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Author

Shun-Li Zhang

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2026

Quality-Aware Motion Compensation and Adaptive Filtering for UAV Multi-Object Tracking

Uncrewed aerial vehicle videos provide a flexible platform for observing dynamic scenes from aerial viewpoints, making multi-object tracking increasingly important in various applications. However, platform ego-motion and rapid viewpoint changes can destabilize inter-frame global motion estimation and increase geometri...

Zi-Jing Zhao, Shun-Li Zhang · 0 citations
Conference Aug 2026

SRDet: self-regularized object detection framework for UAV perspective

The results validate the effectiveness of the method in addressing the specific challenges of UAV-based object detection, offering a balanced solution for accuracy and efficiency in resource-constrained scenarios.

Chenguang Zhang, Yangming Guo, Jian-Long Yu et al. · 0 citations
Aug 2026

Intrinsic logit-based debiasing for class-imbalanced semi-supervised learning.

Intrinsic Logit-Based Debiasing (ILBD), a robust post-hoc framework that estimates bias directly from task-relevant data without external dependencies and class priors, and effectively rectifies the classifier's bias directly from the inherent statistical patterns of the training data.

Qianying Tang, Yue Cheng, Xiao-Yu Guo et al. · 0 citations

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