A new approach to fast calculation of moments of 3-D gray level images

Citation
Jg. Liu et al., A new approach to fast calculation of moments of 3-D gray level images, PARALLEL C, 26(6), 2000, pp. 805-815
Citations number
13
Categorie Soggetti
Computer Science & Engineering
Journal title
PARALLEL COMPUTING
ISSN journal
01678191 → ACNP
Volume
26
Issue
6
Year of publication
2000
Pages
805 - 815
Database
ISI
SICI code
0167-8191(200005)26:6<805:ANATFC>2.0.ZU;2-3
Abstract
Fast computation of three-dimensional (3-D) moments is an important and pra gmatic problem. In this paper, we propose a new algorithm together with sui table systolic structure for the fast computation of 3-D moments, extending our method for fast computation of 2-D moments. A scalable systolic struct ure, consisting of adders and latches, fully exploits parallelism of the ne twork architecture and is very suitable for hardware implementation. Our ne w method, which also dispenses with the need for multiplication, is suitabl e for both binary images and gray level images. We also extend our method t o efficient computation of k-dimensional (k-D) moments (k > 3). (C) 2000 El sevier Science B.V. All rights reserved.