22 citations · 61 across the 30 of their papers we have counts for
3 papers · 1 filter
Deep Learning-Based Real-Time Quality Control of Standard Video Compression for Live Streaming
Matin Mortaheb, Mohammad A. Amir Khojastepour, Srimat T. Chakradhar +1
Ensuring high-quality video content for wireless users has become increasingly vital. Nevertheless, maintaining a consistent level of video quality faces challenges due to the fluc…
Deep Video Codec Control for Vision Models
Christoph Reich, Biplob Debnath, Deep Patel +3
Standardized lossy video coding is at the core of almost all real-world video processing pipelines. Rate control is used to enable standard codecs to adapt to different network ban…
AQuA: Analytical Quality Assessment for Optimizing Video Analytics Systems
Sibendu Paul, Utsav Drolia, Y. Charlie Hu +1
Millions of cameras at edge are being deployed to power a variety of different deep learning applications. However, the frames captured by these cameras are not always pristine - t…