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MANUFACTURING PROCESS-II UNIT-1 THEORY OF METAL CUTTING
Thermal imaging as a biometrics approach to facial signature authentication
1. Logic Mind Technologies
Vijayangar (Near Maruthi Medicals), Bangalore-40
Ph: 8123668124 // 8123668066
Title: Thermal Imaging as a Biometrics Approach
to Facial Signature Authentication
Abstract—A new thermal imaging framework with unique feature extraction and
similarity measurements for face recognition is presented. The research premise is
to design specialized algorithms that would extract vasculature information, create
a thermal facial signature, and identify the individual. The proposed algorithm is
fully integrated and consolidates the critical steps of feature extraction through the
use ofmorphological operators, registration using the Linear Image Registration
Tool, and matching through unique similarity measures designed for this task. The
novel approach at developing a thermal signature template using four images taken
at various instants of time ensured that unforeseen changes in the vasculature over
time did not affect the biometric matching process as the authentication process
relied only on consistent thermal features.Thirteen subjects were used for testing
the developed technique on an in-house thermal imaging system. The matching
using the similarity measures showed an average accuracy of 88.46% for
skeletonized signatures and 90.39% for anisotropically diffused signatures. The
highly accurate results obtained in the matching process clearly demonstrate the
ability of the thermal infrared system to extend in application to other thermal-
imaging-based systems. Empirical results applying this approach to an existing
database of thermal images prove this assertion.
2. Software & Hardware requirement:
1. Hardware requirement:
1. PC
2. RAM minimum 2GB
3. HDD minimum 100GB
2. Software requirement:
1. MATLAB 7.0
2. Signal processing toolbox
3. Image processing toolbox
4. Mathematical toolbox
PROJECT FLOW:
First Review:
Literature Survey
Paper Explanation
Design of Project
Project Enhancement explanation
Second Review:
Implementing 40% of Base Paper
Third Review
Implementing Remaining 60% of Base Paper with Future Enhancement
(Modification)
For More Details please contact
Logic Mind Technologies
Vijayangar (Near Maruthi Medicals), Bangalore-40
Ph: 8123668124 // 8123668066
Mail: logicmindtech@gmail.com