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Low-complexity Rounded KLT Approximation for Image Compression
Because its computation depends on the matrix of covariances of the input signal, the use of the KLT in real-time applications is severely constrained by the difficulty in developing fast algorithms to implement it.
Data-independent Low-complexity KLT Approximations for Image and Video Coding
The Karhunen-Lo\`eve transform (KLT) is often used for data decorrelation and dimensionality reduction.
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