Online Multi-Scale Classification and Global Feature Modulation for Robust Visual Tracking
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2023.3343949
Abstract: Recent advanced trackers, composed of discriminative classification and dedicated bounding box estimation, have achieved remarkable advancements in performance of visual object tracking. However, existing methods cannot satisfy the demands of tracking tasks in complex scenes,… read more here.
Keywords: classification; scale classification; multi scale; feature ... See more keywords
Hierarchical Semantic Risk Minimization for Large-Scale Classification.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2021.3059631
Abstract: Hierarchical structures of labels usually exist in large-scale classification tasks, where labels can be organized into a tree-shaped structure. The nodes near the root stand for coarser labels, while the nodes close to leaves mean… read more here.
Keywords: scale classification; semantic hierarchy; risk; large scale ... See more keywords