About this document

Fast Color Quantization with SOM by Andre Setiawan is a document available to read on EtoBox.

This document describes a new color quantization method called color importance-based self-organizing maps (SOM). Color quantization reduces the number of colors in an image while minimizing distortion. Existing SOM methods are effective but slow. The proposed method uses color importance to dynamically adjust the SOM learning rate and neighborhood radius, making it faster than conventional SOM while maintaining good results. An experiment compares the proposed method to 10 other methods, finding it provide

Author

Andre Setiawan

Language

EN