M.Tech / M.E / PhD Thesis | Computer Science & Engineering | India | Volume 4 Issue 10, October 2015
An Efficient Boosting Approach for Score Level Fusion of Face and Palmprint Biometrics in Human Recognition
B. Sateesh Kumar, Dr. A. Govardhan
Biometrics based personal identification is regarded as an effective method for automatically recognizing a persons identity with confidence. A multimodal biometric system consolidates the evidence presented by multiple biometric sources and typically better recognition performance compare to systems based on a single biometric modality. This paper proposes a novel multipartite algorithm for score level fusion of multimodal biometric system identification using two biometric features i.e. face and palmprint. Multimodal biometric system is developed through fusion of face and palmprint recognition system. Further, to evaluate the performance of boosting-based fusion methods, experimental tests are carried over PolyU and CASIA databases. A comparative study is done by using different classification techniques on two databases.
Keywords: Biometrics, Classifiers, Multipartite, Palmprint, Face, Multimodal and Recognition Systems
Edition: Volume 4 Issue 10, October 2015
Pages: 1159 - 1164
How to Cite this Article?
B. Sateesh Kumar, Dr. A. Govardhan, "An Efficient Boosting Approach for Score Level Fusion of Face and Palmprint Biometrics in Human Recognition", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB158952, Volume 4 Issue 10, October 2015, 1159 - 1164
133 PDF Views | 116 PDF Downloads
Similar Articles with Keyword 'Biometrics'
Research Paper, Computer Science & Engineering, Congo, Volume 10 Issue 3, March 2021
Pages: 61 - 70Contribution 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
Research Paper, Computer Science & Engineering, India, Volume 2 Issue 3, March 2013
Pages: 165 - 167Statistical Analysis of DCT Coefficients for Ascertaining Ears Biometrics
Nisha, Jatinder Kansal, JPS Raina
Research Paper, Computer Science & Engineering, Iraq, Volume 5 Issue 11, November 2016
Pages: 1654 - 1660An Adaptive Use of Deffie Hellman Algorithm by Digital Images for Generating Secure Shared Key
Zainalabideen Abdullsamd Rasheed
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014
Pages: 1979 - 1982Palm Vein Authentication: A Review
Gitanjali Sikka, Er. Vikas Wasson
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015
Pages: 1212 - 1215A Novel Hybrid Face Recognition Algorithm Based On Neural Network with Fuzzy Sets
Raunil Singh, Kiran Gupta
Similar Articles with Keyword 'Classifiers'
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 3, March 2021
Pages: 1179 - 1182Face Detection Using Haar Cascade Classifiers
Bhavana R. Maale, Dr. Suvarna Nandyal
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 528 - 532Knowledge Fusion Technique Using Classifier Ensemble by Combining the Sets of Classification Rules
Jaydeep B. Patil, Vaishali Nandedkar
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1532 - 1535Analysis of Speech Signal with Linear and Quadratic Discriminant Analysis: A Fundamental Approach
Jeevant Singh Gaharwar, Samta Gajbhiye
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015
Pages: 1006 - 1010Attribute Based Image Search Re-Ranking
Snehal S Patil, Ajay Dani
Research Paper, Computer Science & Engineering, India, Volume 6 Issue 5, May 2017
Pages: 2600 - 2605Wildfire Smoke Detection Using Computational Intelligence Techniques Enhanced with Synthetic Smoke Plume Generation
Sreechithra.S
Similar Articles with Keyword 'Palmprint'
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2810 - 2813Palm Print Recognition System ? Review
Mohit Trehan, Nitin Bhagat
Research Paper, Computer Science & Engineering, India, Volume 6 Issue 7, July 2017
Pages: 1670 - 1675Experimental Study of a Person Identification Framework Based on Combining Left and Right Palmprint Images
Mane Bhagyashri, Kalyankar Pravin
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015
Pages: 1159 - 1164An Efficient Boosting Approach for Score Level Fusion of Face and Palmprint Biometrics in Human Recognition
B. Sateesh Kumar, Dr. A. Govardhan
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 2, February 2016
Pages: 919 - 921A Novel Palmprint Recognition System based on GIST and ELM
Dr. S. Chidambaranathan
Research Paper, Computer Science & Engineering, Iraq, Volume 7 Issue 2, February 2018
Pages: 903 - 917Proposed Email System Security based Bio-Chaos Modified Hash and Modified AES
Dr. Haider K. Hoomod, Arkan Mohammed Radi
Similar Articles with Keyword 'Face'
Research Paper, Computer Science & Engineering, Sri Lanka, Volume 10 Issue 4, April 2021
Pages: 139 - 144Analysis onto the Evolving Cyber-Attack Trends during COVID-19 Pandemic
Senthuran Nallainathan
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 3, March 2021
Pages: 1179 - 1182Face Detection Using Haar Cascade Classifiers
Bhavana R. Maale, Dr. Suvarna Nandyal
Student Project, Computer Science & Engineering, India, Volume 10 Issue 3, March 2021
Pages: 1677 - 1680Detecting Pneumonia from X-Ray Images using Deep Learning
Deep Piyushkumar Patel
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 2591 - 2595DASU: High Quality Video Streaming Over Multiple Wireless Access Network Using Real Time Adaptive Algorithm
Prathibha T P
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 10, October 2016
Pages: 1965 - 1968Understanding Dependencies and Analyze Dependencies with DDR Algorithm
Vimal Don Bosco S, Dr. Latha R