Online Store - 8925533488 /89

Chennai - 8925533480 /81

Hyderabad - 8925533482 /83

Vijayawada -8925533484 /85

Covai - 8925533486 /87

Recognition of real time finger vein using image processing

( 0 Rating )
Shape Image One
0 student

Abstract:

The most vital requirement in today’s world of spoofing attacks is the high security. The development in consumer electronics demands for high security with high accuracy and high speed of authentication. Human behavioural and physiological features in biometrics has the large scope as a solution for security issues. However, the existing biometric systems are highly complex in terms of time or space or both, and thus not suitable in very high security. Thus an embedded finger-vein recognition system for authentication is proposed. The system is to be implemented using novel finger vein recognition algorithm and lacunae, fractal dimension and gabor filter are the algorithms used for feature extraction and the matching of the extracted feature is done using the distance classifier. The analysis is done using the various features from which the kurtosis, range shows large variation from person to person. Based on this analysis finger vein recognition becomes easier and reliable.

 

Introduction:

Biometrics is used for the purpose of securing private information, personal identification and verification. Biometrics includes various methods of identification and verification such as finger print recognition, face recognition, palm print, password, access cards, iris recognition, and so on. Finger vein recognition is the one which is being used recently and is very reliable  Password, Access cards and PIN (Personal Identification Number)are the basic biometrics used for information protection are easy to implement but they can be forgotten or can be easily exposed. Human behavioural and physiological features are used as the solution for the security issues. Finger print is not permanent over time and can be cheated or a dummy can be created. Palm print can be easily frayed. Voice, signatures can be easily copied or dubbed. Face recognition becomes difficult in the case of it’s occurrence such as wearing make up, glares, face-lifts, wearing hats or cap[1], [9]. At present there is need of cost efficient, accurate and reliable biometrics system. Finger vein authentication is often a biometric technology which specifies an individual when using the vein pattern inside of the fingers. Veins are usually the blood vessels which carry blood towards the heart. Every single person’s veins are having unique physical and behavioural features. It provides a greater degree of security that protects information and access control much better.The biometric technique which identifies a person by using the vein patterns inside the fingers is the finger vein system. Each and every person has unique vein patterns. Basically veins are nothing but the blood vessels or tubes which carries oxygen-depleted blood towards heart. Also the physical and behavioural features.

 

Block Diagram:

Finger Vein Detection

 

Existing System:

Finger vein smart card based bio cryptosystem used ROI method to choose the clear image also the idea of storing both the biometric template sensitive

 

Disadvantages:

  • It is complicated because more steps to store the data
  • Could not detect excat vein
  • Used unwanted smart card
  • Noise will not completely removal

 

Proposed System:

  • Image Acquisition
  • Image Pre-processing
  • Feature Extraction

 

Advantages:

  • Detect abnormalities
  • The result will not change
  • Security purpose

 

Software Requirement:

  • Python Idle
  • Opencv
Curriculum is empty

pantech team

Agile Project Expert

Course Rating

0.00 average based on 0 ratings

Star
0%
Star
0%
Star
0%
Star
0%
Star
0%
Course Preview
  • Price
    Free
  • Instructor pantech team
  • Duration 15 Hrs
  • Enrolled 0 student
  • Access 3 Months

More Things You Might Like This

Free

Student Performance Prediction using Machine Learning

Abstract: Although the educational level of the Portuguese population has improved in the last decades, the statistics keep Portugal at Europe’s tail end due to its high student failure rates. In particular, lack of success in the core classes of Mathematics and the Portuguese language is extremely serious. On the other hand, the fields of

Free

Student feedback analysis

Abstract: Advances in natural language processing (NLP) and educational technology, as well as the availability of unprecedented amounts of educationally-relevant text and speech data, have led to an increasing interest in using NLP to address the needs of teachers and students. Educational applications differ in many ways, however, from the types of applications for which

Free

Machine Learning based Regression Model for Prediction of Soil Surface Humidity over Moderately Vegetated Fields

Abstract: Agriculture is one of the major revenue producing sectors of India and a source of survival. Numerous seasonal, economic and biological patterns influence the crop production but unpredictable changes in these patterns lead to a great loss to farmers. These risks can be reduced when suitable approaches are employed on data related to soil

Open Whatsapp Chat
Need Any Help?
Hello
Welcome to Pantech eLearning!..

How can i help you?