A Salt and Pepper Noise Removal and Restoration Refinement Algorithm

被引：0

作者：

Junez-Ferreira, Carlos A. ^{[1
]}

Velasco-Avalos, Fernando A. ^{[2
]}

Pastor-Gomez, Nelio ^{[2
]}

机构：

[1] Univ Michoacana, Fac Ingn Elect, Morelia 58040, Michoacan, Mexico

[2] Univ Michoacana, Fac Ingn Civil, Morelia 58040, Michoacan, Mexico

来源：

IMCIC 2010: INTERNATIONAL MULTI-CONFERENCE ON COMPLEXITY, INFORMATICS AND CYBERNETICS, VOL I (POST-CONFERENCE EDITION) | 2010年

关键词：

Image Denoising; Salt and Pepper Noise; Adaptive Median Filter; IMAGE;

D O I：

暂无

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Noise removal is an important task inside the image processing area. In this paper, an algorithm for reducing salt and pepper noise and improving the restoration quality through refinement is presented. This algorithm proposes a double screen. As a first step, the algorithm computes an estimation of the denoised image by using an adaptive median filter. Then, the Non-Local Means algorithm is used in order to have a better quality of reconstitution. Obtained results show that the implementation of this proposal gives considerable noise suppression, even with high noise densities, and it could prepare the image for other processes like image segmentation and object recognition.

引用

页码：209 / 214

页数：6

共 50 条

[31] Self-Adaptive Salt-Pepper Noise Removal Algorithm Based on Histogram Information
Guo, Hong-wei
Yu, Jiang
Li, Chao
PROCEEDINGS OF 2010 ASIA-PACIFIC YOUTH CONFERENCE ON COMMUNICATION, VOLS 1 AND 2, 2010, : 325 - +
[32] Algorithm design of fuzzy filter based on salt-and-pepper noise with high probability in image restoration
Wang, Gui-Jun
Yang, Yong-Qiang
Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2015, 43 (01): : 24 - 29
[33] Salt and Pepper Noise Detection and removal by Tolerance based Selective Arithmetic Mean Filtering Technique for image restoration
Kaisar, Shahriar
Rijwan, Md. Sakib
Al Mahmud, Jubayer
Rahman, Muhammad Mizanur
INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2008, 8 (06): : 271 - 278
[34] Unsymmetrical Trimmed Midpoint as Detector for Salt and Pepper Noise Removal
Vasanth, K.
Kumar, V. Jawahar Senthil
Elanangai, V.
ADVANCES IN COMPUTING AND INFORMATION TECHNOLOGY, VOL 2, 2013, 177 : 813 - +
[35] Removal of salt-and-pepper noise based on compressed sensing
Huang, S.
Zhu, J.
ELECTRONICS LETTERS, 2010, 46 (17) : 1198 - U48
[36] An Inaccurate Median Filter Architecture for Salt and Pepper Noise Removal
Siva, Midde Venkata
Jayakumar, E. P.
2022 IEEE 3RD INTERNATIONAL CONFERENCE ON VLSI SYSTEMS, ARCHITECTURE, TECHNOLOGY AND APPLICATIONS, VLSI SATA, 2022,
[37] Linear Surface Interpolation for Salt-and-Pepper Noise Removal
Pahlavani, Farzad
Nabaee, Mojtaba
2014 4TH INTERNATIONAL CONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE), 2014, : 636 - 641
[38] Salt-and-Pepper Noise Removal in Polarization Optics Imaging
Xu Guo-ming
Lu Lei-ji
Gong Lian-you
Xu Meng-en
AOPC 2017: OPTICAL SENSING AND IMAGING TECHNOLOGY AND APPLICATIONS, 2017, 10462
[39] Modified Adaptive Gaussian Filter for Removal of Salt and Pepper Noise
Li, Zuoyong
Tang, Kezong
Cheng, Yong
Chen, Xiaobo
Zhou, Chongbo
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2015, 9 (08): : 2928 - 2947
[40] Modified directional weighted filter for removal of salt & pepper noise
Li, Zuoyong
Liu, Guanghai
Xu, Yong
Cheng, Yong
PATTERN RECOGNITION LETTERS, 2014, 40 : 113 - 120

← 1 2 3 4 5 →