Transformer meets remote sensing video detection and tracking: A comprehensive survey

L Jiao, X Zhang, X Liu, F Liu, S Yang… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Transformer has shown excellent performance in remote sensing field with long-range
modeling capabilities. Remote sensing video (RSV) moving object detection and tracking …

SiamHYPER: Learning a hyperspectral object tracker from an RGB-based tracker

Z Liu, X Wang, Y Zhong, M Shu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Hyperspectral videos can provide the spatial, spectral, and motion information of targets,
which makes it possible to track camouflaged targets that are similar to the background …

Unrolling nonnegative matrix factorization with group sparsity for blind hyperspectral unmixing

C Cui, X Wang, S Wang, L Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Deep neural networks have shown huge potential in hyperspectral unmixing (HU). However,
the large function space increases the difficulty of obtaining the optimal solution with limited …

SiamBAG: Band attention grou**-based Siamese object tracking network for hyperspectral videos

W Li, Z Hou, J Zhou, R Tao - IEEE Transactions on Geoscience …, 2023 - ieeexplore.ieee.org
A hyperspectral video contains frames with numerous spectral bands, providing fine
reflectance information for object identification and tracking. Enriched features can be …

Cbff-net: A new framework for efficient and accurate hyperspectral object tracking

L Gao, P Liu, Y Jiang, W **e, J Lei… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Visual object tracking is a fundamental task in computer vision and thrived in recent
decades. With the development of snapshot hyperspectral (HS) sensors, efforts have been …

[HTML][HTML] Detecting pine wilt disease at the pixel level from high spatial and spectral resolution UAV-borne imagery in complex forest landscapes using deep one-class …

J Li, X Wang, H Zhao, X Hu, Y Zhong - International Journal of Applied …, 2022 - Elsevier
Pine wilt disease (PWD) poses a serious threat to the worldwide pine forest resources.
Unmanned aerial vehicle (UAV) remote sensing has been widely used for PWD control, due …

Spatial–spectral weighted and regularized tensor sparse correlation filter for object tracking in hyperspectral videos

Z Hou, W Li, J Zhou, R Tao - IEEE Transactions on Geoscience …, 2022 - ieeexplore.ieee.org
Hyperspectral video camera captures spatial, spectral, and temporal information of moving
objects. Traditional object tracking methods developed for color videos have been applied to …

A Deep Temporal-Spectral-Spatial Anchor-Free Siamese Tracking Network for Hyperspectral Video Object Tracking

Z Liu, Y Zhong, G Ma, X Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
High spatial, high spectral, and high temporal () information of the objects of interest can be
provided by hyperspectral video, which makes it possible to track objects in complex …

Recent advances in object tracking using hyperspectral videos: a survey

K Qian, J Shen, S Wang, W Sun - Multimedia Tools and Applications, 2024 - Springer
Abstract Short-Term Single-Object (STSO) tracking using Hyperspectral Videos (HSVs),
which has become a hotspot recently, is a challenging task. Hyperspectral Object Tracking …

Sfa-guided mosaic transformer for tracking small objects in snapshot spectral imaging

L Chen, Y Zhao, SG Kong - ISPRS Journal of Photogrammetry and Remote …, 2023 - Elsevier
This paper presents an end-to-end solution, the Spectral Filter Array (SFA)-guided Mosaic
Transformer (SMT), designed for tracking small objects within mosaic spectral videos …