Adaptive region encoding for efficient video object detection in edge computing

doi:10.1016/j.knosys.2026.115323

Adaptive region encoding for efficient video object detection in edge computing

2026-01-13

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DOI：10.1016/j.knosys.2026.115323

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• Proposed AROIE to optimize QP values, cutting video data while keeping accuracy. • Developed an A2C-based DRL algorithm for dynamic QP adjustment. • Experiments on multiple datasets show superior compression and accuracy.

Adaptive region encoding for efficient video object detection in edge computing

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