEX dataset

Citation Author(s):
Kun
Tan
Fuyu
Wu
Xue
Wang
Submitted by:
Xue Wang
Last updated:
Sat, 04/13/2019 - 03:51
DOI:
10.21227/t3c9-h862
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Abstract: 

 

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.

 

Instructions: 

 

The file declaration:

 

1.       “classification image.jpg”: The jpeg format of ground truth.

 

2.       “Pseudocolor image.jpg”: The jpeg format of pseudocolor.

 

3.       “image.hdr”/“image.img”: The raster data format of the Xuzhou HYSPEX dataset

 

4.       “true label.hdr”/“true label.img”: The raster data format of the ground truth

 

5.       “data.mat”: the matlab format of this dataset. The variable “all_x” and “all_y” represents the spectral vector and the corresponding label respectively of the whole pixels (13000). The unclassified pixels are labeled as 0 in “all_y”; The variable “x” and “y” represents the spectral vector and the corresponding label respectively of the all labeled pixels(68877).

 

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[1] Kun Tan, Fuyu Wu, Xue Wang, "Xuzhou HYSPEX dataset", IEEE Dataport, 2018. [Online]. Available: http://dx.doi.org/10.21227/t3c9-h862. Accessed: Jul. 22, 2019.
@data{t3c9-h862-18,
doi = {10.21227/t3c9-h862},
url = {http://dx.doi.org/10.21227/t3c9-h862},
author = {Kun Tan; Fuyu Wu; Xue Wang },
publisher = {IEEE Dataport},
title = {Xuzhou HYSPEX dataset},
year = {2018} }
TY - DATA
T1 - Xuzhou HYSPEX dataset
AU - Kun Tan; Fuyu Wu; Xue Wang
PY - 2018
PB - IEEE Dataport
UR - 10.21227/t3c9-h862
ER -
Kun Tan, Fuyu Wu, Xue Wang. (2018). Xuzhou HYSPEX dataset. IEEE Dataport. http://dx.doi.org/10.21227/t3c9-h862
Kun Tan, Fuyu Wu, Xue Wang, 2018. Xuzhou HYSPEX dataset. Available at: http://dx.doi.org/10.21227/t3c9-h862.
Kun Tan, Fuyu Wu, Xue Wang. (2018). "Xuzhou HYSPEX dataset." Web.
1. Kun Tan, Fuyu Wu, Xue Wang. Xuzhou HYSPEX dataset [Internet]. IEEE Dataport; 2018. Available from : http://dx.doi.org/10.21227/t3c9-h862
Kun Tan, Fuyu Wu, Xue Wang. "Xuzhou HYSPEX dataset." doi: 10.21227/t3c9-h862