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Datasets/Indian Pines

Indian Pines

Hyperspectral imagesImageshttps://creativecommons.org/publicdomain/zero/1.0/

Indian Pines is a Hyperspectral image segmentation dataset. The input data consists of hyperspectral bands over a single landscape in Indiana, US, (Indian Pines data set) with 145×145 pixels. For each pixel, the data set contains 220 spectral reflectance bands which represent different portions of the electromagnetic spectrum in the wavelength range 0.4−2.5⋅10−6.

Source: Layer-Parallel Training of Deep Residual Neural Networks Image Source: http://www.ehu.eus/ccwintco/index.php/Hyperspectral_Remote_Sensing_Scenes#Indian_Pines

Benchmarks

Hyperspectral/OA@15perclass Hyperspectral/Overall Accuracy Hyperspectral/Kappa Hyperspectral/AA@10%perclass Hyperspectral/Kappa@10%perclass Hyperspectral/OA@10%perclass Hyperspectral/AA@5%perclass Hyperspectral/Kappa@5%perclass Hyperspectral/OA@5%perclass Hyperspectral/F1@10%perclass Hyperspectral Image Segmentation/OA@15perclass Hyperspectral Image Segmentation/Overall Accuracy Hyperspectral Image Segmentation/Kappa Hyperspectral Image Segmentation/AA@10%perclass Hyperspectral Image Segmentation/Kappa@10%perclass Hyperspectral Image Segmentation/OA@10%perclass Hyperspectral Image Segmentation/AA@5%perclass Hyperspectral Image Segmentation/Kappa@5%perclass Hyperspectral Image Segmentation/OA@5%perclass Hyperspectral Image Segmentation/F1@10%perclass Image Classification/OA@15perclass Image Classification/Overall Accuracy Image Classification/Kappa Image Classification/AA@10%perclass Image Classification/Kappa@10%perclass Image Classification/OA@10%perclass Image Classification/AA@5%perclass Image Classification/Kappa@5%perclass Image Classification/OA@5%perclass Image Classification/F1@10%perclass

Statistics

Papers: 96
Benchmarks: 30

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Tasks

Hyperspectral Hyperspectral Image Classification Hyperspectral Image Inpainting Hyperspectral Image Segmentation Image Classification