Real-Time Segmentation Method of Lightweight Network For Finger Vein Using Embedded Terminal Technique

Real-Time Segmentation Method of Lightweight Network For Finger Vein Using Embedded Terminal Technique

Because the existing finger vein segmentation networks are too large and not suitable for implementation in mobile terminals, the reduction of the parameters of the lightweight network leads to the reduction of the segmentation index, and the long-running time of deep network on hardware platforms;...

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Bibliographic Details
Main Authors: Junying Zeng, Boyuan Zhu, Yujie Huang, Chuanbo Qin, Jingming Zhu, Fan Wang, Yikui Zhai, Junying Gan, Yucong Chen, Yingbo Wang, Ruggero Donida Labati, Vincenzo Piuri, Fabio Scotti
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Channel shuffle
depth separable convolution
Dinty-Net
embedded terminal
filter pruning via geometric median
finger vein segmentation
Online Access:https://ieeexplore.ieee.org/document/9302581/

Internet

https://ieeexplore.ieee.org/document/9302581/

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