Dynamic Temporal–Spatial Regularization-Based Channel Weight Correlation Filter for Aerial Object Tracking
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2021.3106320
Abstract: Correlation filter (CF) has drawn extensive interest in aerial object tracking due to its remarkable performance. Recently, the popular CF methods based on temporal–spatial regularization have been proved to be able to effectively improve the… read more here.
Keywords: object tracking; regularization; correlation filter; spatial regularization ... See more keywords
Learning Spatial Regularization Correlation Filters With the Hilbert-Schmidt Independence Criterion in RKHS for UAV Tracking
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3265106
Abstract: Unmanned aerial vehicle (UAV) object tracking has been widely used in military and civilian tasks and is very challenging due to factors such as aerial view, low resolution (LR), background clutter (BC), and small scale.… read more here.
Keywords: rkhs uav; schmidt independence; regularization; independence criterion ... See more keywords