mlsanityData to 7 Oct 2026

Hyperspectral City V1.0 Dataset and Benchmark

arXiv 1907.10270 ↗First posted 24 Jul 2019cs.CVcited by 6

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Abstract (arXiv)

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.

Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). First posted on arXiv 24 Jul 2019.

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2024: 1; 2025: 3; 2026: 2.

6 papers.

  1. 2024HSI-Drive v2.0: More Data for New Challenges in Scene Understanding for Autonomous Drivingcited by 11
  2. 2025Hyperspectral Sensors and Autonomous Driving: Technologies, Limitations, and Opportunitiescited by 6
  3. 2025Hyperspectral Adapter for Semantic Segmentation with Vision Foundation Modelscited by 5
  4. 2025Optimization of DNN-based HSI Segmentation FPGA-based SoC for ADS: A Practical Approachcited by 1
  5. 2026HyperVision: A Channel-Adaptive Ground-Based Hyperspectral Vision Pre-trained Backbonecited by 1
  6. 2026Exploring Spatiotemporal Feature Propagation for Video-Level Compressive Spectral Reconstruction: Dataset, Model and Benchmarkcited by 0