Survey of Application of Deep Learning in Finger Vein Recognition

Survey of Application of Deep Learning in Finger Vein Recognition

Finger vein recognition technology has become a research hotspot in the new generation of biometrics because of its advantages of non-contact, high security and living body detection. With the development of deep learning, finger vein recognition technology based on deep neural network has made rema...

Full description

Bibliographic Details
Main Author:	LI Jie, QU Zhong
Format:	Article
Language:	zho
Published:	Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2023-11-01
Series:	Jisuanji kexue yu tansuo
Subjects:	finger vein recognition; deep learning; deep neural network; convolutional neural networks (cnn)
Online Access:	http://fcst.ceaj.org/fileup/1673-9418/PDF/2303099.pdf

Similar Items

FVR-Net: Finger Vein Recognition with Convolutional Neural Network Using Hybrid Pooling
by: Lakpa Dorje Tamang, et al.
Published: (2022-07-01)

the Finger Vein Recognition Using Deep Learning Technique
by: Sahar Wahab khadim, et al.
Published: (2022-06-01)

Vision Transformers for Vein Biometric Recognition
by: Raul Garcia-Martin, et al.
Published: (2023-01-01)

Finger Vein Recognition Using DenseNet with a Channel Attention Mechanism and Hybrid Pooling
by: Nikesh Devkota, et al.
Published: (2024-01-01)

Facial Emotion Recognition Using Transfer Learning in the Deep CNN
by: M. A. H. Akhand, et al.
Published: (2021-04-01)

Feature Extraction for Finger-Vein-Based Identity Recognition
by: George K. Sidiropoulos, et al.
Published: (2021-05-01)

Finger Vein and Inner Knuckle Print Recognition Based on Multilevel Feature Fusion Network
by: Li Jiang, et al.
Published: (2022-11-01)

Spoof Detection for Finger-Vein Recognition System Using NIR Camera
by: Dat Tien Nguyen, et al.
Published: (2017-10-01)

An Optimization Algorithm to Improve the Accuracy of Finger Vein Recognition
by: Zhi Chong Wan, et al.
Published: (2022-01-01)

Novel Deep Learning Network for Gait Recognition Using Multimodal Inertial Sensors
by: Ling-Feng Shi, et al.
Published: (2023-01-01)

A Sparsified Densely Connected Network with Separable Convolution for Finger-Vein Recognition
by: Qiong Yao, et al.
Published: (2022-12-01)

A deep ensemble learning method for single finger-vein identification
by: Chongwen Liu, et al.
Published: (2023-01-01)

Improved Lightweight Convolutional Neural Network for Finger Vein Recognition System
by: Chih-Hsien Hsia, et al.
Published: (2023-08-01)

Multimodal Biometric Recognition Based on Convolutional Neural Network by the Fusion of Finger-Vein and Finger Shape Using Near-Infrared (NIR) Camera Sensor
by: Wan Kim, et al.
Published: (2018-07-01)

Finger-Counting-Based Gesture Recognition within Cars Using Impulse Radar with Convolutional Neural Network
by: Shahzad Ahmed, et al.
Published: (2019-03-01)

Deep Learning for Human Activity Recognition on 3D Human Skeleton: Survey and Comparative Study
by: Hung-Cuong Nguyen, et al.
Published: (2023-05-01)

Finger Vein Recognition Based on ResNet With Self-Attention
by: Zhibo Zhang, et al.
Published: (2024-01-01)

Deep Residual Vector Encoding for Vein Recognition
by: Fuqiang Li, et al.
Published: (2022-10-01)

FV-ViT: Vision Transformer for Finger Vein Recognition
by: Xiaoye Li, et al.
Published: (2023-01-01)

An Improved Multimodal Biometric Identification System Employing Score-Level Fuzzification of Finger Texture and Finger Vein Biometrics
by: Syed Aqeel Haider, et al.
Published: (2023-12-01)

Deep Learning-Based Wrist Vascular Biometric Recognition
by: Felix Marattukalam, et al.
Published: (2023-03-01)

FV-MViT: Mobile Vision Transformer for Finger Vein Recognition
by: Xiongjun Li, et al.
Published: (2024-02-01)

Restoration of Motion Blurred Image by Modified DeblurGAN for Enhancing the Accuracies of Finger-Vein Recognition
by: Jiho Choi, et al.
Published: (2021-07-01)

Deep Learning Approach for Multimodal Biometric Recognition System Based on Fusion of Iris, Face, and Finger Vein Traits
by: Nada Alay, et al.
Published: (2020-09-01)

RMOBF-Net: Network for the Restoration of Motion and Optical Blurred Finger-Vein Images for Improving Recognition Accuracy
by: Jiho Choi, et al.
Published: (2022-10-01)

A New Enhancement Edge Detection of Finger-Vein Identification for Carputer System
by: Chih-Hsien Hsia, et al.
Published: (2022-10-01)

ViT-Cap: A Novel Vision Transformer-Based Capsule Network Model for Finger Vein Recognition
by: Yupeng Li, et al.
Published: (2022-10-01)

High-Density Surface EMG-Based Gesture Recognition Using a 3D Convolutional Neural Network
by: Jiangcheng Chen, et al.
Published: (2020-02-01)

Rancang Bangun Alat Pengenal Finger Vein Menggunakan Raspberry Pi dengan Metode Convolutional Neural Network (CNN)
by: Barlian Henryranu Prasetio, et al.
Published: (2023-12-01)

Functional Gait Assessment Using Manual, Semi-Automated and Deep Learning Approaches Following Standardized Models of Peripheral Nerve Injury in Mice
by: Daniel Umansky, et al.
Published: (2022-09-01)

Combined Deep Learning of Fundus Images and Fluorescein Angiography for Retinal Artery/Vein Classification
by: Sojung Go, et al.
Published: (2022-01-01)

The Application and Improvement of Deep Neural Networks in Environmental Sound Recognition
by: Yu-Kai Lin, et al.
Published: (2020-08-01)

A Modified YOLOv4 Deep Learning Network for Vision-Based UAV Recognition
by: Farzaneh Dadrass Javan, et al.
Published: (2022-06-01)

Image Perturbation-Based Deep Learning for Face Recognition Utilizing Discrete Cosine Transform
by: Jaehun Park, et al.
Published: (2021-12-01)

Deep Learning Techniques Applied to Predict and Measure Finger Movement in Patients with Multiple Sclerosis
by: Dmitry Viatkin, et al.
Published: (2021-04-01)

City Architectural Color Recognition Based on Deep Learning and Pattern Recognition
by: Yi Zhuang, et al.
Published: (2023-10-01)

Sim-to-Real Transfer in Deep Learning for Agitation Evaluation of Biogas Power Plants
by: Andreas Heller, et al.
Published: (2023-07-01)

Solar-Powered Deep Learning-Based Recognition System of Daily Used Objects and Human Faces for Assistance of the Visually Impaired
by: Bernardo Calabrese, et al.
Published: (2020-11-01)

FV-EffResNet: an efficient lightweight convolutional neural network for finger vein recognition
by: Yusuf Suleiman Tahir, et al.
Published: (2024-02-01)

A Novel Hybrid Deep Neural Network for Predicting Athlete Performance Using Dynamic Brain Waves
by: Yu-Hung Tsai, et al.
Published: (2023-02-01)