秦华锋｜重庆工商大学｜学者主页

2026

企业需求导向下大数据智能化专业人才核心能力评价体系构建——以“数字图像处理”课程为例

宋群，秦华锋，胡海龙

《中外企业文化》

2026

ATAuth: Adaptive Transformer-Based Continuous Authentication via Neural Architecture Search

Yantao Li, Yi Zhou, Wenyan Zhao, Huafeng Qin, Hongyu Huang, Shaojiang Deng

IEEE Internet of Things Journal

DOI

2026

CRAFTAuth: Contextual Reconstruction and Adaptive Fusion Transformer for Sensor-Based Continuous Authentication

Yantao Li, Yu Cheng, Hongyu Huang, Huafeng Qin, Shaojiang Deng

IEEE Internet of Things Journal

DOI

2026

TMCAuth: Sensor-Based Continuous Authentication Using TCN in Memory Cross-Fusion Autoencoder

Y Li, Zhenglu He, Huafeng Qin, Shaojiang Deng

IEEE Transactions on Mobile Computing

DOI

2026

GMACAuth: Generative Continuous Authentication via Memory-Augmented Causal Attention

Yantao Li, Yuhang Zhou, Hailong Hu, Huafeng Qin

IEEE International Conference on Distributed Computing Systems (ICDCS)

DOI

2026

Neural Architecture Search-Based Global–Local Vision Mamba for Palm-Vein Recognition

Huafeng Qin, Yuming Fu, Chen Jing, Mounîm A. El‐Yacoubi, Xinbo Gao, Feng Xi

IEEE Transactions on Information Forensics and Security

DOI

2026

LACE: Learnable Adaptive Cross-Entropy Loss for Vein Recognition

Xianghuai Liu, Haiyang Li, Hailong Hu, Huafeng Qin

Lecture notes in computer science

DOI

2026

EC-PVGAN: Affine-Equivariant Generative Adversarial Data Augmentation for Palm-Vein Identification

Hulei Deng, Haiyang Li, Hailong Hu, Huafeng Qin

Lecture notes in computer science

DOI

2026

SPA: Stable and Precise Alignment for Efficient Cross-Domain Palmprint Recognition

Song Ruan, Y Li, Huafeng Qin, Naeha Sharif, Farid Boussaïd, Mohammed Bennamoun

IEEE Transactions on Information Forensics and Security

DOI

2026

Multi-scale Attention BGRU for Full-View Finger-Vein Recognition

Huafeng Qin, Zhipeng Xiong, Mounîm A. El‐Yacoubi, Hailong Hu

IEEE Transactions on Biometrics Behavior and Identity Science

DOI

2025

Lightweight Vein Recognition for Secure IoT Edge Devices: A Channel-wise Attention Approach for Big Data Biometrics

Yuming Fu, Jing Chen, Haiyang Li, Qun Song, Feng Xi, Huafeng Qin, Shuqiang Yang

International Conference on Big Data and Internet of Things (BDIOT)

DOI

2025

Contrastive Learning-Based Finger-Vein Recognition Using Frequency-Mixup Augmentation and Time-Frequency Feature Fusion

Yantao Li, Lian Zhou, Huaxiu Luo, Huafeng Qin, Shaojiang Deng

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

DOI

2025

StarMixup: A More Suitable Mixup Method for Palm-Vein Identification

Xin Jin, Hongyu Zhu, Simon James Fong, João Alexandre Lôbo Marques, Huafeng Qin, Yun Jiang

International Symposium on Computational and Business Intelligence (ISCBI)

DOI

2025

MixCFormer: A CNN–Transformer Hybrid with Mixup Augmentation for Enhanced Finger Vein Attack Detection

Zhaodi Wang, Shuqiang Yang, Huafeng Qin, Yike Liu, Junqiang Wang

Electronics

DOI

2025

EmMixformer: Mix Transformer for Eye Movement Recognition

Huafeng Qin, Hongyu Zhu, Xin Jin, Qun Song, Mounîm A. El‐Yacoubi, Xinbo Gao

IEEE Transactions on Instrumentation and Measurement

DOI

2025

WTxGRN: Wavelet Transform-Based Extended Gated Recurrent Network for Palm Vein Recognition

Huafeng Qin, Yuming Fu, Chen Jing, Qun Song, Yantao Li, Mounîm A. El‐Yacoubi, Dexing Zhong

IEEE Transactions on Information Forensics and Security

DOI

2025

EM-DARTS: Hierarchical Differentiable Architecture Search for Eye Movement Recognition

Huafeng Qin, Hongyu Zhu, Xin Jin, Xin Yu, Mounîm A. El‐Yacoubi, Shuqiang Yang

IEEE Transactions on Instrumentation and Measurement

DOI

2025

Relax DARTS: Relaxing the Constraints of Differentiable Architecture Search for Eye Movement Recognition

Hongyu Zhu, Xin Jin, Hongchao Liao, Yan Xiang, Mounîm A. El‐Yacoubi, Huafeng Qin

Lecture notes in computer science

DOI

2025

Research on Finger Vein Recognition Algorithm Based on Wavelet‐Transformer

Shuqiang Yang, Zhaodi Wang, Huafeng Qin, Yike Liu, Junqiang Wang

Electronics Letters

DOI

2025

AdVeinSAM: Adversarial Learning-Based Large Model for Palm-Vein Feature Segmentation

Huafeng Qin, Hulei Deng, Hailong Hu, Yantao Li, Mounîm A. El‐Yacoubi

IEEE Transactions on Information Forensics and Security

DOI

2024

基于深度学习的K近邻图迭代静脉识别算法研究

王闪闪，巩长庆，秦华锋，王军，李艳涛，杨数强

《智能系统学报》

2024

Memory-Augmented Autoencoder Based Continuous Authentication on Smartphones With Conditional Transformer GANs

Yantao Li, Li Liu, Shao-Jiang Deng, Huafeng Qin, Mounîm A. El-Yacoubi, Gang Zhou

IEEE Transactions on Mobile Computing

DOI

2024

SUMix: Mixup with Semantic and Uncertain Information

Huafeng Qin, Xin Jin, Hongyu Zhu, Hongchao Liao, Mounîm A. El‐Yacoubi, Xinbo Gao

Lecture notes in computer science

DOI

2024

Enhancing Dynamic Hand Gesture Recognition through Optimized Feature Selection using Double Machine Learning

Keyue Yan, Chi Fai Lam, Simon James Fong, João Alexandre Lôbo Marques, Qun Song, Huafeng Qin

International Conference on Big Data and Internet of Things (BDIOT)

DOI

2024

Deep Reinforcement Learning-Based Feature Extraction and Encoding for Finger-Vein Verification

Yantao Li, Chao Fan, Huafeng Qin, Shaojiang Deng, Mounîm A. El‐Yacoubi, Gang Zhou

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2024

Canny-based palm vein recognition algorithm

Xiong Zhipeng, Liao Hongchao, Shanshan Wang, Yiquan Wu, Huafeng Qin, Yang Shuqiang

International Conference on Computer Graphics, Artificial Intelligence, and Data Processing (ICCAID)

DOI

2024

Attention Label Learning to Enhance Interactive Vein Transformer for Palm-Vein Recognition

Huafeng Qin, Changqing Gong, Yantao Li, Mounîm A. El‐Yacoubi, Xinbo Gao, Jun Wang

IEEE Transactions on Biometrics Behavior and Identity Science

DOI

2024

LSFM: Light Style and Feature Matching for Efficient Cross-Domain Palmprint Recognition

Song Ruan, Yantao Li, Huafeng Qin

IEEE Transactions on Information Forensics and Security

DOI

2024

Mixed Automatic Adversarial Augmentation Network for Finger-Vein Recognition

Yantao Li, Congyi Tang, Shaojiang Deng, Huafeng Qin, Hongyu Huang

IEEE Transactions on Instrumentation and Measurement

DOI

2024

Attention BLSTM-Based Temporal-Spatial Vein Transformer for Multi-View Finger-Vein Recognition

Huafeng Qin, Zhipeng Xiong, Yantao Li, Mounîm A. El‐Yacoubi, Jun Wang

IEEE Transactions on Information Forensics and Security

DOI

2024

Contrastive Learning-Based Finger-Vein Recognition with Automatic Adversarial Augmentation

Shaojiang Deng, Huaxiu Luo, Huafeng Qin, Yantao Li

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

DOI

2023

Local Attention Transformer-Based Full-View Finger-Vein Identification

Huafeng Qin, R. Hu, Mounîm A. El-Yacoubi, Yantao Li, Xin-Bo Gao

IEEE transactions on circuits and systems for video technology (Print)

DOI

2023

A deep ensemble learning method for single finger-vein identification

Chongwen Liu, Huafeng Qin, Qun Song, Huyong Yan, Fen Luo

Frontiers in Neurorobotics

DOI

2023

Transformer Based Defense GAN Against Palm-Vein Adversarial Attacks

Yantao Li, Song Ruan, Huafeng Qin, Shao-Jiang Deng, Mounîm A. El-Yacoubi

IEEE Transactions on Information Forensics and Security

DOI

2023

Adaptive Deep Feature Fusion for Continuous Authentication With Data Augmentation

Yantao Li, Li Liu, Huafeng Qin, Shao-Jiang Deng, Mounîm A. El-Yacoubi, Gang Zhou

IEEE Transactions on Mobile Computing

DOI

2023

Label Enhancement-Based Multiscale Transformer for Palm-Vein Recognition

Huafeng Qin, Chang-Qing Gong, Yantao Li, Xin-Bo Gao, Mounîm A. El-Yacoubi

IEEE Transactions on Instrumentation and Measurement

DOI

2023

AG-NAS: An Attention GRU-Based Neural Architecture Search for Finger-Vein Recognition

Huafeng Qin, Chao Fan, Shaojiang Deng, Yantao Li, Mounîm A. El‐Yacoubi, Gang Zhou

IEEE Transactions on Information Forensics and Security

DOI

2023

Adversarial Learning-Based Data Augmentation for Palm-Vein Identification

Huafeng Qin, Haofei Xi, Yantao Li, Mounîm A. El‐Yacoubi, Jun Wang, Xinbo Gao

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2023

Adversarial Contrastive Learning Based on Image Generation for Palm Vein Recognition

Yiquan Wu, Hongchao Liao, Hongyu Zhu, Xin Jin, Shuqiang Yang, Huafeng Qin

International Conference on Artificial Intelligence and Intelligent Information Processing (AIIIP)

DOI

2023

GRU-based Neural architecture search for finger-Vein identification

Shaojiang Deng, Chao Fan, Yantao Li, Huafeng Qin, Mounîm A. El‐Yacoubi, Gang Zhou

HAL (Le Centre pour la Communication Scientifique Directe)

2022

CGAN-DA: A Cross-Modality Domain Adaptation Model for Hand-Vein Biometric-based Authentication

Shu-Qiang Yang, Yiquan Wu, Xin Jin, M. El Yacoubi, Huafeng Qin

JOURNAL OF Cyber-Physical-Social Intelligence

DOI

2021

Multi-Scale and Multi-Direction GAN for CNN-Based Single Palm-Vein Identification

Huafeng Qin, Mounîm A. El-Yacoubi, Yantao Li, Chongwen Liu

IEEE Transactions on Information Forensics and Security

DOI

2021

Cross-Modality Domain Adaptation for hand-vein recognition

Shu-Qiang Yang, Huafeng Qin, Mounîm A. El-Yacoubi, Chongwen Liu

2021 International Conference on Cyber-Physical Social Intelligence (ICCSI)

DOI

2021

Ensemble Deep Learning Based Single Finger-Vein Recognition

Chong Liu, Huafeng Qin, Gongping Yang, Zheng-Wen Shen, Jun Wang

International Conference on Cognitive Systems and Signal Processing

DOI

2021

Non-Contact Heart Rate Detection Based on Hand Vein Transillumination Imaging

Shu-Qiang Yang, Deqiang Cheng, Jun Wang, Huafeng Qin, Yi-Ke Liu

Applied Sciences

DOI

2021

Hand-Dorsa Vein Recognition Based on Local Deep Feature

Yuqing Wang, Zheng-Wen Shen, Jun Wang, Gongping Yang, Huafeng Qin

International Conference on Cognitive Systems and Signal Processing

DOI

2020

手指静脉识别系统矩形阵列光源特性分析及优化设计

朱超平，秦华锋，刘启能

《计量学报》

2020

End-to-End Generative Adversarial Network for Palm-Vein Recognition

Huafeng Qin, M. El Yacoubi

International Conferences on Pattern Recognition and Artificial Intelligence

DOI

2020

Finger-Vein Pattern Restoration With Generative Adversarial Network

Shu-Qiang Yang, Huafeng Qin, Xia Liu, Jun Wang

IEEE Access

DOI

2019

高校模式识别课程改革与探讨

秦华锋，王兴琼

《电脑知识与技术》

DOI

2019

基于稀疏自编码的手指静脉图像分割

秦华锋，刘霞

《重庆工商大学学报(自然科学版)》

DOI

2019

An Iterative Deep Neural Network for Hand-Vein Verification

Huafeng Qin, M. El Yacoubi, Jihai Lin, Bo Liu

IEEE Access

DOI

2019

Finger-Vein Quality Assessment Based on Deep Features From Grayscale and Binary Images

Huafeng Qin, Mounîm A. El-Yacoubi

International journal of pattern recognition and artificial intelligence

DOI

2019

A Template Generation and Improvement Approach for Finger-Vein Recognition

Huafeng Qin, Peng Wang

Inf.

DOI

2019

Finger-Vein Verification Based on LSTM Recurrent Neural Networks

Huafeng Qin, Peng Wang

Applied Sciences

DOI

2018

基于深度置信网络的假手指静脉图像检测算法

刘霞，秦华锋

《重庆工商大学学报(自然科学版)》

2018

Deep Representation for Finger-Vein Image-Quality Assessment

Huafeng Qin, Mounîm A. El-Yacoubi

IEEE transactions on circuits and systems for video technology (Print)

DOI

2018

Finger-vein quality assessment by joint representation learning from grayscale and binary images

Huafeng Qin, Mounîm A. El‐Yacoubi

HAL (Le Centre pour la Communication Scientifique Directe)

2017

Finger-vein verification based on the curvature in Radon space

Huafeng Qin, Xiping He, Xingyan Yao, Hongbing Li

Expert Systems With Applications，Vol. 82

DOI

2017

ABC-SVM模型在手指静脉图像质量评估中的应用研究

胡晶晶，秦华锋，罗钦，周树林，曾建梅，李翠锦

《激光杂志》

2017

Finger-vein image quality evaluation based on the representation of grayscale and binary image

Huafeng Qin, Zi-Ran Chen, Xi-Ping He

Multimedia tools and applications

DOI

2017

Deep Representation-Based Feature Extraction and Recovering for Finger-Vein Verification

Huafeng Qin, Mounîm A. El-Yacoubi

IEEE Transactions on Information Forensics and Security

DOI

2015

Finger-Vein Quality Assessment by Representation Learning from Binary Images

Huafeng Qin, Mounîm A. El-Yacoubi

International Conference on Neural Information Processing

DOI

2014

数字图像处理课程教学方法探讨

秦华锋，王兴琼，康秋红

《电脑知识与技术》

2013

Finger-Vein Verification Based on Multi-Features Fusion

Huafeng Qin, Lan Qin, Lian Xue, Xi-Ping He, Cheng-Bo Yu, Xinyuan Liang

Italian National Conference on Sensors

DOI

2012

手指静脉图像质量评估与特征识别算法研究

秦华锋

《重庆大学》

2012

Quality assessment of finger-vein image

Huafeng Qin, Sheng Li, A. Kot, Lan Qin

Proceedings of The 2012 Asia Pacific Signal and Information Processing Association Annual Summit and Conference

2012

Gabor-based weighted region covariance matrix for face recognition

Huafeng Qin, Lan Qin, Lian Xue, C.-B. Yu

DOI

2012

A Kernel Gabor-Based Weighted Region Covariance Matrix for Face Recognition

Huafeng Qin, Lan Qin, Lian Xue, Yantao Li

Italian National Conference on Sensors

DOI

2011

Region growth-based feature extraction method for finger-vein recognition

Huafeng Qin, Lan Qin, Cheng-Bo Yu

DOI

2009

手指静脉识别技术研究

秦华锋

《重庆理工大学》

2009

Finger-vein image recognition combining modified Hausdorff distance with minutiae feature matching

Cheng-Bo Yu, Huafeng Qin, Yan-Zhe Cui, Xiao-Qian Hu

Interdisciplinary Sciences Computational Life Sciences

DOI

2008

基于人体手指静脉特征提取算法的研究

秦华锋，余成波

《计算机工程与设计》

2008

基于CCD的手指静脉身份识别系统的研制

余成波，张睿，秦华锋

《半导体光电》

2008

Research on extracting human finger vein pattern characteristics

Cheng-Bo Yu, Huafeng Qin

World Congress on Intelligent Control and Automation

DOI

2008

Development of An Identity Recognition System Based on CCD Finger Vein Image

Huafeng Qin

精选作品

期刊论文

企业需求导向下大数据智能化专业人才核心能力评价体系构建——以“数字图像处理”课程为例

ATAuth: Adaptive Transformer-Based Continuous Authentication via Neural Architecture Search

CRAFTAuth: Contextual Reconstruction and Adaptive Fusion Transformer for Sensor-Based Continuous Authentication

TMCAuth: Sensor-Based Continuous Authentication Using TCN in Memory Cross-Fusion Autoencoder

GMACAuth: Generative Continuous Authentication via Memory-Augmented Causal Attention

Neural Architecture Search-Based Global–Local Vision Mamba for Palm-Vein Recognition

LACE: Learnable Adaptive Cross-Entropy Loss for Vein Recognition

EC-PVGAN: Affine-Equivariant Generative Adversarial Data Augmentation for Palm-Vein Identification

SPA: Stable and Precise Alignment for Efficient Cross-Domain Palmprint Recognition

Multi-scale Attention BGRU for Full-View Finger-Vein Recognition

Lightweight Vein Recognition for Secure IoT Edge Devices: A Channel-wise Attention Approach for Big Data Biometrics

Contrastive Learning-Based Finger-Vein Recognition Using Frequency-Mixup Augmentation and Time-Frequency Feature Fusion

StarMixup: A More Suitable Mixup Method for Palm-Vein Identification

MixCFormer: A CNN–Transformer Hybrid with Mixup Augmentation for Enhanced Finger Vein Attack Detection

EmMixformer: Mix Transformer for Eye Movement Recognition

WTxGRN: Wavelet Transform-Based Extended Gated Recurrent Network for Palm Vein Recognition

EM-DARTS: Hierarchical Differentiable Architecture Search for Eye Movement Recognition

Relax DARTS: Relaxing the Constraints of Differentiable Architecture Search for Eye Movement Recognition

Research on Finger Vein Recognition Algorithm Based on Wavelet‐Transformer

AdVeinSAM: Adversarial Learning-Based Large Model for Palm-Vein Feature Segmentation

基于深度学习的K近邻图迭代静脉识别算法研究

Memory-Augmented Autoencoder Based Continuous Authentication on Smartphones With Conditional Transformer GANs

SUMix: Mixup with Semantic and Uncertain Information

Enhancing Dynamic Hand Gesture Recognition through Optimized Feature Selection using Double Machine Learning

Deep Reinforcement Learning-Based Feature Extraction and Encoding for Finger-Vein Verification

Canny-based palm vein recognition algorithm

Attention Label Learning to Enhance Interactive Vein Transformer for Palm-Vein Recognition

LSFM: Light Style and Feature Matching for Efficient Cross-Domain Palmprint Recognition

Mixed Automatic Adversarial Augmentation Network for Finger-Vein Recognition

Attention BLSTM-Based Temporal-Spatial Vein Transformer for Multi-View Finger-Vein Recognition

Contrastive Learning-Based Finger-Vein Recognition with Automatic Adversarial Augmentation

Local Attention Transformer-Based Full-View Finger-Vein Identification

A deep ensemble learning method for single finger-vein identification

Transformer Based Defense GAN Against Palm-Vein Adversarial Attacks

Adaptive Deep Feature Fusion for Continuous Authentication With Data Augmentation

Label Enhancement-Based Multiscale Transformer for Palm-Vein Recognition

AG-NAS: An Attention GRU-Based Neural Architecture Search for Finger-Vein Recognition

Adversarial Learning-Based Data Augmentation for Palm-Vein Identification

Adversarial Contrastive Learning Based on Image Generation for Palm Vein Recognition

GRU-based Neural architecture search for finger-Vein identification

CGAN-DA: A Cross-Modality Domain Adaptation Model for Hand-Vein Biometric-based Authentication

Multi-Scale and Multi-Direction GAN for CNN-Based Single Palm-Vein Identification

Cross-Modality Domain Adaptation for hand-vein recognition

Ensemble Deep Learning Based Single Finger-Vein Recognition

Non-Contact Heart Rate Detection Based on Hand Vein Transillumination Imaging

Hand-Dorsa Vein Recognition Based on Local Deep Feature

手指静脉识别系统矩形阵列光源特性分析及优化设计

End-to-End Generative Adversarial Network for Palm-Vein Recognition

Finger-Vein Pattern Restoration With Generative Adversarial Network

高校模式识别课程改革与探讨

基于稀疏自编码的手指静脉图像分割

An Iterative Deep Neural Network for Hand-Vein Verification

Finger-Vein Quality Assessment Based on Deep Features From Grayscale and Binary Images

A Template Generation and Improvement Approach for Finger-Vein Recognition

Finger-Vein Verification Based on LSTM Recurrent Neural Networks

基于深度置信网络的假手指静脉图像检测算法

Deep Representation for Finger-Vein Image-Quality Assessment

Finger-vein quality assessment by joint representation learning from grayscale and binary images

Finger-vein verification based on the curvature in Radon space

ABC-SVM模型在手指静脉图像质量评估中的应用研究

Finger-vein image quality evaluation based on the representation of grayscale and binary image

Deep Representation-Based Feature Extraction and Recovering for Finger-Vein Verification

Finger-Vein Quality Assessment by Representation Learning from Binary Images

数字图像处理课程教学方法探讨

Finger-Vein Verification Based on Multi-Features Fusion

手指静脉图像质量评估与特征识别算法研究

Quality assessment of finger-vein image

Gabor-based weighted region covariance matrix for face recognition

A Kernel Gabor-Based Weighted Region Covariance Matrix for Face Recognition

Region growth-based feature extraction method for finger-vein recognition

手指静脉识别技术研究

Finger-vein image recognition combining modified Hausdorff distance with minutiae feature matching

基于人体手指静脉特征提取算法的研究

基于CCD的手指静脉身份识别系统的研制

Research on extracting human finger vein pattern characteristics

Development of An Identity Recognition System Based on CCD Finger Vein Image

会议论文

Palm-vein verification based on U-Net