3 papers
A Study on the Effect of Color Spaces in Learned Image Compression
Srivatsa Prativadibhayankaram, Mahadev Prasad Panda, Jürgen Seiler +4
In this work, we present a comparison between color spaces namely YUV, LAB, RGB and their effect on learned image compression. For this we use the structure and color based learned…
SLIC: A Learned Image Codec Using Structure and Color
Srivatsa Prativadibhayankaram, Mahadev Prasad Panda, Thomas Richter +3
We propose the structure and color based learned image codec (SLIC) in which the task of compression is split into that of luminance and chrominance. The deep learning model is bui…
Color Learning for Image Compression
Srivatsa Prativadibhayankaram, Thomas Richter, Heiko Sparenberg +1
Deep learning based image compression has gained a lot of momentum in recent times. To enable a method that is suitable for image compression and subsequently extended to video com…