Title :
Reversible n-bit to n-bit integer Haar-like transforms
Author :
Senecal, Joshua ; Duchaineau, Mark ; Joy, Kenneth I.
Abstract :
Methods of producing reversible n-bit to n-bit integer transforms is presented in this paper. Such methods are particularly suited for hardware-based implementations, as keeping the coefficients to n bits simplifies the design of custom hardware and makes it easier to use these approaches on preexisting hardware with limited channel width. One of our methods, called table-lookup Haar (TLHaar) is an approximation of the Haar integer wavelet transform (Haar IWT). The Haar IWT takes two integer data values A and B and using averaging and differencing produces a low-pass value L and a high-pass value H, both integers. The lookup tables are created by initializing each with an identity transform. TLHaar executes up to 44% faster. Compression results are mixed, and depend on the compression method used and the image type.
Keywords :
Haar transforms; table lookup; wavelet transforms; Haar integer wavelet transform; high-pass value; identity transform; low-pass value; reversible n-bit-n-bit integer; table-lookup Haar; Computer science; Convergence; Equations; Hardware; Image coding; Image processing; Laboratories; Scientific computing; Table lookup; Wavelet transforms;
Conference_Titel :
Data Compression Conference, 2004. Proceedings. DCC 2004
Print_ISBN :
0-7695-2082-0
DOI :
10.1109/DCC.2004.1281540