Datasets › Houston
Houston
Houston is a hyperspectral image classification dataset. The hyperspectral imagery consists of 144 spectral bands in the 380 nm to 1050 nm region and has been calibrated to at-sensor spectral radiance units, SRU =μW /( cm² sr nm). The corresponding co-registered DSM consists of elevation in meters above sea level (per the Geoid 2012A model).
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Hyperspectral Image Classification | Houston | A-SPN Overall Accuracy 97.27% | Attention-Based Second-Order Pooling Network for... | ZhaohuiXue/A-SPN-release | 4 | Compare |
Papers archive 2025-07-28
4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 7. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Discrete Cosine Transform-Based Joint Spectral-Spatial Information Compression and Band Correlation Calculation for Hyperspectral Feature Extraction | 1 | 1 | 16 Nov 2024 | not harvested |
| Locality-Aware Hyperspectral Classification | 1 | 1 | 4 Sep 2023 | not harvested |
| Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Representation for Hyperspectral Image Classification | 1 | 1 | 7 Apr 2023 | not harvested |
| Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification | 1 | 1 | 14 Jan 2021 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Houston
1 variant name, as the archive lists them.
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