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Edge Computing Enabled Real-Time Video Analysis via Adaptive Spatial-Temporal Semantic Filtering
March 1, 2024, 5:46 a.m. | Xiang Chen, Wenjie Zhu, Jiayuan Chen, Tong Zhang, Changyan Yi, Jun Cai
cs.CV updates on arXiv.org arxiv.org
Abstract: This paper proposes a novel edge computing enabled real-time video analysis system for intelligent visual devices. The proposed system consists of a tracking-assisted object detection module (TAODM) and a region of interesting module (ROIM). TAODM adaptively determines the offloading decision to process each video frame locally with a tracking algorithm or to offload it to the edge server inferred by an object detection model. ROIM determines each offloading frame's resolution and detection model configuration to …
abstract analysis arxiv computing cs.cv cs.mm cs.ni decision detection devices edge edge computing filtering intelligent novel paper process real-time semantic spatial temporal tracking type via video video analysis visual
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