Texture aware autoencoder pre-training and pairwise learning refinement for improved iris recognition

Author:

Chakraborty ManashiORCID,Chakraborty Aritri,Biswas Prabir Kumar,Mitra Pabitra

Funder

Qualcomm

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Hardware and Architecture,Media Technology,Software

Reference49 articles.

1. Bengio Y, Lamblin P, Popovici D, Larochelle H (2006) Greedy layer-wise training of deep networks. Advances in neural information processing systems, 19

2. Bowyer KW, Flynn PJ (2016) The nd-iris-0405 iris image dataset. arXiv:1606.04853

3. CASIA.v4-Iris-Database: Availabe at http://biometrics.idealtest.org/findTotalDbByMode.do?mode=Iris/. Accessed May 2018

4. Chakraborty M, Roy M, Biswas PK, Mitra P (2020) Unsupervised pre-trained, texture aware and lightweight model for deep learning based iris recognition under limited annotated data. In: 2020 IEEE international conference on image processing (ICIP). pp 1351–1355 IEEE

5. Daugman J (2004) How iris recognition works. IEEE Trans Circuits Syst Video Technol 14(1):21–30. https://doi.org/10.1109/TCSVT.2003.818350

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