Abstract
The uniqueness of fingerprint provides a secured personal identification mark. Contact less acquisition of fingerprints is gaining popularity due to the ease in capturing the image. They can be easily blurred with noise and distortion. This paper defines filtering techniques in removal of noise and distortion from the blurred images. The paper highlights double enhancing method for image clarity and extraction of true minutiae points which are tabulated and analyzed.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Chauhan, P., Kumar, A.: Survey on fingerprint enhancement technique. 4 (2014). ISSN: 227128X
Soni, N., Siddiqua, A.: Filtering techniques used for blurred images in fingerprint recognition. Int. J. Sci. Res. Publ. 3(5) (2013). ISSN: 2250-3153
Patil, S.G., Bhatt, M.: A survey on latent fingerprint matching techniques. 3 (2014). ISSN: 2319-5940
Garg, M., Bansal, H.: Fingerprint recognition system using minutiae estimation. 2 (2013). ISSN: 2319-4847
Bana, S., Kaur, D.: Fingerprint recognition system using image segmentation. Int. J. Adv. Eng. Sci. Technol. 5(0) (2011). ISSN: 2230-7818
Rajkumar, R., Hemachandra, K.: A secondary fingerprint enhancement and minutiae extraction. Signal & Image Process.3(2) (2012)
Patil, S.S., Chandel, G.S., Gupta, R.: Fingerprint image enhancement techniques and performance evaluation of the SDG and FFT fingerprint enhancement techniques. 2. ISSN: 2249-6343
Chouthmal Bhosale, P.P., Kale, K.V.: A novel approach for fingerprint recognition. 4 (2014). ISSN: 2277 128X
Tarar, S., Kumar, E.: Fingerprint image enhancement: iterative fast fourier transform algorithm and performance evaluation. Int. J. Hybrid. Inf. Technol. 6(4) (2013)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer Science+Business Media Singapore
About this paper
Cite this paper
Priyadarshini, J.S., Gladis, D. (2017). An Empirical Study on Fingerprint Image Enhancement Using Filtering Techniques and Minutiae Extraction. In: Deiva Sundari, P., Dash, S., Das, S., Panigrahi, B. (eds) Proceedings of 2nd International Conference on Intelligent Computing and Applications. Advances in Intelligent Systems and Computing, vol 467. Springer, Singapore. https://doi.org/10.1007/978-981-10-1645-5_20
Download citation
DOI: https://doi.org/10.1007/978-981-10-1645-5_20
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-10-1644-8
Online ISBN: 978-981-10-1645-5
eBook Packages: EngineeringEngineering (R0)