The week's pick
Random Articles
Reseach Article
ZA Special Filter to Eliminate Salt and Pepper Noise from Gray and Color Images
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 175 - Number 11 |
| Year of Publication: 2020 |
| Authors: Saleh A. Khawatreh, Jihad Nader, Mohammad S. Khrisat, Yousif Eltous, Ziad Alqadi |
10.5120/ijca2020920601
|
Saleh A. Khawatreh, Jihad Nader, Mohammad S. Khrisat, Yousif Eltous, Ziad Alqadi . ZA Special Filter to Eliminate Salt and Pepper Noise from Gray and Color Images. International Journal of Computer Applications. 175, 11 ( Aug 2020), 36-42. DOI=10.5120/ijca2020920601
Abstract
Color images are the most important and most common digital data circulating between people and institutions due to their use in various computer applications, which requires removing noise from them to become clear and comfortable to the eye and to facilitate the process of processing them. In this paper research we will introduce a special ZA filter, which can efficiently used to eliminate salt and pepper noise from both gray and color images. The proposed filter will be tested using various images with various noise ratios; the PSNR and MSE values between the clean and de-noised will be calculated. The obtained experimental results will be compared median and average filters results in order to raise some judgments.
References
- Majed O Al-Dwairi, Ziad A Alqadi, Amjad A Abujazar, Rushdi Abu Zneit, Optimized true-color image processing, World Applied Sciences Journal, vol. 8, issue 10, pp. 1175-1182, 2010.
- Jamil Al Azzeh, Hussein Alhatamleh, Ziad A Alqadi, Mohammad Khalil Abuzalata, Creating a Color Map to be used to Convert a Gray Image to Color Image, International Journal of Computer Applications, vol. 153, issue 2, pp. 31-34, 2016.
- Akram A. Moustafa and 2Ziad A. Alqadi, Color Image Reconstruction Using A New R'G'I Model, Journal of Computer Science 5 (4): 250-254, 2009.
- Waheeb Abu Ulbeh, Akram Moustafa, Ziad A Alqadi, Gray image reconstruction, European Journal of Scientific Research, vol. 27, issue 2, pp.167-173, 2009.
- Ziad Alqadi, A Novel Methodology for Repairing a Torn Image, International Journal on Communications Antenna and Propagation, vol. 4, issue 1, pp. 366-372, 2011.
- Amjad Y Hindi, Majed O Dwairi, Ziad A AlQadi, Creating Human Speech Identifier using WPT, International Journal of Computer Science and Mobile Computing, vol. 9, issue 2, pp. 117-123, 2020.
- J Al-Azzeh M Abuzalata, Ziad Alqadi, Modified Inverse LSB Method for Highly Secure Message Hiding, International Journal of Computer Science and Mobile Computing, vol. 8, issue 2, pp. 93-103, 2019.
- Prof. Mohammed Abu Zalata Dr. Ghazi. M. Qaryouti, Dr.Saleh Khawatreh, Prof. Ziad A.A. Alqadi, Optimal Color Image Recognition System (OCIRS), International Journal of Advanced Computer Science and Technology, vol. 7, issue 1, pp. 91-99, 2017.
- Aws AlQaisi, Mokhled AlTarawneh, Ziad A. Alqadi, Ahmad A. Sharadqah, Analysis of Color Image Features Extraction using Texture Methods, TELKOMNIKA, Vol.17, No.3, pp. 1220-1225, 2019.
- Prof. Ziad Alqadi Dr. Mohammad S. Khrisat, Prof. Yousif Eltous, Dr. Saleh A. Khawatreh, Dr. Majed Omar Dwairi, Building Face Recognition System (FRS), International Journal of Computer Science and Mobile Computing, vol. 9, issue 6, pp. 15-24, 2020.
- Dr. Amjad Hindi, Dr. Majed Omar Dwairi, Prof. Ziad Alqadi, Analysis of Procedures used to build an Optimal Fingerprint Recognition System, International Journal of Computer Science and Mobile Computing, vol. 9, issue 2, pp. 21 – 37, 2020.
- Ziad A. AlQadi Amjad Y. Hindi, Majed O. Dwairi, Analysis of Fingerprint Minutiae to form Fingerprint Identifier, IJCSMC, vol. 9, issue 2, pp. 38-48, 2020.
- Ziad Abdel AlQadi, Yousf Eltous, Mohammad Abuzalata, Ghazi M Qaryouti, Detecting and counting minutiae in human fingerprint, Open Science journal, vol. 5, issue 1, pp. 1-5, 2020.
- Musbah J. Aqel, Ziad A. Alqadi, Ibraheim M. El Emary, Analysis of Stream Cipher Security Algorithm, Journal of Information and Computing Science Vol. 2, No. 4, 2007, pp. 288-298.
- Belal Zahran Rashad J Rasras, Ziad Alqadi, Mutaz Rasmi Abu Sara, Developing new multilevel security algorithm for data encryption-decryption (MLS_ED), International Journal of Advanced Trends in Computer Science and Engineering, vol. 8, issue 6, pp. 3228-3235. 2019.
- Ziad Alqadi, Bilal Zahran, Jihad Nader, Estimation and Tuning of FIR Lowpass Digital Filter Parameters, International Journal of Advanced Research in Computer Science and Software Engineering, vol. 7, issue 2, pp. 18-23, 2017.
- Haitham Alasha'ary, Abdullah Al-Hasanat, Khaled Matrouk, Ziad Al-Qadi, Hasan Al-Shalabi, A Novel Digital Filter for Enhancing Dark Gray Images, European Journal of Scientific Research, vol. 122, issue 2, pp. 99-106, 2014.
- Jamil Azzeh, Bilal Zahran, Ziad Alqadi, Salt and Pepper Noise: Effects and Removal, JOIV: International Journal on Informatics Visualization, vol. 2, issue 4, pp. 252-256, 2018.
- Jamil Al-azzeh Ahmad Sharadqh, Belal Ayyoub, Ziad Alqadi, Experimental investigation of method used to remove salt and pepper noise from digital color image, International Journal of Research in Advanced Engineering and Technology, vol. 5, issue 1, pp. 23-31, 2019.
- Akram A Moustafa, Ziad A Alqadi, A Practical Approach of Selecting the Edge Detector Parameters to Achieve a Good Edge Map of the Gray Image, Journal of Computer Science 5 (5): 355-362, 2009.
Index Terms
Keywords