In this paper, we discuss the design and real-time implementation of a multi-level two-dimensional Discrete Wavelet Transform (2D-DWT). The wavelet transform uses the wellknown 5/3 filter coefficients and is implemented using the lifting framework. However, the transform allows complexityscalable solutions with different latencies for scalable video coding. We have extensively utilized SIMD (Single Instruction Multiple Data) and DMA (Direct Memory Access) techniques, where the proposed process of background DMA transfers is so effective, that the ALUs are almost never starved for data input. The obtained execution performs a 4-level transform at CCIR-601 broadcast resolution in 3.65 Mcycles, including memory stalls, on a DM642 DSP. At a clock rate of 600 MHz this translates to more than 160 transforms per second, satisfying the performance requirements for a real-time image/video encoding system for e.g. surveillance applications. © 2009 IEEE.
|Title of host publication||DSP 2009:16th International Conference on Digital Signal Processing, 5 July 2009 through 7 July 2009, Santorini|
|Publication status||Published - 2009|
Loomans, M. J. H., Koeleman, C. J., & With, de, P. H. N. (2009). Real-time multi-level wavelet lifting scheme on a fixed-point dsp for JPEG 2000 and scalable video coding. In DSP 2009:16th International Conference on Digital Signal Processing, 5 July 2009 through 7 July 2009, Santorini (pp. 1-6)