Part-Based Background-Aware Tracking for UAV With Convolutional Features
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2922703
Abstract: In recent years, visual tracking is a challenging task in UAV applications. The standard correlation filter (CF) has been extensively applied for UAV object tracking. However, the CF-based tracker severely suffers from boundary effects and… read more here.
Keywords: appearance model; part; background aware; aware tracking ... See more keywords
An Anti-Drift Background-Aware Correlation Filter for Visual Tracking in Complex Scenes
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2959406
Abstract: The model drift problem is an inevitable problem for online visual tracking. Model drift can amplify the false tracking result over time and lead to failed tracking finally. Background-aware correlation filter (BACF) tracker obtains the… read more here.
Keywords: correlation filter; background aware; tracker; drift ... See more keywords
Robust Hyperspectral Object Tracking by Exploiting Background-Aware Spectral Information With Band Selection Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3202039
Abstract: Deep color trackers mainly use pretrained convolutional neural networks (CNNs) for classification and regression, but it is difficult to discriminate targets in complex backgrounds for its limited spectral information. Compared with color video, hyperspectral videos… read more here.
Keywords: information; color; background aware; spectral information ... See more keywords