27 citations · 41 across the 3 of their papers we have counts for
4 papers
Perceptually Optimizing Deep Image Compression
Li-Heng Chen, Christos G. Bampis, Zhi Li +2
Mean squared error (MSE) and norms have largely dominated the measurement of loss in neural networks due to their simplicity and analytical properties. However, when used…
Adversarial Video Compression Guided by Soft Edge Detection
Sungsoo Kim, Jin Soo Park, Christos G. Bampis +4
We propose a video compression framework using conditional Generative Adversarial Networks (GANs). We rely on two encoders: one that deploys a standard video codec and another whic…
An Augmented Autoregressive Approach to HTTP Video Stream Quality Prediction
Christos G. Bampis, Alan C. Bovik
HTTP-based video streaming technologies allow for flexible rate selection strategies that account for time-varying network conditions. Such rate changes may adversely affect the us…
Learning to Predict Streaming Video QoE: Distortions, Rebuffering and Memory
Christos G. Bampis, Alan C. Bovik
Mobile streaming video data accounts for a large and increasing percentage of wireless network traffic. The available bandwidths of modern wireless networks are often unstable, lea…