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Datasets/Pavia University

Pavia University

Hyperspectral imagesImages

The Pavia University dataset is a hyperspectral image dataset which gathered by a sensor known as the reflective optics system imaging spectrometer (ROSIS-3) over the city of Pavia, Italy. The image consists of 610×340 pixels with 115 spectral bands. The image is divided into 9 classes with a total of 42,776 labelled samples, including the asphalt, meadows, gravel, trees, metal sheet, bare soil, bitumen, brick, and shadow.

Source: Diversity in Machine Learning Image Source: http://www.ehu.eus/ccwintco/index.php/Hyperspectral_Remote_Sensing_Scenes#Pavia_Centre_and_University

Benchmarks

Hyperspectral/OA@15perclass Hyperspectral/Overall Accuracy Hyperspectral/AA@200 Hyperspectral/Kappa@200 Hyperspectral/OA@200 Hyperspectral/AA@5%perclass Hyperspectral/Kappa@1%Hyperspectral/Kappa@5%perclass Hyperspectral/OA@5%perclass Hyperspectral/AA@1%perclass Hyperspectral/Kappa@1%perclass Hyperspectral/OA@1%perclass Hyperspectral Image Segmentation/OA@15perclass Hyperspectral Image Segmentation/Overall Accuracy Hyperspectral Image Segmentation/AA@200 Hyperspectral Image Segmentation/Kappa@200 Hyperspectral Image Segmentation/OA@200 Hyperspectral Image Segmentation/AA@5%perclass Hyperspectral Image Segmentation/Kappa@1%Hyperspectral Image Segmentation/Kappa@5%perclass Hyperspectral Image Segmentation/OA@5%perclass Hyperspectral Image Segmentation/AA@1%perclass Hyperspectral Image Segmentation/Kappa@1%perclass Hyperspectral Image Segmentation/OA@1%perclass Image Classification/OA@15perclass Image Classification/Overall Accuracy Image Classification/AA@200 Image Classification/Kappa@200 Image Classification/OA@200 Image Classification/AA@5%perclass Image Classification/Kappa@1%Image Classification/Kappa@5%perclass Image Classification/OA@5%perclass Image Classification/AA@1%perclass Image Classification/Kappa@1%perclass Image Classification/OA@1%perclass

Statistics

Papers: 49
Benchmarks: 36

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Tasks

Hyperspectral Hyperspectral Image Classification Hyperspectral Image Segmentation Image Classification