Transform picture coding

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End-to-end Optimized Image Compression (2016, methodology): “…existing image compression methods operate by linearly transforming the data vector into a suitable continuous-valued representation, quantizing its elements independently, and then encoding the resulting discrete representation using a lossless entropy code (Wintz, 1972; Netravali and Limb, 1980).”
Introduction to Data Compression (2005, methodology): “This problem can be avoided by using a different approach to bit allocation known as threshold coding [190, 93, 191].”