1 citations · 1 across the 4 of their papers we have counts for
4 papers
How2Compress: Scalable and Efficient Edge Video Analytics via Adaptive Granular Video Compression
Yuheng Wu, Thanh-Tung Nguyen, Lucas Liebe +4
With the rapid proliferation of the Internet of Things, video analytics has become a cornerstone application in wireless multimedia sensor networks. To support such applications un…
FCPO: Federated Continual Policy Optimization for Real-Time High-Throughput Edge Video Analytics
Lucas Liebe, Thanh-Tung Nguyen, Dongman Lee
The growing complexity of Edge Video Analytics (EVA) facilitates new kind of intelligent applications, but creates challenges in real-time inference serving systems. State-of-the-a…
OCTOPINF: Workload-Aware Inference Serving for Edge Video Analytics
Thanh-Tung Nguyen, Lucas Liebe, Nhat-Quang Tau +3
Edge Video Analytics (EVA) has gained significant attention as a major application of pervasive computing, enabling real-time visual processing. EVA pipelines, composed of deep neu…
MetaWeather: Few-Shot Weather-Degraded Image Restoration
Youngrae Kim, Younggeol Cho, Thanh-Tung Nguyen +2
Real-world weather conditions are intricate and often occur concurrently. However, most existing restoration approaches are limited in their applicability to specific weather condi…