We review a class of methods that can be collected under the name nonlinear transform coding (NTC), which over past few years have become competitive with best linear codecs for images, and superseded them in terms rate-distortion performance established perceptual quality metrics such as MS-SSIM. assess empirical NTC help simple example sources, optimal vector quantizer is easier to estimate t...