60 citations · 134 across the 13 of their papers we have counts for
3 papers · 1 filter
Saliency Driven Perceptual Image Compression
Yash Patel, Srikar Appalaraju, R. Manmatha
This paper proposes a new end-to-end trainable model for lossy image compression, which includes several novel components. The method incorporates 1) an adequate perceptual similar…
Human Perceptual Evaluations for Image Compression
Yash Patel, Srikar Appalaraju, R. Manmatha
Recently, there has been much interest in deep learning techniques to do image compression and there have been claims that several of these produce better results than engineered c…
Deep Perceptual Compression
Yash Patel, Srikar Appalaraju, R. Manmatha
Several deep learned lossy compression techniques have been proposed in the recent literature. Most of these are optimized by using either MS-SSIM (multi-scale structural similarit…