NOISE-REDUCTION FILTERS FOR DYNAMIC IMAGE SEQUENCES - A REVIEW

被引：166

作者：

BRAILEAN, JC

KLEIHORST, RP

EFSTRATIADIS, S

KATSAGGELOS, AK

LAGENDIJK, RL

机构：

[1] ARISTOTELIAN UNIV THESSALONIKI,DEPT ELECT ENGN,THESSALONIKI,GREECE

[2] NORTHWESTERN UNIV,MCCORMICK SCH ENGN & APPL SCI,DEPT ELECT ENGN & COMP SCI,EVANSTON,IL 60208

[3] DELFT UNIV TECHNOL,DEPT ELECT ENGN,INFORMAT THEORY GRP,2600 GA DELFT,NETHERLANDS

来源：

PROCEEDINGS OF THE IEEE | 1995年 / 83卷 / 09期

关键词：

D O I：

10.1109/5.406412

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In this paper, a thorough review is presented of noise reduction filters for digital image sequences. Detailed descriptions of several spatiotemporal and temporal noise reduction algorithms are provided To aid in comparing between these different algorithms, we classify them based on their support (i.e., 3-0 or 1-D filter) and whether or not motion compensation is employed. Several algorithms from each of the four categories are implemented and tested on real sequences degraded to various signal-to-noise ratios. These experimental results are discussed and analyzed to determine the overall advantages and disadvantages of the four general classifications, as well as, the individual filters.

引用

页码：1272 / 1292

页数：21

共 76 条

[1] ON THE COMPUTATION OF MOTION FROM SEQUENCES OF IMAGES - A REVIEW [J].