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"SmartFilter: An Edge System for Real-Time Application-Guided Video Fra" by Jude Tchaye-Kondi, Yanlong Zhai et al.

Given the limited bandwidth available in distributed camera systems, it is nearly impossible for cameras to transmit their entire feed to the server in real-time. Furthermore, as the number of camera units increases, the processing overheads on the server also increase, resulting in excessive latencies. This paper introduces SmartFilter, a new Edge-to-Cloud filtering solution for video analytics. SmartFilter exploits the feedbacks from the running server-side application to filter directly on the camera, frames that are likely to produce the same application result as the previously offloaded ones. Because of its unique filtering mechanism, SmartFilter improves the system’s throughput, latency, network usage and reduces the server’s processing overhead while maintaining overall accuracy. SmartFilter is typically a fast and lightweight binary classifier that examines changes within frames to decide when these changes are significant enough to alter the application output. Experiment ....

Continuous Vision , Deep Learning , Edge Computing , Real Time System , Real Time Systems , Smart Cameras , Treaming Media , Task Analysis ,

İstiklalimizin ve istikbalimizin düşmanlarıyla savaşa savaşa millî iradenin üstünlüğünü kabul ettirdik!

İstiklalimizin ve istikbalimizin düşmanlarıyla savaşa savaşa millî iradenin üstünlüğünü kabul ettirdik!
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Son dakika! Cumhurbaşkanı Erdoğan: Merkez Bankası rezervimiz şu an için 109 milyar dolar seviyesinde

Son dakika! Cumhurbaşkanı Erdoğan: Merkez Bankası rezervimiz şu an için 109 milyar dolar seviyesinde
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Başkan Erdoğan'dan son dakika açıklamaları: Savaşa savaşa kabul ettirdik!

Başkan Erdoğan'dan son dakika açıklamaları: Savaşa savaşa kabul ettirdik!
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Habervitrini.com | Erdoğan Milli gelirimizi trilyon doların üzerine çıkaracağız

Habervitrini.com | Erdoğan Milli gelirimizi trilyon doların üzerine çıkaracağız
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