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12/08/2022
Elixir: A system to enhance data quality for multiple analytics on a video stream
IoT sensors, especially video cameras, are ubiquitously deployed around ...
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11/15/2022
APT: Adaptive Perceptual quality based camera Tuning using reinforcement learning
Cameras are increasingly being deployed in cities, enterprises and roads...
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08/23/2022
Why is the video analytics accuracy fluctuating, and what can we do about it?
It is a common practice to think of a video as a sequence of images (fra...
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07/08/2021
CamTuner: Reinforcement-Learning based System for Camera Parameter Tuning to enhance Analytics
Complex sensors like video cameras include tens of configurable paramete...
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01/24/2021
AQuA: Analytical Quality Assessment for Optimizing Video Analytics Systems
Millions of cameras at edge are being deployed to power a variety of dif...
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12/29/2019