Research Paper | Electronics & Communication Engineering | India | Volume 9 Issue 1, January 2020
A Multi Diversified GUI for Analysis of Image Denoising using Various Parameters
Deepti Rai, Kusha Shrivastava
Digital Image Processing is a promising area of research in the fields of electronics and communication engineering, consumer and entertainment electronics, control and instrumentation, biomedical instrumentation, remote sensing, robotics and computer vision and computer aided manufacturing (CAM). For a meaningful and useful processing such as image segmentation and object recognition, and to have very good visual display in applications like television, photo-phone, etc., the acquired image signal must be deblurred and made noise free. The deblurring and noise suppression (filtering) come under a common class of image processing tasks known as image restoration. This research work addresses several issues with image denoising taking into consideration several known parameters. For this purpose a GUI has been developed in Matlab which produced several research parameters.
Keywords: Haar wavelet, Median filter, Salt and Pepper noise, Gaussian noise, PSNR and RMSE
Edition: Volume 9 Issue 1, January 2020
Pages: 353 - 357
How to Cite this Article?
Deepti Rai, Kusha Shrivastava, "A Multi Diversified GUI for Analysis of Image Denoising using Various Parameters", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20203888, Volume 9 Issue 1, January 2020, 353 - 357
49 PDF Views | 43 PDF Downloads
Similar Articles with Keyword 'Haar wavelet'
Image Decomposition & Compression using Discrete Wavelet Transform and Sub band Coding
Rimzim Dasondi, Pratibha Nagaich
An Effective Method of Secret-Fragment- Visible Mosaic Video Generation Using HAAR Wavelet Transformation
Swapnil Patil, A. A. Deshmukh
Medical Image Compression by Using Discrete Haar Wavelet Transform
Face Recognition in a Group Photograph using Haar Wavelet Coefficients and ED vector
Simranpreet Kaur, Harshit Kaur
Image Mapping and Object Removal Using Haar Wavelet Transform in Image Inpainting
B. H. Deokate, Priya M. Jadhav
Similar Articles with Keyword 'Median filter'
Enhancement of Speech Signal Corrupted by Impulsive Noise Using Rank Order Mean
Arun Kumar Singh, Prof. Neelam Srivastava, Er. Piyush Singh
Analyzing the Retinal Blood Vessels Extraction and Bifurcation Points in Color Retina Fundus Image
Divya A Sajjan
A Novel Visibility Restoration Technique for Hazy Videos Captured in Real - World Weather Conditions
Meenu Ravi, Devi Murali
FPGA Implementation of Noise Removal Images Using Modified Trimmed Median Filter
Tharani C, K.Kalpana, Dr. B. Paulchamy
Segmentation and Feature Extraction of Lung Region for the Early Detection of Lung Tumor
Jaspinder Kaur, Nidhi Garg, Daljeet Kaur
Similar Articles with Keyword 'Gaussian noise'
Partial Swarm Optimization for Minimizing Occlusion Problem during Multi-Face Recognition
M. A. Archana, Dinesh Kumar.T, Dr. C. Parthasarathy
BER Performance for M-ARY Digital Communication
Robust Image Denoising using Total Variation and Unsharp Masking
Chandrika Saxena, Deepak Kourav
Study and Comparison of Various Filters and Their Effect on Ultrasound Image Segmentation
Arpita M Kadganchi, Geeta Hanji
Performance Evaluation of Wi-Fi Network
Safaa Elnour Ibrahim, Dr. Khalid Hamid Bilal