Image Denoising Using Median Filter with Edge Detection Using Canny Operator
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Research Paper | Electronics & Communication Engineering | India | Volume 3 Issue 2, February 2014

Image Denoising Using Median Filter with Edge Detection Using Canny Operator

Angalaparameswari Rajasekaran, Senthilkumar. P

Image denoising is one of the fundamental problem in image processing.In this paper, a novel approach to suppress noise from the image is conducted by applying the median filter, which is order-statistics filter and simpler. The noise level have not been reduced by using median filter.Interquartile range (IQR) which is one of the statistical methods used to detect outlier effect from a dataset. The essential advantage of applying IQR filter is to preserve edge sharpness better of the original image.PSNR was calculated and compared with median filter. The purpose of edge detection is to significantly reduce the amount of data. This paper compares and analyzes several kinds of image edge detection, including prewitt, sobel and canny with matlab tool. The experimental results on standard test images demonstrate this filter is simpler and better performing than median filter.

Keywords: Noise removal, edge detection, image filter, canny operator, median filter, IQR filter

Edition: Volume 3 Issue 2, February 2014

Pages: 30 - 34

Share this Article

How to Cite this Article?

Angalaparameswari Rajasekaran, Senthilkumar. P, "Image Denoising Using Median Filter with Edge Detection Using Canny Operator", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=1021401, Volume 3 Issue 2, February 2014, 30 - 34

98 PDF Views | 68 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Noise removal'

Review Papers, Electronics & Communication Engineering, India, Volume 6 Issue 4, April 2017

Pages: 1537 - 1539

A Review on Efficient Implementation of Adaptive Filter for Noise Reduction in ECG Signal

Chaitali S. Ingle, K. M. Pimple

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 2, February 2014

Pages: 30 - 34

Image Denoising Using Median Filter with Edge Detection Using Canny Operator

Angalaparameswari Rajasekaran, Senthilkumar. P

Share this Article

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1142 - 1145

Extraction and Enhancement of Cancer Cell from MRI Colorectal Image

Shabbeer Ahamad, R K Karunavati

Share this Article

Survey Paper, Electronics & Communication Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1199 - 1203

Comparative Study of High Density Salt and Pepper Noise Removal (Spatial Domain Methods used in Image Processing)

Shrawan Kumar, Nitish Sati, Hemant Singh Karakoti

Share this Article

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1779 - 1783

FPGA Implementation of Noise Removal Images Using Modified Trimmed Median Filter

Tharani C, K.Kalpana, Dr. B. Paulchamy

Share this Article

Similar Articles with Keyword 'edge detection'

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 11, November 2016

Pages: 422 - 426

An Segmentation Under Connected Components Based on Watershed Algorithm Using FPGA Processor

R. Kiruthikaa, S. Salaiselvapathy

Share this Article

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2839 - 2842

An Efficient Diamond Mask Based Sobel Edge Detection Filter

Gurupal Singh Chawla, Nitin Jain

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 8, August 2014

Pages: 1753 - 1758

Efficient Pipelined FPGA Implementation of Steerable Gaussian Smoothing Filter

Shraddha Barbole, Dr. Sanjeevani Shah

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 4, April 2015

Pages: 1730 - 1732

RTL Design and FPGA Implementation of Canny Edge Detector with Real Time Threshold Adjustment Capability

Lakshmamma K M, Chandana B.R

Share this Article

Review Papers, Electronics & Communication Engineering, India, Volume 4 Issue 12, December 2015

Pages: 1242 - 1244

Review on Color Image Edge Detection using Quaternion Fourier transform

Jill A. Patel, Minkal B. Patel

Share this Article

Similar Articles with Keyword 'image filter'

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 8, August 2014

Pages: 1933 - 1935

Efficient design for VLSI Architecture using OFDM

Lalit Mishra, Chandrakant Mishra, Sweta Singh

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 2, February 2014

Pages: 30 - 34

Image Denoising Using Median Filter with Edge Detection Using Canny Operator

Angalaparameswari Rajasekaran, Senthilkumar. P

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 2 Issue 10, October 2013

Pages: 178 - 181

Removal of Impulse Noise Using Different Filters

Payas Rastogi

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 6, June 2016

Pages: 1979 - 1982

Edge Preserving Based on Weighted Guided Image Filtering

Dr. D. Vishnu Vardhan, Bandaru Bhavana, Dr. C. Nagaraju

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 2 Issue 5, May 2013

Pages: 112 - 114

IMPLEMENTATION OF FOUR MORPHOLOGICAL OPERATORS FOR IMAGE FILTERING ON FPGA

Raji Reddy Katta, Ratnama Chary Gampa

Share this Article

Similar Articles with Keyword 'median filter'

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 6, June 2016

Pages: 1827 - 1829

Enhancement of Speech Signal Corrupted by Impulsive Noise Using Rank Order Mean

Arun Kumar Singh, Prof. Neelam Srivastava, Er. Piyush Singh

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 9, September 2014

Pages: 1549 - 1552

3D Imaging using Graph Cuts

Swati Arora, Navpreet Singh

Share this Article

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 5 Issue 6, June 2016

Pages: 1407 - 1411

A Novel Visibility Restoration Technique for Hazy Videos Captured in Real - World Weather Conditions

Meenu Ravi, Devi Murali

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1588 - 1590

Analyzing the Retinal Blood Vessels Extraction and Bifurcation Points in Color Retina Fundus Image

Divya A Sajjan

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 6, June 2014

Pages: 2327 - 2330

Segmentation and Feature Extraction of Lung Region for the Early Detection of Lung Tumor

Jaspinder Kaur, Nidhi Garg, Daljeet Kaur

Share this Article
Top