Title :
The generalized radial Hilbert transform and its applications to 2D edge detection (any direction or specified directions)
Author :
Pei, Soo-Chang ; Ding, Jian-Jiun
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
It is well-known that the Hilbert transform (HLT) is useful for generating analytic signals, and saving the bandwidth required, in communication. However, it is less known that the HLT is also a useful tool for edge detection. We introduce the generalized radiant Hilbert transform (GRHLT), and illustrate how to use it for edge detection. The GRHLT is the general form of the two-dimensional HLT. Together with some other techniques (such as section dividing and shorter impulse response modification), we can use the GRHLT to detect the edges of images exactly. The GRHLT used for edge detection has a higher capability for noise immunity than other edge detection algorithms. Besides, we can also use the GRHLT for directional edge detection, i.e., detecting edges with certain directions.
Keywords :
Hilbert transforms; edge detection; random noise; transient response; 2D edge detection; directional edge detection; generalized radial Hilbert transform; noise immunity; section dividing; shorter impulse response modification; Bandwidth; Content addressable storage; Discrete transforms; Frequency domain analysis; Image edge detection; Signal analysis; Signal generators; Transfer functions;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1199484