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1995 International Conference on Image Processing (ICIP'95) - Volume 2
Parallel algorithms for 3D multi-level median filtering with motion compensation
Washington D.C.
October 23-October 26
ISBN: 0-8186-7310-9
ASCII Text
x 
 
P. Liu, M.N. Chong, W.B. Goh, "Parallel algorithms for 3D multi-level median filtering with motion compensation," Image Processing, International Conference on, vol. 2, pp. 2089, 1995 International Conference on Image Processing (ICIP'95) - Volume 2, 1995.
 
 
BibTex
x
 
@article{ 10.1109/ICIP.1995.537421,
author = {P. Liu and M.N. Chong and W.B. Goh},
title = {Parallel algorithms for 3D multi-level median filtering with motion compensation},
journal ={Image Processing, International Conference on},
volume = {2},
year = {1995},
isbn = {0-8186-7310-9},
pages = {2089},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICIP.1995.537421},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Image Processing, International Conference on
TI - Parallel algorithms for 3D multi-level median filtering with motion compensation
SN - 0-8186-7310-9
SP
EP
A1 - P. Liu,
A1 - M.N. Chong,
A1 - W.B. Goh,
PY - 1995
KW - image sequences; motion compensation; parallel algorithms; median filters; video signal processing; filtering theory; parallel algorithms; 3D multi-level median filtering; motion compensation; parallel processing techniques; video sequences; dynamic load balancing; spatial-temporal characteristics; IBM SP2 computing surface; sender-initiated-load-balancing; receiver-initiated-load-balancing; SILB algorithm; RILB algorithm
VL - 2
JA - Image Processing, International Conference on
ER -
 
P. Liu, Sch. of Appl. Sci., Nanyang Technol. Univ., Singapore
M.N. Chong, Sch. of Appl. Sci., Nanyang Technol. Univ., Singapore
W.B. Goh, Sch. of Appl. Sci., Nanyang Technol. Univ., Singapore
This paper aims to develop effective parallel processing techniques for 3-dimensional (3D) multi-level median filtering (3DMMF) with motion compensation on video sequences. Due to the nature of unbalanced load of the filtering algorithm and the objective for the parallel approach, two methods of dynamic load balancing have been proposed and compared. They are sender-initiated-load-balancing (SILB) and receiver-initiated-load-balancing (RILB) algorithms. We propose a SILB algorithm which utilises the spatial-temporal characteristics of the processed sequences for load prediction to achieve dynamic load balancing. Both theoretical analysis and experimental results on the IBM SP2 computing surface have been presented in this paper.
Index Terms:
image sequences; motion compensation; parallel algorithms; median filters; video signal processing; filtering theory; parallel algorithms; 3D multi-level median filtering; motion compensation; parallel processing techniques; video sequences; dynamic load balancing; spatial-temporal characteristics; IBM SP2 computing surface; sender-initiated-load-balancing; receiver-initiated-load-balancing; SILB algorithm; RILB algorithm
Citation:
P. Liu, M.N. Chong, W.B. Goh, "Parallel algorithms for 3D multi-level median filtering with motion compensation," icip, vol. 2, pp.2089, 1995 International Conference on Image Processing (ICIP'95) - Volume 2, 1995
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