In fractal image compression, quadtree image partitions are commonly used. The authors show that the error-based splitting criterion for nodes in the quadtree image partition can be replaced by a test based on block variances. This simplifies and speeds up the algorithm for fractal image compression without harming the rate-distortion performance of the encoder.
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Saupe et al. (1997) studied this question.
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