1.4k citations · 1.9k across the 13 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
eess.IV2020
Channel-wise Autoregressive Entropy Models for Learned Image Compression
David Minnen, Saurabh Singh
In learning-based approaches to image compression, codecs are developed by optimizing a computational model to minimize a rate-distortion objective. Currently, the most effective l…
cs.IT2020
Nonlinear Transform Coding
Johannes Ballé, Philip A. Chou, David Minnen +5
We review a class of methods that can be collected under the name nonlinear transform coding (NTC), which over the past few years have become competitive with the best linear trans…