Title :
DSP-based down-sampling process using lanczos filter bank
Author :
Kessentini, Amina ; Bahri, Nejmeddine ; Masmoudi, N. ; Samet, Ahmed ; Ben Ayed, M. Ali
Author_Institution :
Electron. & Inf. Technol. Lab. (LETI), Univ. of Sfax, Sfax, Tunisia
Abstract :
Re-sampling process is the technique used to create a new version of the image with different width and/or height in terms of pixels count. It may be either increasing the size of image so called upsampling or reducing its size so called down-sampling. In this paper we interest on down-sampling process. Hence, a DSP TMS320C6472 implementation of the down-sampling module is performed. The down-sampling method is based on poly-phase filter bank. A software design for this poly-phase filter interpolation on two levels is proposed in order to satisfy a significant time saving. Results show the efficiency of the down sampler filter especially for removing the aliasing artifacts. A good speed performance is performed for the two implementation design. For execution time results, we might attaint a gain of 33 % for multi-core design execution compared with the one core design.
Keywords :
channel bank filters; digital signal processing chips; image processing; multiprocessing systems; software engineering; DSP-based down-sampling process; Lanczos filter bank; TMS320C6472 DSP; aliasing artifacts; digital signal processor; image downsampling; image upsampling; image version; multicore design; pixel count; polyphase filter bank; resampling process; software design; Digital signal processing; Filter banks; IEEE transactions; Image resolution; Interpolation; Multicore processing; Random access memory; DSPTMS320C6472; Down-sampling; Re-sampling; poly-phase filter;
Conference_Titel :
Advanced Technologies for Signal and Image Processing (ATSIP), 2014 1st International Conference on
Conference_Location :
Sousse
DOI :
10.1109/ATSIP.2014.6834595