7 papers · 1 filter
DaDiff: Domain-aware Diffusion Model for Nighttime UAV Tracking
Haobo Zuo, Changhong Fu, Guangze Zheng +3
Domain adaptation is an inspiring solution to the misalignment issue of day/night image features for nighttime UAV tracking. However, the one-step adaptation paradigm is inadequate…
Intelligent Fish Detection System with Similarity-Aware Transformer
Shengchen Li, Haobo Zuo, Changhong Fu +2
Fish detection in water-land transfer has significantly contributed to the fishery. However, manual fish detection in crowd-collaboration performs inefficiently and expensively, in…
Prompt-Driven Temporal Domain Adaptation for Nighttime UAV Tracking
Changhong Fu, Yiheng Wang, Liangliang Yao +3
Nighttime UAV tracking under low-illuminated scenarios has achieved great progress by domain adaptation (DA). However, previous DA training-based works are deficient in narrowing t…
Conditional Generative Denoiser for Nighttime UAV Tracking
Yucheng Wang, Changhong Fu, Kunhan Lu +2
State-of-the-art (SOTA) visual object tracking methods have significantly enhanced the autonomy of unmanned aerial vehicles (UAVs). However, in low-light conditions, the presence o…
Progressive Representation Learning for Real-Time UAV Tracking
Changhong Fu, Xiang Lei, Haobo Zuo +3
Visual object tracking has significantly promoted autonomous applications for unmanned aerial vehicles (UAVs). However, learning robust object representations for UAV tracking is e…
Enhancing Nighttime UAV Tracking with Light Distribution Suppression
Liangliang Yao, Changhong Fu, Yiheng Wang +2
Visual object tracking has boosted extensive intelligent applications for unmanned aerial vehicles (UAVs). However, the state-of-the-art (SOTA) enhancers for nighttime UAV tracking…
NetTrack: Tracking Highly Dynamic Objects with a Net
Guangze Zheng, Shijie Lin, Haobo Zuo +2
The complex dynamicity of open-world objects presents non-negligible challenges for multi-object tracking (MOT), often manifested as severe deformations, fast motion, and occlusion…