A Siamese tracker with “dynamic–static” dual-template fusion and dynamic template adaptive update
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Neurorobotics"
DOI: 10.3389/fnbot.2022.1094892
Abstract: In recent years, visual tracking algorithms based on Siamese networks have attracted attention for their desirable balance between speed and accuracy. The performance of such tracking methods relies heavily on target templates. Static templates cannot… read more here.
Keywords: siamese tracker; template; adaptive update; tracker dynamic ... See more keywords
SiamHAS: Siamese Tracker with Hierarchical Attention Strategy for Aerial Tracking
Sign Up to like & getrecommendations! Published in 2023 at "Micromachines"
DOI: 10.3390/mi14040893
Abstract: For the Siamese network-based trackers utilizing modern deep feature extraction networks without taking full advantage of the different levels of features, tracking drift is prone to occur in aerial scenarios, such as target occlusion, scale… read more here.
Keywords: hierarchical attention; siamese tracker; attention strategy; tracker ... See more keywords