#visual tracking
5 resultsBoundary Effect-Aware Visual Tracking for UAV with Online Enhanced Background Learning and Multi-Frame Consensus Verification
Changhong Fu, Ziyuan Huang, Yiming Li +2
The paper introduces a UAV visual tracker that mitigates boundary effects in correlation‑filter tracking by online enhanced background learning, spatial penalization, convolutional…
Tracking Holistic Object Representations
Axel Sauer, Elie Aljalbout, Sami Haddadin
The paper proposes a framework that augments existing siamese‑based visual trackers by dynamically storing a diverse set of object templates during tracking, improving robustness a…
Learning Compact Target-Oriented Feature Representations for Visual Tracking
Chenglong Li, Yan Huang, Liang Wang +2
The paper introduces a method that jointly learns compact, target‑oriented feature representations and a discriminative correlation filter using Laplacian coding, improving visual…
Model Decay in Long-Term Tracking
Efstratios Gavves, Ran Tao, Deepak K. Gupta +1
The paper studies how updating a visual tracker with incorrect bounding boxes introduces a bias called model decay, which accumulates over long videos and causes tracking drift, an…
Real Time Visual Tracking using Spatial-Aware Temporal Aggregation Network
Tao Hu, Lichao Huang, Xianming Liu +1
The paper introduces SATA, a real‑time visual tracker that combines correlation filters with a spatial‑aware temporal aggregation network, using deformable convolutions and a multi…