Abstract of A Comparative Investigation of Different Image Enh
International Journal of Science and Research (IJSR)

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

ISSN: 2319-7064

Downloads: 105

Comparative Studies | Electronics & Communication Engineering | India | Volume 6 Issue 5, May 2017

A Comparative Investigation of Different Image Enhancement Techniques Using Histogram Equalization

Rajat Butola

To Improve contrast and preserving brightness is the most important task when enhancing the quality of a digital image by using histogram equalization technique. A number of brightness preserving techniques are developed and applied in digital images. Each technique has its own degree of excellence. Only one technique cannot be used in all types of digital image. Image can be clicked in different environment and conditions. So, on the basis of the quality of image, a specific technique is selected. But how to select the right technique to enhance the quality of image is the important question. To solve the problem, in this paper the most useful and popular techniques are compared on the basis of certain parameters so that the most suitable technique can be sorted out for the image of interest. Therefore, four such techniques based on Histogram Equalization viz CHE (Conventional Histogram Equalization), BBHE (Brightness Preserving Bi-Histogram Equalization), DSIHE (Dual Sub-Image Histogram Equalization) and MMBEBHE (Minimum Mean Brightness Error Bi-HE), are compared. For quantitative comparison four mathematical quantities i. e. PSNR, MSE, Entropy and AMBE are measured.

Keywords: Histogram Equalization, Thresholding Technique, Brightness, PSNR, MSE, Entropy, AMBE

Edition: Volume 6 Issue 5, May 2017

Pages: 1725 - 1728

Share this Article

How to Cite this Article?

Rajat Butola, "A Comparative Investigation of Different Image Enhancement Techniques Using Histogram Equalization", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20173674, Volume 6 Issue 5, May 2017, 1725 - 1728

Enter Your Email Address


Similar Articles with Keyword 'Histogram Equalization'

Downloads: 111

Survey Paper, Electronics & Communication Engineering, India, Volume 5 Issue 3, March 2016

Pages: 1346 - 1349

Survey on Implementation and Analysis of Power-Constrained Contrast Enhancement Algorithm Using a Sub-band Decomposed MSR for OLED Display

Pallavi Ghormade, S. K. Bhatia

Share this Article

Downloads: 113

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 11, November 2014

Pages: 557 - 559

Edge Detection with Execution Time Using Different Optimization Techniques & Their Comparative Analysis

Harinder Singh, Sukhjit Singh

Share this Article

Similar Articles with Keyword 'Thresholding Technique'

Downloads: 104

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

Pages: 1763 - 1766

Enhancement of Document Images Resolution by Binarization Produced by Camera

Anshu Pundhir, Suresh Gawande

Share this Article

Downloads: 107

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015

Pages: 1520 - 1526

Retinal Blood Vessel Segmentation for Diabetic Retinopathy Using Multilayered Thresholding

Chandani Nayak, Lakhwinder Kaur

Share this Article

Similar Articles with Keyword 'Brightness'

Downloads: 127

Research Paper, Electronics & Communication Engineering, India, Volume 7 Issue 6, June 2018

Pages: 1662 - 1664

Enhancement of Gray Level Image by Fuzzy and Filter Technique

Monalisa Pandey, Pankaj Sharma

Share this Article

Downloads: 106

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 3, March 2015

Pages: 2177 - 2182

Development of Wireless RGB LED PWM Controller on Low Cost CPLD

Kamal Kant Sharma, Vipin Kumar Gupta

Share this Article

Similar Articles with Keyword 'PSNR'

Downloads: 127

Research Paper, Electronics & Communication Engineering, India, Volume 7 Issue 6, June 2018

Pages: 1662 - 1664

Enhancement of Gray Level Image by Fuzzy and Filter Technique

Monalisa Pandey, Pankaj Sharma

Share this Article

Downloads: 95

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

Pages: 2276 - 2281

Skin based Data hiding in Images by Using Haar and db2 DWT Techniques

Swapnali Zagade, Smita Bhosale

Share this Article

Similar Articles with Keyword 'MSE'

Downloads: 95

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

Pages: 2276 - 2281

Skin based Data hiding in Images by Using Haar and db2 DWT Techniques

Swapnali Zagade, Smita Bhosale

Share this Article

Downloads: 106

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

Pages: 2576 - 2580

Restoration and Comparisons of Gaussian Blurred-Noisy Image Using Different Filtering Techniques

Aanchal Joseph, Sandeep B. Patil

Share this Article

Similar Articles with Keyword 'Entropy'

Downloads: 93

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 2, February 2015

Pages: 1335 - 1340

Robust Segmentation and Classification of Histopathological Image

Jincy Wilson, Vipin V. R.

Share this Article

Downloads: 102

Comparative Studies, Electronics & Communication Engineering, India, Volume 4 Issue 7, July 2015

Pages: 1816 - 1821

Comparison of Image Fusion Technique with Special reference to Information Content

Rashmi P. Jogiya, Sunil R. Gupta

Share this Article

Similar Articles with Keyword 'AMBE'

Downloads: 5 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Review Papers, Electronics & Communication Engineering, India, Volume 10 Issue 5, May 2021

Pages: 195 - 198

Review - COVID-19 Detection System Using Image Processing and Biomedical

Prajkta D. Gawande, Dr. G. D. Dalvi

Share this Article

Downloads: 5 | Monthly Hits: ⮙1

Research Paper, Electronics & Communication Engineering, India, Volume 10 Issue 5, May 2021

Pages: 455 - 458

COVID-19 Detection System Using Image Processing and Biomedical

Prajkta D. Gawande, Dr. G.D. Dalvi

Share this Article

Similar Articles with Keyword 'Histogram'

Downloads: 93

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 2, February 2015

Pages: 1335 - 1340

Robust Segmentation and Classification of Histopathological Image

Jincy Wilson, Vipin V. R.

Share this Article

Downloads: 98

Survey Paper, Electronics & Communication Engineering, India, Volume 4 Issue 12, December 2015

Pages: 2201 - 2206

Survey paper on Sketch Based and Content Based Image Retrieval

Prachi A. Gaidhani, Prof. Bagal S. B.

Share this Article

Similar Articles with Keyword 'Equalization'

Downloads: 105

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015

Pages: 1743 - 1747

An Advanced Low Complexity Adaptive Filter for Echo Cancellation

Deepak Sharma, Nidhi Sharma

Share this Article

Downloads: 106

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

Pages: 617 - 621

Design Method for Nearly Linear-Phase IIR Filters Using Constrained Optimization

Vamsee Krishna.A, A. K. Jagadish Kumar

Share this Article

Similar Articles with Keyword 'Thresholding'

Downloads: 103

Informative Article, Electronics & Communication Engineering, India, Volume 4 Issue 8, August 2015

Pages: 957 - 962

Nighttime Vehicle Detection and Traffic Surveillance

Jacob V. Panicker

Share this Article

Downloads: 104

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

Pages: 1763 - 1766

Enhancement of Document Images Resolution by Binarization Produced by Camera

Anshu Pundhir, Suresh Gawande

Share this Article

Similar Articles with Keyword 'Technique'

Downloads: 127

Research Paper, Electronics & Communication Engineering, India, Volume 7 Issue 6, June 2018

Pages: 1662 - 1664

Enhancement of Gray Level Image by Fuzzy and Filter Technique

Monalisa Pandey, Pankaj Sharma

Share this Article

Downloads: 121

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

Pages: 108 - 112

Design and Simulation of Four Stage Pipelining Architecture Using the Verilog

Rakesh M. R

Share this Article
Top