36 citations · 64 across the 3 of their papers we have counts for
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cs.CV2019★ 26 cited
Scaling Video Analytics on Constrained Edge Nodes
Christopher Canel, Thomas Kim, Giulio Zhou +5
As video camera deployments continue to grow, the need to process large volumes of real-time data strains wide area network infrastructure. When per-camera bandwidth is limited, it…
cs.CV2018
EDF: Ensemble, Distill, and Fuse for Easy Video Labeling
Giulio Zhou, Subramanya Dulloor, David G. Andersen +1
We present a way to rapidly bootstrap object detection on unseen videos using minimal human annotations. We accomplish this by combining two complementary sources of knowledge (one…