Title :
Diagonal vectorisation of 2-D wavelet lifting
Author :
Barina, D. ; Zemcik, P.
Author_Institution :
Fac. of Inf. Technol., Brno Univ. of Technol., Brno, Czech Republic
Abstract :
With the start of the widespread use of discrete wavelet transform in image processing, the need for its efficient implementation is becoming increasingly more important. This work presents a novel SIMD vectorisation of 2-D discrete wavelet transform through a lifting scheme. For all of the tested platforms, this vectorisation is significantly faster than other known methods, as shown in the results of the experiments.
Keywords :
discrete wavelet transforms; image processing; vectors; 2D discrete wavelet transform; SIMD vectorisation; diagonal vectorisation; image processing; lifting scheme; Central Processing Unit; Convolution; Discrete wavelet transforms; Image processing; Transform coding; Discrete wavelet transforms; Image processing;
Conference_Titel :
Image Processing (ICIP), 2014 IEEE International Conference on
Conference_Location :
Paris
DOI :
10.1109/ICIP.2014.7025602