5 papers
HyperVision: A Channel-Adaptive Ground-Based Hyperspectral Vision Pre-trained Backbone
Guanyiman Fu, Jingtao Li, Zihang Cheng +8
While hyperspectral imaging provides rich spatial-spectral information across hundreds of narrow wavelength bands for precise material identification, ground-based hyperspectral pr…
End-to-End Unmixing with Material Prompts for Hyperspectral Object Tracking
Xu Han, Mohammad Aminul Islam, Lei Wang +5
Hyperspectral imagery encodes rich material properties that can improve tracking robustness under appearance ambiguity, illumination change, and background clutter. However, due to…
SPECIAL: Zero-shot Hyperspectral Image Classification With CLIP
Li Pang, Jing Yao, Kaiyu Li +3
Hyperspectral image (HSI) classification aims to categorize each pixel in an HSI into a specific land cover class, which is crucial for applications such as remote sensing, environ…
Iterative Low-rank Network for Hyperspectral Image Denoising
Jin Ye, Fengchao Xiong, Jun Zhou +1
Hyperspectral image (HSI) denoising is a crucial preprocessing step for subsequent tasks. The clean HSI usually reside in a low-dimensional subspace, which can be captured by low-r…
SUIT: Spatial-Spectral Union-Intersection Interaction Network for Hyperspectral Object Tracking
Fengchao Xiong, Zhenxing Wu, Sen Jia +1
Hyperspectral videos (HSVs), with their inherent spatial-spectral-temporal structure, offer distinct advantages in challenging tracking scenarios such as cluttered backgrounds and…