SENSE: Hyperspectral video object tracker via fusing material and motion cues

Y Chen, Q Yuan, Y Tang, Y Xiao, J He, Z Liu - Information Fusion, 2024 - Elsevier
Hyperspectral video offers a wealth of material and motion cues about objects. This
advantage proves invaluable in addressing the inherent limitations of generic RGB video …

Material-Guided Multiview Fusion Network for Hyperspectral Object Tracking

Z Li, F Xiong, J Zhou, J Lu, Z Zhao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Hyperspectral videos (HSVs) have more potential in object tracking than color videos,
thanks to their material identification ability. Nevertheless, previous works have not fully …

Transformer-Based Band Regrouping with Feature Refinement for Hyperspectral Object Tracking

H Wang, W Li, XG Xia, Q Du, J Tian… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Hyperspectral videos (HSVs) offer not only spatial information but also diagnostic spectral
features. Due to the fact that spectral features are only related to the material of the object …

SPIRIT: Spectral awareness interaction network with dynamic template for hyperspectral object tracking

Y Chen, Q Yuan, Y Tang, Y Xiao, J He… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Hyperspectral (HS) video is able to capture abundant spectral, spatial, and temporal
information about objects, which overcomes the limitations of common red-green-blue …

Dynamic material-aware object tracking in hyperspectral videos

F Xiong, J Zhou, J Chanussot… - 2019 10th Workshop on …, 2019 - ieeexplore.ieee.org
Traditional color trackers tend to fail in some challenging scenarios such as object
deformation, rotation, background clutter and varying illumination. In this paper, we take …

Target-aware and spatial-spectral discriminant feature joint correlation filters for hyperspectral video object tracking

Y Tang, Y Liu, H Huang - Computer Vision and Image Understanding, 2022 - Elsevier
Visual tracking has been considered a promising task in computer vision. Most existing
trackers construct tracking frameworks based on color video which provides information in …

Material-guided siamese fusion network for hyperspectral object tracking

Z Li, F Xiong, J Lu, J Zhou… - ICASSP 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Hyperspectral videos (HSVs) have more potential in target tracking than color videos thanks
to the material identification capability provided by abundant spectral bands. Due to limited …

Material based object tracking in hyperspectral videos

F Xiong, J Zhou, Y Qian - IEEE Transactions on Image …, 2020 - ieeexplore.ieee.org
Traditional color images only depict color intensities in red, green and blue channels, often
making object trackers fail in challenging scenarios, eg, background clutter and rapid …

A Siamese network-based tracking framework for hyperspectral video

Y Tang, H Huang, Y Liu, Y Li - Neural Computing and Applications, 2023 - Springer
With the rapid development of hyperspectral imaging techniques, hyperspectral video visual
tracking comes to a breakthrough because its abundant material-based spectral information …

[HTML][HTML] A fast hyperspectral tracking method via channel selection

Y Zhang, X Li, B Wei, L Li, S Yue - Remote Sensing, 2023 - mdpi.com
With the rapid development of hyperspectral imaging technology, object tracking in
hyperspectral video has become a research hotspot. Real-time object tracking for …