joint palmprint and palmvein verification using dual competitive coding
- 1. VIVEKANANDHA COLLEGE OF ENGINEERING FOR WOMEN (AUTONOMOUS) JOINT PALMPRINT AND PALMVEIN VERIFICATION BY DUAL COMPETITIVE CODING DEPARTMENT OF ELECTRICAL AND ELECTRONICS ENGINEERING BY BANUPRIYA.R DHARANI.B KAVIYA.T III -YEAR
- 2. Content Objective Introduction Existing system Proposed system Palm print Palm vein
- 3. Contd…… Fusion Dual competitive coding System analysis System design Simulation results Literature survey conclusion
- 4. Objective Biometric identification with vein and print of palm patterns is a more recent approach that uses the vast network of blood vessels underneath a person’s skin. An attempt to copy an identity is extremely difficult
- 5. Introduction Palmprint is one of the relatively new physiological biometric technologies which exploit the unique features on the human palmprint, namely principle lines, wrinkles, ridges, datum points, etc…, palmprint features will be extracted by texture coding. palmvein features will be extracted by matched filters.
- 6. Literature survey Title Author name Technique Used Limitation Online palm print identification David Zhang Competitive approach used Low resolution palmprint images Two dimensional locality preserving projections with its applications to palmprint recognition D.Hu,G.Feng Line Edge Map (LEM) used No biometric traits are perfect for identification because they are not sufficiently accurate.
- 7. Existing system They use fingerprints, face, iris, speech and hand geometry for the case of person identification. No biometric traits are perfect for identification because they are not sufficiently accurate.
- 8. Proposed system The human palm vein pattern is extremely complex and it shows a huge no of vessels. The biometric information is located inside the human body and it is protected against forgery and manipulation.
- 9. Palmprint A palm print refers to an image acquired of the palm region of the hand. It can be either an online image (i.e. Taken by a scanner or CCD) or offline image where the image is taken with ink and paper. Palm prints can be used for criminal, forensic, or commercial applications.
- 10. Palmvein As veins are under the skin and have a wealth of differentiating features. An attempt to copy an identity is extremely difficult. Uniqueness, stability and strong immunity to forgery
- 11. Fusion The information presented by multiple traits can be fused at various levels: image level, feature level, matching score level or decision level Palm print and palm vein can be captured simultaneously by using specially designed devices The joint use of palmprint and palm vein features can effectively available in the system
- 12. Modules Login Options New User Entry Search Details Crime Details
- 13. Login Login that is a simple form with a username and password field. Upon clicking the submit button I would like to check the database if that username and password exist. If it does I would like to set some session variables, if not then I would simply like to redirect.
- 14. Login
- 15. Option After Successful Login User can Select the Following options : New User Entry Searching Details Crime Details
- 16. Selection
- 17. New user entry The user should be able to enter records. b. Each record represents information about a person and contains an image of his/her Palm. c. Records may consists of: First name. Last name. Phone. Address (city-street address). Palm image(s). ID-number.
- 18. New user entry
- 19. Searching detail The results should be viewed by showing the palm matches the input, and display the most possible image first, in numerical order. The user should be able to chose (click on) the result that he/she wants and view the full record’s information of the person. The system can do noisy filter on images.
- 20. Searching detail
- 21. Crime detail In our database we already added the most wanted criminals palm veins. Suppose that persons are enter the new user entry it matches to the image from database. It will immediately inform the admin.
- 22. Biometrics Many biometric systems, such as face, fingerprint and iris have been studied extensively for personal verification and identification purposes
- 23. Anti-spoofing
- 24. Liveness detection • A new software-based liveness detection approach using a novel fingerprint parameterization based on quality related features is proposed. • The system is tested on a highly challenging database comprising over 10,500 real and fake images
- 25. Contd… In this paper, we have proposed palmprint and palm vein system for real-time biometric authentication. So , a joint palmprint-palmvein coding scheme was proposed by regarding both palm line and palm vein features as line structures. By investigating the original CompCode algorithm
- 26. Advantages higher accuracy higher accuracy could be achieved by fusing them than using only one of them. In addition, the whole verification procedure can be completed in 1.2 s, which implies that the system can work in real time
- 27. reference D. Hu, G. Feng, and Z. Zhou, "Two-dimensional locality preserving projections (2DLPP) with its application to palmprint recognition", Pattern Recognition, vol. 40,2007, pp. 339-342. T. Connie, A Jin, M. Ong, and D. Ling, "An automated palmprint recognition system", Image and Vision Computing, vol. 23,2005, 501-515. A. Kong, and D. Zhang, "Competitive coding scheme for palmprint verification", International Conference on Pattern Recognition, 2004,pp. 520-523
- 28. conclusion we proposed a new line orientation code, namely the DualCompCode, by extracting and fusing The dissimilarity was measured by bitwise Hamming distance.
- 29. Future work • Future work will focus on how to effectively use all the directional information provided by the Gabor filtering for a more accurate palmprint and palmvein recognition algorithm