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Hyperspectral images datasets
archive 2025-07-2844 datasets carry the modality tag "Hyperspectral images", ordered by the archive's paper count. Page 1 of 1: 44 shown of 44. Facet routes are this site's own (the archive records the tag string, not a page).
The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.
Filter 39 modality tags shown of 39, by dataset count; the full filter by modality, task and language is on /datasets
All 12,172
Images 3,239Texts 3,130Videos 1,014Audio 480Medical 3943D 380Time series 294Graphs 282Tabular 267Speech 197RGB-D 190Environment 147Point cloud 134Biomedical 122LiDAR 94RGB Video 87Tracking 77Biology 70Actions 673d meshes 64Tables 50Music 47EEG 44Hyperspectral images 44Stereo 44MRI 39Physics 32Interactive 29Dialog 25Midi 226D 17Replay data 11Financial 10Ranking 10Cad 9fMRI 7Parallel 6Lyrics 2PSG 2
Hyperspectral images datasets 1–44 of 44
Indian Pines is a Hyperspectral image segmentation dataset.
96 papers · 1 benchmark
BigEarthNet consists of 590,326 Sentinel-2 image patches, each of which is a section of i) 120x120 pixels for 10m bands; ii) 60x60 pixels for 20m bands; and iii) 20x20 pixels for 60m bands.
85 papers · 3 benchmarks
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.
49 papers · 1 benchmark
MCubeS (Multimodal Material Segmentation Dataset)
Multimodal material segmentation (MCubeS) dataset contains 500 sets of images from 42 street scenes.
19 papers · 1 benchmark
Kennedy Space Center is a dataset for the classification of wetland vegetation at the Kennedy Space Center, Florida using hyperspectral imagery.
18 papers · 1 benchmark
Salinas (Salinas Scene)
Salinas Scene is a hyperspectral dataset collected by the 224-band AVIRIS sensor over Salinas Valley, California, and is characterized by high spatial resolution (3.7-meter pixels).
15 papers · 3 benchmarks
SEN12MS-CR is a multi-modal and mono-temporal data set for cloud removal.
13 papers · 1 benchmark
HQ-WMCA (High-Quality Wide Multi-Channel Attack database)
The High-Quality Wide Multi-Channel Attack database (HQ-WMCA) database consists of 2904 short multi-modal video recordings of both bona-fide and presentation attacks.
9 papers · 0 benchmarks
HS-SOD (HyperSpectral Salient Object Detection Dataset)
HS-SOD is a hyperspectral salient object detection dataset with a collection of 60 hyperspectral images with their respective ground-truth binary images and representative rendered colour images (sRGB).
8 papers · 0 benchmarks
The RIT-18 dataset was built for the semantic segmentation of remote sensing imagery.
8 papers · 0 benchmarks
Houston is a hyperspectral image classification dataset.
7 papers · 1 benchmark
PIDray is a large-scale dataset which covers various cases in real-world scenarios for prohibited item detection, especially for deliberately hidden items.
7 papers · 0 benchmarks
SEN12MS-CR-TS is a multi-modal and multi-temporal data set for cloud removal.
7 papers · 1 benchmark
HiXray is a High-quality X-ray security inspection image dataset, which contains 102,928 common prohibited items of 8 categories.
6 papers · 0 benchmarks
Botswana is a hyperspectral image classification dataset.
4 papers · 1 benchmark
The data set covers recordings of ripening fruit with labels of destructive measurements (fruit flesh firmness, sugar content and overall ripeness).
4 papers · 1 benchmark
WHU-Hi (Wuhan UAV-borne hyperspectral image)
WHU-Hi dataset (Wuhan UAV-borne hyperspectral image) is collected and shared by the RSIDEA research group of Wuhan University, and it could serve as a benchmark dataset for precise crop classification and hyperspectral image classification…
4 papers · 0 benchmarks
EuroCrops is a dataset for automatic vegetation classification from multi-spectral and multi-temporal satellite data, annotated with official LIPS reporting data from countries of the European Union, curated by the Technical University of…
3 papers · 0 benchmarks
HSI-Drive is the hyperspectral image (HSI) dataset created by the Digital Electronics Design Group (GDED) of the University of the Basque Country (UPV/EHU).
3 papers · 1 benchmark
We present datasets containing urban traffic and rural road scenes recorded using hyperspectral snap-shot sensors mounted on a moving car.
3 papers · 1 benchmark
This dataset contains the data for the paper 'Using Multiple Instance Learning for Explainable Solar Flare Prediction'.
3 papers · 0 benchmarks
Pavia Centre is a hyperspectral dataset acquired by the ROSIS sensor during a flight campaign over Pavia, northern Italy.
3 papers · 0 benchmarks
Urban is one of the most widely used hyperspectral data used in the hyperspectral unmixing study.
3 papers · 1 benchmark
MUSIC (Multi-Spectral Imaging via Computed Tomography)
The Multi-Spectral Imaging via Computed Tomography (MUSIC) dataset is a two-part (2D- and 3D spectral) open access dataset for advanced image analysis of spectral radiographic (x-ray) scans, their tomographic reconstruction and the…
2 papers · 0 benchmarks
MaNGA (Mapping Nearby Galaxies at APO)
MaNGA is a component of the Fourth-Generation Sloan Digital Sky Survey whose goal is to map the detailed composition and kinematic structure of nearby galaxies.
2 papers · 0 benchmarks
SSL4EO-S12 is a large-scale, global, multimodal, and multi-seasonal corpus of satellite imagery from the ESA Sentinel-1 & -2 satellite missions.
2 papers · 0 benchmarks
TBBR (Thermal Bridges on Building Rooftops)
The dataset of Thermal Bridges on Building Rooftops (TBBR dataset) consists of annotated combined RGB and thermal drone images with a height map.
2 papers · 2 benchmarks
We capture some hyperspectral images in our lab using the multishot DD-CASSI architecture.
1 paper · 0 benchmarks
DRIFT (Domain-Adaptive Regression for Forest Monitoring)
The DRIFT dataset includes 25k image patches collected in five European countries sourced from aerial and nanosatellite image archives.
1 paper · 0 benchmarks
Deep Indices (multi-spectral leaf/vegetation segmentation)
This dataset inclue multi-spectral acquisition of vegetation for the conception of new DeepIndices.
1 paper · 1 benchmark
- The dataset contains full-spectral autofluorescence lifetime microscopic images (FS-FLIM) acquired on unstained ex-vivo human lung tissue, where 100 4D hypercubes of 256x256 (spatial resolution) x 32 (time bins) x 512 (spectral channels…
1 paper · 0 benchmarks
HSIRS (High-quality Spectral Image Resonstruction and Segmentation Dataset)
We introduce HSIRS, a large scale dataset of hyper-spectral images along with corresponding manually annotated segmentation maps for material characterization and classification based on spectral signature.
1 paper · 0 benchmarks
LIB-HSI (RGB and Hyperspectral images of Building Facades)
The LIB-HSI dataset contains hyperspectral reflectance images and their corresponding RGB images of building façades in a light industrial environment.
1 paper · 0 benchmarks
This data set contains weekly scans of cauliflower and broccoli covering a ten week growth cycle from transplant to harvest.
1 paper · 0 benchmarks
A high-resolution multi-sensor remote sensing scene classification dataset, appropriate for training and evaluating image classification models in the remote sensing domain.
1 paper · 0 benchmarks
The ROAD dataset is made up of observations from the Low Frequency Array (LOFAR) telescope.
1 paper · 0 benchmarks
TBBR Raw (Hyperspectral (RGB + Thermal) drone images of Karlsruhe, Germany)
This dataset contains the raw images for the dataset of Thermal Bridges on Building Rooftops (TBBR) dataset.
1 paper · 0 benchmarks
TERRA-REF (TERRA-REF, An open reference data set from high resolution genomics, phenomics, and imaging sensors)
The ARPA-E funded TERRA-REF project is generating open-access reference datasets for the study of plant sensing, genomics, and phenomics.
1 paper · 0 benchmarks
Tecnalia WEEE HYPERSPECTRAL DATASET (TECNALIA WEEE (Waste from Electrical and Electronic Equipment) HYPERSPECTRAL DATASET)
Tecnalia Hyperspectral Dataset contains different non-ferreous fractions of Waste from Electric and Electronic Equipment (WEEE) of Copper, Brass, Aluminum, Stainless Steel and White Copper.
1 paper · 0 benchmarks
Dataset of paired thermal and RGB images comprising ten diverse scenes—six indoor and four outdoor scenes— for 3D scene reconstruction and novel view synthesis (e.g.
1 paper · 0 benchmarks
Tinto (Tinto: Multisensor Benchmark for 3D Hyperspectral Point Cloud Segmentation in the Geosciences)
The increasing use of deep learning techniques has reduced interpretation time and, ideally, reduced interpreter bias by automatically deriving geological maps from digital outcrop models.
1 paper · 0 benchmarks
BTFDBB (BTF Database Bonn)
Reflectance measurements of Bidirectional Texture Functions (BTFs) Database contains both flat samples: as well as 3D geometry with texture mapped BTFs: furthermore, there are some multispectral BTFs:
0 papers · 0 benchmarks
Hyper Drive (Hyperspectral Driving Dataset)
Towards automated analysis of large environments, hyperspectral sensors must be adapted into a format where they can be operated from mobile robots.
0 papers · 0 benchmarks
MS-EVS Dataset (Multispectral Event-based Face detection dataset)
The MS-EVS Dataset is the first large-scale event-based dataset for face detection.
0 papers · 0 benchmarks
Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.