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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Zi-Jing Zhao

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Open access 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
Open access Feb 2025

CRTrack: Low-Light Semi-Supervised Multi-Object Tracking Based on Consistency Regularization

Multi-object tracking (MOT) in low-light environments presents significant real-world application value. Despite substantial progress in MOT, low-light MOT remains constrained by the scarcity of specialized datasets, largely because collecting and manually annotating low-light tracking data is difficult and often prohi...

Zi-Jing Zhao, Jian-Long Yu, Lin Zhang et al. · 3 citations

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