Microarray image de-noising using stationary wavelet transform

被引：0

作者：

Wang, XH ^{[1
]}

Istepanian, RSH ^{[1
]}

Song, YH ^{[1
]}

机构：

[1] Brunel Univ, E Med Syst & Bioinformat Engn Grp, Uxbridge UB8 3PH, Middx, England

来源：

ITAB 2003: 4TH INTERNATIONAL IEEE EMBS SPECIAL TOPIC CONFERENCE ON INFORMATION TECHNOLOGY APPLICATIONS IN BIOMEDICINE, CONFERENCE PROCEEDINGS: NEW SOLUTIONS FOR NEW CHALLENGES | 2003年

关键词：

stationary wavelet transform; microarray; denoising;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents a stationary wavelet transform (SWT) method to de-noise the microarray images. It's well known that SWT is time invariant. Hence it makes particularly important in statistical signal processing applications, such as signal detection and de-noising. The testing result on sample microarray image has shown a clear and a better resolution image is obtained using this method.

引用

页码：15 / 18

页数：4

共 50 条

[41] A Novel Adaptive Underwater Image Biorthogonal Basic Wavelet Transform De-noising Approach
Sheng, Mingwei
Pang, Yongjie
Huang, Hai
Zhang, Tiedong
[J]. INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY II, PTS 1-4, 2013, 411-414 : 1335 - 1340
[42] Image de-noising using Fuzzy and Wiener filter in Wavelet domain
Kethwas, Akash
Jharia, Bhavana
[J]. 2015 IEEE INTERNATIONAL CONFERENCE ON ELECTRICAL, COMPUTER AND COMMUNICATION TECHNOLOGIES, 2015,
[43] Image de-noising in the wavelet domain using prior spatial constraints
Pizurica, A
Philips, W
Lemahieu, I
Acheroy, M
[J]. SEVENTH INTERNATIONAL CONFERENCE ON IMAGE PROCESSING AND ITS APPLICATIONS, 1999, (465): : 216 - 219
[44] De-Noising Ultrasound Images of Colon Tumors Using Daubechies Wavelet Transform
Moraru, Luminita
Moldovanu, Simona
Nicolae, Mariana Carmen
[J]. PHYSICS CONFERENCE (TIM-10), 2011, 1387
[45] De-noising of Partial Discharge Signals using Second Generation Wavelet Transform
Pradhan, Alok Kumar
Karmakar, Subrata
[J]. 2012 THIRD INTERNATIONAL CONFERENCE ON COMPUTING COMMUNICATION & NETWORKING TECHNOLOGIES (ICCCNT), 2012,
[46] Image De-noising Algorithms Based on PDE and Wavelet
Chen, Lixia
[J]. PROCEEDINGS OF THE 2008 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN, VOL 1, 2008, : 549 - 552
[47] Image de-noising based on multi-wavelet
Wang Xiubi
[J]. 2009 INTERNATIONAL FORUM ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 3, PROCEEDINGS, 2009, : 523 - 525
[48] Study of image wavelet de-noising and compression scheme
Ma, DW
Chen, ZR
Zhang, HM
Yang, SZ
[J]. WAVELET ANALYSIS AND ITS APPLICATIONS (WAA), VOLS 1 AND 2, 2003, : 533 - 538
[49] Application of wavelet transform de-noising in pole identification of a system
CHEN Shi-Guo1
Guizhou Normal University
[J]. Nuclear Science and Techniques, 2004, (05) : 294 - 298
[50] De-Noising of Life Feature Signals Based on Wavelet Transform
Liu, Yi
Ouyang, Jianfei
Yan, Yonggang
[J]. INDUSTRIAL ENGINEERING, MACHINE DESIGN AND AUTOMATION (IEMDA 2014) & COMPUTER SCIENCE AND APPLICATION (CCSA 2014), 2015, : 284 - 291

← 1 2 3 4 5 →