Transformer meets remote sensing video detection and tracking: A comprehensive survey
Transformer has shown excellent performance in remote sensing field with long-range
modeling capabilities. Remote sensing video (RSV) moving object detection and tracking …
modeling capabilities. Remote sensing video (RSV) moving object detection and tracking …
SiamHYPER: Learning a hyperspectral object tracker from an RGB-based tracker
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 …
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
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 …
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
A hyperspectral video contains frames with numerous spectral bands, providing fine
reflectance information for object identification and tracking. Enriched features can be …
reflectance information for object identification and tracking. Enriched features can be …
Cbff-net: A new framework for efficient and accurate hyperspectral object tracking
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 …
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 …
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 …
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
Hyperspectral video camera captures spatial, spectral, and temporal information of moving
objects. Traditional object tracking methods developed for color videos have been applied to …
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 …
provided by hyperspectral video, which makes it possible to track objects in complex …
Recent advances in object tracking using hyperspectral videos: a survey
Abstract Short-Term Single-Object (STSO) tracking using Hyperspectral Videos (HSVs),
which has become a hotspot recently, is a challenging task. Hyperspectral Object Tracking …
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
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 …
Transformer (SMT), designed for tracking small objects within mosaic spectral videos …