EEPNet: An efficient and effective convolutional neural network for palmprint recognition

W Jia, Q Ren, Y Zhao, S Li, H Min, Y Chen - Pattern Recognition Letters, 2022 - Elsevier
neural network called EEPNet for palmprint recognition. To the … a lightweight CNN for
palmprint recognition. Two new loss … , which can improve the accuracy of palmprint recognition. …

Mobilenet convolutional neural networks and support vector machines for palmprint recognition

A Michele, V Colin, DD Santika - Procedia Computer Science, 2019 - Elsevier
… the applicability of MobileNet V2 deep convolutional neural networks on palmprint recognition
by fine-tuning a pretrained MobileNet neural networks. We also explore the performance …

Contactless palmprint recognition based on convolutional neural network

L Dian, S Dongmei - 2016 IEEE 13th International Conference …, 2016 - ieeexplore.ieee.org
… common problems in contactless palmprint recognition. To solve these problems, this
paper proposes a palmprint recognition approach based the convolutional neural network (CNN), …

Palmprint recognition based on convolutional neural network-AlexNet

W Gong, X Zhang, B Deng, X Xu - 2019 Federated Conference …, 2019 - ieeexplore.ieee.org
… When using convolutional neural network for palmprint recognition, we do not need to …
convolutional neural network Alexnet is used for palmprint recognition, and its recognition rate can …

Palmprint recognition using FastICA algorithm and radial basis probabilistic neural network

L Shang, DS Huang, JX Du, CH Zheng - Neurocomputing, 2006 - Elsevier
… This paper proposes a novel and successful method for recognizing palmprint based on
radial basis probabilistic neural network (RBPNN) proposed by us. The RBPNN is trained by the …

Palmprint recognition with 2DPCA+ PCA based on modular neural networks

ZQ Zhao, DS Huang, W Jia - Neurocomputing, 2007 - Elsevier
… proposed to perform palmprint recognition. Moreover, in order to make palmprint recognition
more accurate, we introduced 2DPCA technique into the extraction of palmprint features, …

A performance evaluation of classic convolutional neural networks for 2D and 3D palmprint and palm vein recognition

W Jia, J Gao, W Xia, Y Zhao, H Min, JT Lu - International Journal of …, 2021 - Springer
… learning based 2D and 3D palmprint recognition and palm vein recognition in-depth, we …
classic convolutional neural networks (CNNs) on one 3D palmprint database, five 2D palmprint

Neural networks for fingerprint recognition

P Baldi, Y Chauvin - neural computation, 1993 - ieeexplore.ieee.org
… base of fingerprint images, we design a neural network algorithm for fingerprint recognition.
… results on the application of neural network ideas to the problem of fingerprint matching. In …

Compnet: Competitive neural network for palmprint recognition using learnable gabor kernels

X Liang, J Yang, G Lu, D Zhang - IEEE Signal Processing …, 2021 - ieeexplore.ieee.org
neural network (CompNet) with constrained learnable Gabor filters is proposed for contactless
palmprint recognition. … direction ordering information of the palmprint patterns by means of …

Fingernet: Pushing the limits of fingerprint recognition using convolutional neural network

S Minaee, E Azimi, A Abdolrashidi - arXiv preprint arXiv:1907.12956, 2019 - arxiv.org
fingerprint recognition. In this paper, we propose an end-toend deep learning framework for
fingerprint recognition using convolutional neural networks (… and perform recognition. We …