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The lifting scheme is a technique used in image compression to transform images into a more compact representation by decomposing them into different frequency components. It achieves this by breaking down the image into high-pass and low-pass subbands through a series of lifting steps, which involve predicting and updating pixel values. This method allows for efficient data reduction by enabling quantization and encoding of the transformed coefficients, leading to significant compression without substantial loss of image quality. Overall, the lifting scheme provides a flexible and computationally efficient approach to image compression.

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1mo ago

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