A Study on Various Techniques for Face Recognition - Count
International Journal of Science and Research (IJSR)

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

ISSN: 2319-7064

Downloads: 107

Review Papers | Computer Science & Engineering | India | Volume 5 Issue 8, August 2016

A Study on Various Techniques for Face Recognition

Heena Goyal, Sonika Jindal

Face recognition is a process of one to many matching. In these particular phenomena, the user matches one person identity with several database images. Various approaches have been used for the purpose of face recognition. These approaches use different features for face recognition purpose. The feature considered for face recognition are shape, distance between two traits of face, texture features for face. Texture features are particularly susceptible to the resolution of images, when the resolution changes the calculated textures are not accurate. Texture features computed for low resolution face images does not provide better feature information. So, there is a big issue in face recognition for low resolution images. EULBP (Equalized Uniform Local binary Pattern) has been implemented for the problem of low resolution but it does not provide better results up to an extent. In this paper, research is done to improve the accuracy for the low resolution images. By analyzing various approaches for face recognition there is need to develop a new approach which can provide better results using texture features for blurred images.

Keywords: Biometric, Face Recognition, LBP, EULBP, PCA, 2DPCA, MDS

Edition: Volume 5 Issue 8, August 2016

Pages: 1982 - 1984

Share this Article

How to Cite this Article?

Heena Goyal, Sonika Jindal, "A Study on Various Techniques for Face Recognition", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20161373, Volume 5 Issue 8, August 2016, 1982 - 1984

Enter Your Email Address and Click Download Button



Similar Articles with Keyword 'Biometric'

Downloads: 68

Survey Paper, Computer Science & Engineering, India, Volume 9 Issue 12, December 2020

Pages: 890 - 894

A Survey on Types of Crawlers and Web Searching Algorithms

T. Yogameera, Dr. D. Shanthi

Share this Article

Downloads: 68

Research Paper, Computer Science & Engineering, Congo, Volume 10 Issue 3, March 2021

Pages: 61 - 70

Contribution of an Embedded and Biometric System in a Replicated Database for Access Control in a Multi-Entry Institution

Bopatriciat Boluma Mangata, Eugene Mbuyi Mukendi, Jean-Didier Batubenga

Share this Article

Downloads: 82

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 3, March 2013

Pages: 165 - 167

Statistical Analysis of DCT Coefficients for Ascertaining Ears Biometrics

Nisha, Jatinder Kansal, JPS Raina

Share this Article

Downloads: 105

Comparative Studies, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 2049 - 2052

Fingerprint Compression Technique using Sparse Representation

Swapnil Raut, Nisha Wankhade

Share this Article

Downloads: 106

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1520 - 1522

Survey of Various Techniques for Signature Recognition and Verification

Sharayu S. Sangekar, D. C. Dhanwani

Share this Article

Similar Articles with Keyword 'Face Recognition'

Downloads: 106

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 9, September 2015

Pages: 1502 - 1506

An Effective Technique for Matching Facial Composite to Mugshots using Face Sketch System

Vinayak P P, Nahala M A

Share this Article

Downloads: 107

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015

Pages: 1212 - 1215

A Novel Hybrid Face Recognition Algorithm Based On Neural Network with Fuzzy Sets

Raunil Singh, Kiran Gupta

Share this Article

Downloads: 107

Review Papers, Computer Science & Engineering, India, Volume 5 Issue 8, August 2016

Pages: 1982 - 1984

A Study on Various Techniques for Face Recognition

Heena Goyal, Sonika Jindal

Share this Article

Downloads: 108

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1891 - 1895

Image Normalization Robust using Histogram Equalization and Logarithm Transform Frequency DCT Coefficients for Illumination in Facial Images

Dr. V. S. Manjula

Share this Article

Downloads: 109

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 647 - 650

Improvement in Recognition Rate by Using Linear Regression with Principal Component Analysis

Tanvi Ahuja, Vinit Agarwal

Share this Article

Similar Articles with Keyword 'LBP'

Downloads: 106

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 9, September 2015

Pages: 1502 - 1506

An Effective Technique for Matching Facial Composite to Mugshots using Face Sketch System

Vinayak P P, Nahala M A

Share this Article

Downloads: 107

Review Papers, Computer Science & Engineering, India, Volume 5 Issue 8, August 2016

Pages: 1982 - 1984

A Study on Various Techniques for Face Recognition

Heena Goyal, Sonika Jindal

Share this Article

Downloads: 111

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1103 - 1107

Recognition of 3D Frontal Face Images Using Local Ternary Patterns and MLDA Algorithm

Dr. T. Karthikeyan, T. K. Sumathi

Share this Article

Downloads: 115

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

Pages: 1290 - 1294

Face Sketch to Photo Matching Using LFDA and Pre-Processing

Pushpa Gopal Ambhore, Lokesh Bijole

Share this Article

Downloads: 115

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2653 - 2656

Comparative Study of Face Recognition Algorithm on Cohn-Kanade Database

Radhika Sharma, Abhay Sharma

Share this Article

Similar Articles with Keyword 'EULBP'

Downloads: 107

Review Papers, Computer Science & Engineering, India, Volume 5 Issue 8, August 2016

Pages: 1982 - 1984

A Study on Various Techniques for Face Recognition

Heena Goyal, Sonika Jindal

Share this Article

Downloads: 122

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015

Pages: 2140 - 2142

Face Recognition Using LTP Algorithm

Richa Sharma, Rohit Arora

Share this Article

Downloads: 133

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 273 - 277

A Brief Review on Feature Based Approaches for Face Recognition

Deeksha Kapil, Er. Abhilasha Jain

Share this Article

Similar Articles with Keyword 'PCA'

Downloads: 104

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015

Pages: 2016 - 2019

A Survey on Outlier Detection Methods

Rajani S Kadam, Prakash R Devale

Share this Article

Downloads: 105

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

Pages: 1537 - 1542

Remote Sensing Satellite Image Fusion Using Fast Curvelet Transforms

Namratha H. N., Raghu M. T.

Share this Article

Downloads: 105

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

Pages: 2040 - 2043

Improving Quality of Service in Cloud Based Networks with Software Defined Networks

Chinthagunta Mukundha

Share this Article

Downloads: 105

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

Pages: 2369 - 2371

Analysis on PLSR in Contrast with PCR

Abhimanyu Kumar

Share this Article

Downloads: 107

Review Papers, Computer Science & Engineering, India, Volume 5 Issue 8, August 2016

Pages: 1982 - 1984

A Study on Various Techniques for Face Recognition

Heena Goyal, Sonika Jindal

Share this Article

Similar Articles with Keyword 'MDS'

Downloads: 107

Review Papers, Computer Science & Engineering, India, Volume 5 Issue 8, August 2016

Pages: 1982 - 1984

A Study on Various Techniques for Face Recognition

Heena Goyal, Sonika Jindal

Share this Article

Downloads: 113

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

Pages: 2832 - 2834

Hiding Sensitive Association Rules Using EMDSRRC

Marate Shashank S., Manjusha Yeola

Share this Article

Downloads: 126

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 5, May 2017

Pages: 1522 - 1523

Further Research Opportunities in Medical Decision Support Systems (MDSS) Research

Raghu Babu Korrapati

Share this Article

Downloads: 138

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 1, January 2015

Pages: 139 - 142

A Survey on Feature Based Product Recommendation System

Akshay Giri, K. N. Honwadkar

Share this Article
Top