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

被引：14
|
作者：
Liu, JG [1 ]
Chan, FHY
Lam, FK
Li, HF
机构：
[1] Huazhong Univ Sci & Technol, Inst Pattern Recognit & Artificial Intelligence, Wuhan, Peoples R China
[2] Univ Hong Kong, Dept Elect & Elect Engn, Hong Kong, Hong Kong, Peoples R China
[3] Concordia Univ, Dept Comp Sci, Montreal, PQ H3G 1M8, Canada
来源：
PARALLEL COMPUTING | 2000年 / 26卷 / 06期
基金：
中国国家自然科学基金;
关键词：
moment; fast computation; systolic array; scalability;
D O I：
10.1016/S0167-8191(00)00005-3
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Fast computation of three-dimensional (3-D) moments is an important and pragmatic problem. In this paper, we propose a new algorithm together with suitable systolic structure for the fast computation of 3-D moments, extending our method for fast computation of 2-D moments. A scalable systolic structure, consisting of adders and latches, fully exploits parallelism of the network architecture and is very suitable for hardware implementation. Our new method, which also dispenses with the need for multiplication, is suitable for both binary images and gray level images. We also extend our method to efficient computation of k-dimensional (k-D) moments (k > 3). (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码：805 / 815
页数：11
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