LATENT FINGERPRINT ENHANCEMENT & MINUTIEA EXTRACTION
H S Vimala, Dr. Mahammad. K. Bammanalli
Abstract
Latent fingerprint analysis plays a crucial role in forensic investigations, providing vital evidence that can lead to the identification and apprehension of criminals. The quality of latent fingerprints is often compromised due to the conditions under which they are obtained, making their enhancement and the extraction of minutiae essential. This research paper explores various techniques for latent fingerprint enhancement and minutiae extraction, examines the challenges associated with these processes, and discusses their applications in modern forensic science.
References
- Champod, C., Lennard, C., Margot, P., & Stoilovic, M. (2004). Fingerprint Analysis, Comparison, and Identification. CRC Press.
- Maltoni, D., Maio, D., Jain, A. K., & Prabhakar, S. (2009). Handbook of Fingerprint Recognition. Springer.
- Phaneendra, M. N., & Kiran, K. B. (2013). 'A survey on fingerprint image enhancement techniques.' International Journal of Computer Applications, 67(10), 30-35.
- Ratha, N. K., & Bolle, R. M. (2004). 'Fingerprint recognition.' In Handbook of Biometrics (pp. 125-146). Springer.
- Goubran, K., & Kumar, A. (2009). 'Fingerprint image enhancement using an adaptive Gabor filter.' IEEE Transactions on Pattern Analysis and Machine Intelligence, 31(5), 899-912.
- Zhang, J., & Zhang, D. (2010). 'A survey on fingerprint image enhancement techniques.' Journal of Computer Science and Technology, 25(3), 469-487.
- Akinlabi, O. M., & Adepoju, O. T. (2018). 'Fourier transform-based fingerprint image enhancement.' Ieee Access, 6, 42783-42790.
- Huang, X., & Zhang, D. (2011). 'Wavelet-based fingerprint image enhancement and minutiae extraction.' International Journal of Pattern Recognition and Artificial Intelligence, 25(6), 981-1002.
- Jain, A. K., & Ross, A. (2007). 'Introduction to biometric recognition.' IEEE Transactions on Circuits and Systems for Video Technology, 14(1), 4-20.
- Wu, Y., & Zhang, D. (2012). 'Fingerprint image enhancement via a multi-scale directional filter bank.' IEEE Transactions on Image Processing, 21(5), 2332-2343.
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