Title :
Improved integer transforms using multi-dimensional lifting [audio coding examples]
Author :
Geiger, Ralf ; Yokotani, Yoshikazu ; Schuller, Gerald ; Herre, Jürgen
Author_Institution :
Fraunhofer HS AEMT, Ilmenau, Germany
Abstract :
Recently lifting-based integer transforms have received much attention, especially in the area of lossless audio and image coding. The usual approach is to apply the lifting scheme to each Givens rotation. Especially in the case of long transform sizes in audio coding applications, this leads to a considerable approximation error in the frequency domain. This paper presents a multidimensional lifting approach for reducing this approximation error. In this approach, large parts of the transform are calculated without rounding operations, only the output is rounded and added. The new approach is applied and evaluated for both the integer modified discrete cosine transform (IntMDCT) and the integer fast Fourier transform (IntFFT).
Keywords :
audio coding; discrete Fourier transforms; discrete cosine transforms; multidimensional signal processing; roundoff errors; Givens rotation; IntFFT; IntMDCT; frequency domain approximation error; image coding; integer fast Fourier transform; integer modified discrete cosine transform; lifting-based integer transforms; lossless audio coding; multidimensional lifting; rounding operations; Approximation error; Audio coding; Computational complexity; Discrete cosine transforms; Discrete transforms; Fast Fourier transforms; Frequency domain analysis; Image coding; Matrix decomposition; Roundoff errors;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326430