Adaptive image processing using rank-order filters with spatial connectivity of elements

被引：1

作者：

Kober, V ^{[1
]}

Mozerov, M ^{[1
]}

Alvarez-Borrego, J ^{[1
]}

机构：

[1] CICESE, Dept Opt, Div Appl Phys, Ensenada 22860, Baja California, Mexico

来源：

APPLICATIONS OF DIGITAL IMAGE PROCESSING XXIII | 2000年 / 4115卷

关键词：

rank-order filters; median filter; nonlinear adaptive filtering; noise smoothing;

D O I：

10.1117/12.411577

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

A new approach to design rank-order filters based on an explicit use of spatial relations between image elements is proposed. Many rank-order processing techniques may be implemented by applying the approach, such as noise suppression, local contrast enhancement, and local detail extraction. The performance of the proposed rank-order filters for suppression a strong impulsive noise in a test interferogram-like image is compared to conventional rank-order algorithms. The comparisons are made using a mean square error, a mean absolute error, and a subjective human visual error criteria.

引用

页码：570 / 581

页数：12

共 50 条

[21] COMPLETE CLASSIFICATION OF ROOTS TO ONE-DIMENSIONAL MEDIAN AND RANK-ORDER FILTERS
EBERLY, D
LONGBOTHAM, H
ARAGON, J
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1991, 39 (01) : 197 - 200
[22] Color image processing using adaptive multichannel filters
Plataniotis, KN
Androutsos, D
Vinayagamoorthy, S
Venetsanopoulos, AN
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1997, 6 (07) : 933 - 949
[23] Blind Image Quality Assessment Based on Rank-Order Regularized Regression
Wu, Qingbo
Li, Hongliang
Wang, Zhou
Meng, Fanman
Luo, Bing
Li, Wei
Ngan, King N.
IEEE TRANSACTIONS ON MULTIMEDIA, 2017, 19 (11) : 2490 - 2504
[24] Adaptive order statistics rational hybrid filters for multichannel image processing
Khriji, L
Gabbouj, M
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2001, E84A (02) : 422 - 431
[25] RANK FILTERS IN DIGITAL IMAGE-PROCESSING
HEYGSTER, G
COMPUTER GRAPHICS AND IMAGE PROCESSING, 1982, 19 (02): : 148 - 164
[26] Output stage based high-resolution min/max and rank-order, filters
Pedroni, VA
Pedroni, BU
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2005, 52 (01) : 28 - 32
[27] Sparse distributed memory using rank-order neural codes
Furber, Stephen B.
Brown, Gavin
Bose, Joy
Cumpstey, John Michael
Marshall, Peter
Shapiro, Jonathan L.
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2007, 18 (03): : 648 - 659
[28] On VLSI design of rank-order filtering using DCRAM architecture
Lin, Meng-Chun
Dung, Lan-Rong
INTEGRATION-THE VLSI JOURNAL, 2008, 41 (02) : 193 - 209
[29] Speech enhancement using robust estimators and rank-order statistics
Sandoval, Yuma
Diaz-Ramirez, Victor H.
Kober, Vitaly
COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2016, 35 (03) : 1034 - 1045
[30] A new distance measure for vectorial rank-order filters based on space filling curves
Plataniotis, K
Regazzoni, C
Teschioni, A
Venetsanopoulos, AN
INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS - VOL I, 1996, : 411 - 414

← 1 2 3 4 5 →