Hyperspectral City V1.0 Dataset and Benchmark
This work addresses the need for standardized hyperspectral data in city-related applications, but it is incremental as it primarily offers a new dataset rather than novel methods.
The authors introduced the Hyperspectral City V1.0 dataset and benchmark, providing a new resource for hyperspectral imaging tasks in urban environments, with details on data collection, processing, and evaluation metrics for a 2019 challenge.
This document introduces the background and the usage of the Hyperspectral City Dataset and the benchmark. The documentation first starts with the background and motivation of the dataset. Follow it, we briefly describe the method of collecting the dataset and the processing method from raw dataset to the final release dataset, specifically, the version 1.0. We also provide the detailed usage of the dataset and the evaluation metric for submitted the result for the 2019 Hyperspectral City Challenge.