Although classical transforms such as the Fourier and Hadamard are discussed, this text stresses nonlinear transforms created in our generation. Contains a wide selection of transforms that provide features for pattern-recognition applications. Details the relationships and differences between transforms which are permutation-invariant for diverse groups of permutation. Includes numerous examples along with geometrical interpretation of computational efficiency.
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Examines the numerous nonlinear and efficiently computable translation-invariant transforms that exist and elucidates the relationships and differences between transforms which are permutation-invariant for different groups of permutation.
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