International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Most Trusted Research Journal Since Year 2012

ISSN: 2319-7064

Research Paper | Computer Science & Engineering | India | Volume 2 Issue 5, May 2013

Enhancement Of Low Contrast Images Using Fuzzy Inference System

Jaspreet Singh Rajal

Image enhancement is a technique to improve the quality of an image. The aim of image enhancement technique is to improve the interpretability or perception of information in images for human viewers, or to provide better input for other automated image processing techniques. This paper presents a fuzzy grayscale enhancement technique for low contrast image corrupted by Gaussian noise. The degradation of the low contrast image is mainly caused by the inadequate lighting during image capturing and thus eventually resulted in non uniform illumination in the image. The proposed method has better performance than available methods in the enhancement of noisy images and has been validated by the performance measures like PSNR, SNR, RMSE, and MSE

Keywords: Fuzzy Inference System, Image enhancement, Gaussian Noise, PSNR, MSE, Visual quality

Edition: Volume 2 Issue 5, May 2013

Pages: 138 - 143


How to Cite this Article?

Jaspreet Singh Rajal, "Enhancement Of Low Contrast Images Using Fuzzy Inference System", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=IJSRON2013985, Volume 2 Issue 5, May 2013, 138 - 143

26 PDF Views | 22 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Fuzzy Inference System'

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 494 - 497

Design of An Adaptive Neuro-Fuzzy Inference System for Floating Point Function Generation using CORDIC Algorithm

Priyanka V. Titare, Girish R. Talmale

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 851 - 854

Facial Expression Recognition Using Fuzzy Logic

Sanjay Singh Pal, Muzammil Hasan

Share this article

Informative Article, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 868 - 872

Identification of Gait Disorders Using Fuzzy Expert System

Dr. M. Pushparani, B. Kalaivani

Share this article

Research Paper, Computer Science & Engineering, Mexico, Volume 7 Issue 7, July 2018

Pages: 1371 - 1376

Modeling a Fuzzy Inference System for a Wind Turbine Condition Monitoring

O. Montserrat Reyes, P. Malaquias Quintero, Pablo H. Ibarguengoytia

Share this article

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 5, May 2013

Pages: 138 - 143

Enhancement Of Low Contrast Images Using Fuzzy Inference System

Jaspreet Singh Rajal

Share this article

Similar Articles with Keyword 'Image enhancement'

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 3, March 2016

Pages: 2103 - 2106

Minutiae Based Fingerprint Matching for Identification and Verification

Deepika Sahu, Rashmi Shrivas

Share this article

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 8, August 2016

Pages: 1504 - 1509

A New Perspective of Wavelet Based Image Denoising Using Different Wavelet Thresholding

Tapan Kumar Hazra, Arpita Mazumder, Dipsikha Maity

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 1647 - 1651

A New Hybrid Technique for Detection of Liver Cancer on Ultrasound Images

Ramandeep Kaur Bhullar, Navpreet Kaur Walia

Share this article

Survey Paper, Computer Science & Engineering, India, Volume 6 Issue 7, July 2017

Pages: 1296 - 1300

Satellite Image Enhancement for Fusion of Multispectral and Panchromatic Images

Kavana A M, Dr. Mohamed Rafi

Share this article

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 4, April 2016

Pages: 2059 - 2063

A New Satellite Image Enhancement Method using Wavelet Transformation and Morphological Filtering

Gauri Rode, V. K. Shandilya, Dr. S. A. Ladhake

Share this article

Similar Articles with Keyword 'Gaussian Noise'

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 8, August 2014

Pages: 538 - 541

Simplified Filtering Technique to Edge Reconstruction and Comparison of Original Image in Low to High Density Noise Values

Dr. N. Naveen Kumar, K. Chandra Sekhar, K. Chokkanathan

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 2334 - 2338

A Novel Technique to Improve Impulse Noise from Digital Images

Rahul Bhan, Ashish Verma, Kushagra Sharma

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 1295 - 1299

Image Denoising Using Hybrid Thresholding, DWT and Adaptive Intensity Transformations

Taranjot Kaur

Share this article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 3, March 2015

Pages: 2040 - 2043

An Efficient Method for Image Denoising Using Orthogonal Wavelet Transform

Akshata S Kori, Manjunatha A S.

Share this article

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016

Pages: 1946 - 1949

Survey of Noise in Image and Efficient Technique for Noise Reduction

Arti Singh, Madhu

Share this article

Similar Articles with Keyword 'PSNR'

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1655 - 1659

Speckle Noise ReductionUsing Local Binary Pattern; Anisotropic Diffusion and Bilateral Filter

Mandeep Singh Sandhu, Rajandeep Kaur

Share this article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 2606 - 2609

Designing and Comparative Analysis of Image Transmission using Techniques HQAM and QAM

Neeru Sharma

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 8, August 2014

Pages: 538 - 541

Simplified Filtering Technique to Edge Reconstruction and Comparison of Original Image in Low to High Density Noise Values

Dr. N. Naveen Kumar, K. Chandra Sekhar, K. Chokkanathan

Share this article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 3075 - 3078

Secret Data Hiding in Compressed Video Bit Streams for Privacy Information Protection

B. Vengadalakshmi, S. Abiramasundari

Share this article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 1467 - 1471

XOR Encryption Based Video Steganography

Ramandeep Kaur, Pooja

Share this article

Similar Articles with Keyword 'MSE'

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1655 - 1659

Speckle Noise ReductionUsing Local Binary Pattern; Anisotropic Diffusion and Bilateral Filter

Mandeep Singh Sandhu, Rajandeep Kaur

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014

Pages: 2374 - 2378

Analysis and Implementation of Peer to Peer Live Video Streaming System

Lekshmy A Sasi, Minu Lalitha Madhavu

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 8, August 2014

Pages: 538 - 541

Simplified Filtering Technique to Edge Reconstruction and Comparison of Original Image in Low to High Density Noise Values

Dr. N. Naveen Kumar, K. Chandra Sekhar, K. Chokkanathan

Share this article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015

Pages: 1483 - 1486

A Study of Differentially Private Frequent Itemset Mining

Trupti Kenekar, A. R. Dani

Share this article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 1227 - 1231

An Efficient Clustering Based High Utility Infrequent Weighted Item Set Mining Approach

Dr. N. Umadevi, A. Gokila Devi

Share this article

Similar Articles with Keyword 'Visual quality'

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 3, March 2015

Pages: 1597 - 1601

An Improved Method for Secret Image Sharing in Color Image through Error Diffusion

Ashwini N. Waghmare, Prof. Akhil Anjikar, Dr. M. Raghuwanshi

Share this article

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016

Pages: 1139 - 1143

Analysis of Blood Smear Images of Sickle Cell Anaemia based on Wavelet Transform

Dr. Hariharan S., Aruna N. S.

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 1054 - 1058

Colour Extended Visual Cryptography based on MKGED

T. Anuradha, Dr. K. Usha Rani

Share this article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 1984 - 1986

Discrete Cosine Transform based Image Inpainting

Bansi B. Thanki

Share this article

Survey Paper, Computer Science & Engineering, India, Volume 6 Issue 7, July 2017

Pages: 1296 - 1300

Satellite Image Enhancement for Fusion of Multispectral and Panchromatic Images

Kavana A M, Dr. Mohamed Rafi

Share this article

Top