Abstract
This chapter addresses the issue in the design of DWFB and extends the proposed class of THFB in order to design hybrid finer directional wavelet filter bank. The iris feature extraction algorithm using proposed filter bank and post-classifier have been presented in this chapter.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Ansari R, Kim C, Dedovic M (1999) Structure and design of two-channel filter banks derived from a triplet of halfband filters. IEEE Trans Circuits Syst II Analog Digit Signal Process 46(12):1487–1496
Phoong S, Kim C, Vaidyanathan P, Ansari R (1995) A new class of two-channel biorthogonal filter banks and wavelet bases. IEEE Trans Signal Process 43(3):649–665
Eslami R, Radha H (2007) A new family of nonredundant transforms using hybrid wavelets and directional filter banks. IEEE Trans Image Process 16(4):1152–1167
Lu Y, Do M (2005) The finer directional wavelet transform. In: Proceedings of the IEEE ICASSP, Philadelphia
Velisavljević V (2009) Low-complexity iris coding and recognition based on directionlets. IEEE Trans Inf Forensic Secur 4(3):410–417
Eslami R, Radha H (2010) Design of regular wavelets using a three-step lifting scheme. IEEE Trans Signal Process 58(4):2088–2101
Bamberger R, Smith M (1992) A filter bank for the directional decomposition of images: theory and design. IEEE Trans Signal Process 40:882–893
Do M, Vetterli M (2005) The contourlet transform: an efficient directional multiresolution image representation. IEEE Trans Image Process 14(12):2091–2106
Donoho DL (1999) Wedgelets: nearly minimax estimation of edges. Ann Stat 27(3):859–897
Kingsbury N (2002) Complex wavelets for shift invariant analysis and filtering of signals. J Appl Comput Harmon Anal 10(3):234–253
Kokare M, Biswas P, Chatterji B (2005) Texture image retrieval using new rotated complex wavelet fitlers. IEEE Trans Syst Man Cybern Part B Cybern 35(6):1168–1178
Proenca H, Alexandre L (2005) UBIRIS: a noisy iris image database. http://www.iris.di.ubi.pt
Multimedia University (2004) MMU iris image database. http://pesona.mmu.edu.my/ccteo
CASIA iris image database. http://www.sinobiometrics.com/casiairis.htm
IITD iris image database. http://web.iitd.ac.in
Daugman JG (1993) High confidence visual recognition of persons by a test of statistical independence. IEEE Trans Pattern Anal Mach Intell 25(11):1148–1161
Monro DM, Rakshit S, Zhang D (2007) DCT based iris recognition. IEEE Trans Pattern Anal Mach Intell 29(4):586–595
Sun Z, Tan T (2009) Ordinal measures for iris recognition. IEEE Trans Pattern Anal Mach Intell 31(12):2211–2226
Dong W, Tan T, Sun Z (2010) Iris matching based on personalized weight map. IEEE Trans Pattern Anal Mach Intell 99(1):1–14
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
Copyright information
© 2014 The Author(s)
About this chapter
Cite this chapter
Rahulkar, A.D., Holambe, R.S. (2014). Iris Representation by Combined Hybrid Directional Wavelet Filter-Banks. In: Iris Image Recognition. SpringerBriefs in Electrical and Computer Engineering(). Springer, Cham. https://doi.org/10.1007/978-3-319-06767-4_4
Download citation
DOI: https://doi.org/10.1007/978-3-319-06767-4_4
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-06766-7
Online ISBN: 978-3-319-06767-4
eBook Packages: EngineeringEngineering (R0)