Resources

Datasets & Open-Source Codes

Datasets

Anomaly Detection

ABU Datasets

Provided by Prof. Xudong Kang. Mainly used for hyperspectral anomaly detection research.

Website →
Anomaly Detection

Salinas Datasets

Provided by Mr. Donglei Ma and Dr. Zengfu Hou. For hyperspectral anomaly detection. If you use this dataset, please cite the related papers.

Google Drive Baidu Netdisk (g7wu)
Target Detection

HyMap Target/Anomaly Detection Blind Test

A standard hyperspectral dataset providing data and evaluation services for target finding algorithms, available for free after registration.

Website →
Change Detection

Hyperspectral Change Detection Datasets

Multiple hyperspectral change detection datasets available for download via Baidu Netdisk.

Baidu Netdisk (41bf)

Open-Source Codes

Morphological Profiles

Morphological Feature Extraction

Max-Tree & Min-Tree Morphological Feature Extraction

C++ implementation for morphological feature extraction using max-tree/min-tree, provided by Prof. Lu Li and modified by Dr. Zengfu Hou. Related paper: Hyperspectral Change Detection Based on Multiple Morphological Profiles (IEEE TGRS, 2021).

GitHub Paper

Hyperspectral Anomaly Detection

Anomaly Detection

LSADCRIDW / LSUNRSORAD

MATLAB codes for hyperspectral anomaly detection. Related paper: Anomaly Detection for Hyperspectral Imagery Based on the Regularized Subspace Method and Collaborative Representation (Remote Sensing, 2019).

GitHub Paper
Anomaly Detection

SLW_LRRSTO / MLW_LRRSTO

MATLAB codes for hyperspectral anomaly detection based on low-rank representation with spatial constraint. Related paper (Remote Sensing, 2019).

GitHub Paper
Anomaly Detection

2S-GLRT

MATLAB codes for multipixel anomaly detection with unknown pattern. Related paper: IEEE TNNLS, 2022.

GitHub Paper
Anomaly Detection

CRDBPSW

MATLAB codes for collaborative representation with background purification and saliency weight. Related paper: Science China Information Sciences, 2022.

GitHub Paper
Anomaly Detection

SSFAD

MATLAB codes for spectral-spatial fusion anomaly detection. Preprint: arXiv:2202.11889.

GitHub Paper

Hyperspectral Change Detection

Change Detection

MaxTreeCD / MinTreeCD / SALA

MATLAB and C++ codes for hyperspectral change detection based on morphological profiles. Related paper: IEEE TGRS, 2021.

GitHub Paper
Change Detection

TDRD

MATLAB codes for three-order Tucker decomposition and reconstruction detector for unsupervised change detection. Related paper: IEEE JSTARS, 2021.

GitHub Paper
Change Detection

PTCD

MATLAB codes for patch tensor-based change detection. Related paper: IEEE IGARSS, 2021.

GitHub Paper

Hyperspectral Object Tracking

Object Tracking

TSCFW

MATLAB codes for spatial-spectral weighted and regularized tensor sparse correlation filter tracker. Related paper: IEEE TGRS, 2022.

GitHub Paper
Object Tracking

SiamBAG

Python codes for band attention grouping-based Siamese object tracking network. Related paper: IEEE TGRS, 2023.

GitHub Paper

If any links are not available, please contact me by email.