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Paper Information

Journal:   JOURNAL OF COMPUTER AND ROBOTICS   SUMMER-FALL 2014 , Volume 7 , Number 2; Page(s) 21 To 28.
 
Paper: 

FAST CELLULAR AUTOMATA IMPLEMENTATION ON GRAPHIC PROCESSOR UNIT (GPU) FOR SALT AND PEPPER NOISE REMOVAL

 
 
Author(s):  JALALIAN AFSANEH*, KARASFI BABAK, SAMSUDIN KHAIRULMIZAM, IQBAL SARIPAN M., MASHOHOR SYAMSIAH
 
* DEPARTMENT OF COMPUTER AND COMMUNICATION SYSTEMS ENGINEERING, FACULTY OF ENGINEERING, UNIVERSITI PUTRA, MALAYSIA
 
Abstract: 

Noise removal operation is commonly applied as pre-processing step before subsequent image processing tasks due to the occurrence of noise during acquisition or transmission process. A common problem in imaging systems by using CMOS or CCD sensors is appearance of the salt and pepper noise. This paper presents Cellular Automata (CA) framework for noise removal of distorted image by the salt and pepper noise. In order to enhance the performance of the designed CA for noise removal, a parallel programming approach has been adopted and implemented on GPU. The results obtained show that the proposed CA models implemented on general purpose processor and GPU are able to suppress noise in high noise intensity up to 90 percents. The proposed CA implemented on GPU has successfully outperformed the method implemented on CPU by factor of 2 for gray scale image and factor of 10 for color images.

 
Keyword(s): CELLULAR AUTOMATA, GRAPHIC PROCESSING UNITS, SALT AND PEPPER NOISE
 
 
References: 
 
Citations: 
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APA: Copy

JALALIAN, A., & KARASFI, B., & SAMSUDIN, K., & IQBAL SARIPAN, M., & MASHOHOR, S. (2014). FAST CELLULAR AUTOMATA IMPLEMENTATION ON GRAPHIC PROCESSOR UNIT (GPU) FOR SALT AND PEPPER NOISE REMOVAL. JOURNAL OF COMPUTER AND ROBOTICS, 7(2), 21-28. https://www.sid.ir/en/journal/ViewPaper.aspx?id=409150



Vancouver: Copy

JALALIAN AFSANEH, KARASFI BABAK, SAMSUDIN KHAIRULMIZAM, IQBAL SARIPAN M., MASHOHOR SYAMSIAH. FAST CELLULAR AUTOMATA IMPLEMENTATION ON GRAPHIC PROCESSOR UNIT (GPU) FOR SALT AND PEPPER NOISE REMOVAL. JOURNAL OF COMPUTER AND ROBOTICS. 2014 [cited 2021November30];7(2):21-28. Available from: https://www.sid.ir/en/journal/ViewPaper.aspx?id=409150



IEEE: Copy

JALALIAN, A., KARASFI, B., SAMSUDIN, K., IQBAL SARIPAN, M., MASHOHOR, S., 2014. FAST CELLULAR AUTOMATA IMPLEMENTATION ON GRAPHIC PROCESSOR UNIT (GPU) FOR SALT AND PEPPER NOISE REMOVAL. JOURNAL OF COMPUTER AND ROBOTICS, [online] 7(2), pp.21-28. Available: https://www.sid.ir/en/journal/ViewPaper.aspx?id=409150.



 
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