Title :
VLSI implementation of discrete Mellin transform for real time scale analysis of images
Author :
Mazumdar, Amartya ; Dhar, Anindya S.
Author_Institution :
Dept. of Electron. & Electr. Commun. Eng., Indian Inst. of Technol. Kharagpur, Kharagpur, India
Abstract :
The Mellin transform (MT) is a form of a signal representation similar to Fourier transform (FT) which has been widely used in signal processing owing to its distinct properties like scale invariance. In this work, a 2D form of MT which is termed as 2D discrete Mellin transform (DMT) is introduced. The paper also proposes an area efficient, power aware and multiplier less VLSI architecture for 2D DMT for real time applications and discusses 2D DMT implementation to identify scaled images and the amount of scaling involved. Previous implementations involve operations which are error prone and hard to realize on silicon. The proposed architecture overcome these limitations and has pipeline design to address the computational complexity. The critical path in the architecture is an adder and a multiplexer equivalent. The latency depends on the number and depth of CORDIC blocks and the image size. The validity of the algorithm is supported by Matlab simulations and FPGA synthesis results.
Keywords :
VLSI; adders; computational complexity; discrete transforms; image representation; multiplying circuits; 2D discrete Mellin transform; CORDIC blocks; FPGA synthesis; Matlab simulations; adder; computational complexity; image processing; multiplexer equivalent; multiplier less VLSI architecture; pipeline design; real time scale analysis; scale invariance; signal processing; signal representation; Computer architecture; Discrete Fourier transforms; Discrete transforms; Fourier transforms; Image analysis; OFDM modulation; Signal processing; Signal representations; Silicon; Very large scale integration;
Conference_Titel :
TENCON 2009 - 2009 IEEE Region 10 Conference
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-4546-2
Electronic_ISBN :
978-1-4244-4547-9
DOI :
10.1109/TENCON.2009.5396057