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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

Author

Jian Xiao

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Aug 2026

HSMTrack: Heterogeneous-State Motion Tracking for Vision-Sensor Pipelines

Motion-only multiobject tracking (MOT) suffers from ID switches in uniform-appearance and deformation-heavy scenes. In these settings, appearance cues become less reliable, so stable identities depend mainly on motion information. Existing methods often process all bounding-box variables together, which can weaken cues...

Tianjing Cheng, Qingyuan Yu, Bo Jiang et al. · 0 citations

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