4.7 Article

Few-Shot Learning for Palmprint Recognition via Meta-Siamese Network

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Artificial Intelligence

One-shot cross-dataset palmprint recognition via adversarial domain adaptation

Huikai Shao et al.

Summary: This paper presents a novel cross-dataset palmprint recognition method that only requires one labeled sample per subject in the target dataset. By introducing adversarial domain adaptation, the method improves the efficiency of feature extraction and matching. Experimental results show that the proposed method outperforms baseline models in cross-dataset palmprint verification and identification tasks.

NEUROCOMPUTING (2021)

Article Engineering, Electrical & Electronic

Deep Distillation Hashing for Unconstrained Palmprint Recognition

Huikai Shao et al.

Summary: This study established a new palmprint benchmark dataset with over 20,000 images and proposed a novel deep distillation hashing algorithm for efficient deep palmprint recognition. Experimental results show that using this algorithm can improve the accuracy of palmprint identification and the efficiency of verification.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2021)

Article Computer Science, Artificial Intelligence

Towards Cross-Dataset Palmprint Recognition Via Joint Pixel and Feature Alignment

Huikai Shao et al.

Summary: A novel deep learning framework for palmprint recognition across different datasets is proposed in this study, utilizing joint pixel and feature alignment to extract adaptive features from source and target datasets. Experimental results show that the model outperforms others and significantly improves the accuracy of cross-dataset identification and verification error rate.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2021)

Article Engineering, Electrical & Electronic

Local Discriminant Direction Binary Pattern for Palmprint Representation and Recognition

Lunke Fei et al.

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY (2020)

Article Computer Science, Artificial Intelligence

Deep discriminative representation for generic palmprint recognition

Shuping Zhao et al.

PATTERN RECOGNITION (2020)

Article Engineering, Electrical & Electronic

Joint Multiview Feature Learning for Hand-Print Recognition

Lunke Fei et al.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2020)

Article Computer Science, Information Systems

3D Room Layout Estimation From a Single RGB Image

Chenggang Yan et al.

IEEE TRANSACTIONS ON MULTIMEDIA (2020)

Review Computer Science, Information Systems

Toward Unconstrained Palmprint Recognition on Consumer Devices: A Literature Review

Adrian-Stefan Ungureanu et al.

IEEE ACCESS (2020)

Article Computer Science, Theory & Methods

Palmprint Recognition in Uncontrolled and Uncooperative Environment

Wojciech Michal Matkowski et al.

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (2020)

Article Computer Science, Artificial Intelligence

Automated Latent Fingerprint Recognition

Kai Cao et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2019)

Article Computer Science, Artificial Intelligence

Decade progress of palmprint recognition: A brief survey

Dexing Zhong et al.

NEUROCOMPUTING (2019)

Article Engineering, Electrical & Electronic

A Thermal Infrared Face Database With Facial Landmarks and Emotion Labels

Marcin Kopaczka et al.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2019)

Article Engineering, Electrical & Electronic

Few-shot palmprint recognition via graph neural networks

Huikai Shao et al.

ELECTRONICS LETTERS (2019)

Article Computer Science, Artificial Intelligence

Learning Discriminant Direction Binary Palmprint Descriptor

Lunke Fei et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2019)

Article Computer Science, Theory & Methods

PalmNet: Gabor-PCA Convolutional Networks for Touchless Palmprint Recognition

A. Genovese et al.

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (2019)

Article Computer Science, Theory & Methods

A Hand-Based Multi-Biometrics via Deep Hashing Network and Biometric Graph Matching

Dexing Zhong et al.

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (2019)

Article Computer Science, Artificial Intelligence

Multi-orientation and multi-scale features discriminant learning for palmprint recognition

Fei Ma et al.

NEUROCOMPUTING (2019)

Proceedings Paper Computer Science, Artificial Intelligence

Efficient Deep Paimprint Recognition via Distilled Hashing Coding

Huikai Shao et al.

2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW 2019) (2019)

Proceedings Paper Computer Science, Software Engineering

PALMGAN FOR CROSS-DOMAIN PALMPRINT RECOGNITION

Huikai Shao et al.

2019 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME) (2019)

Proceedings Paper Computer Science, Software Engineering

LOW-SHOT PALMPRINT RECOGNITION BASED ON META-SIAMESE NETWORK

Xuefeng Du et al.

2019 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME) (2019)

Article Automation & Control Systems

Discriminative and Robust Competitive Code for Palmprint Recognition

Yong Xu et al.

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2018)

Proceedings Paper Mathematical & Computational Biology

Palmprint Recognition Using Siamese Network

Dexing Zhong et al.

BIOMETRIC RECOGNITION, CCBR 2018 (2018)

Article Engineering, Electrical & Electronic

Unconstrained Palmprint as a Smartphone Biometric

Adrian-Stefan Ungureanu et al.

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS (2017)

Article Computer Science, Artificial Intelligence

Palmprint Recognition Based on Complete Direction Representation

Wei Jia et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2017)

Article Computer Science, Artificial Intelligence

Double-orientation code and nonlinear matching scheme for palmprint recognition

Lunke Fei et al.

PATTERN RECOGNITION (2016)

Article Computer Science, Artificial Intelligence

Local line directional pattern for palmprint recognition

Yue-Tong Luo et al.

PATTERN RECOGNITION (2016)

Article Computer Science, Artificial Intelligence

PCANet: A Simple Deep Learning Baseline for Image Classification?

Tsung-Han Chan et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2015)

Article Computer Science, Artificial Intelligence

Metalearning: a survey of trends and technologies

Christiane Lemke et al.

ARTIFICIAL INTELLIGENCE REVIEW (2015)

Article Engineering, Electrical & Electronic

Fragile Bits in Palmprint Recognition

Lin Zhang et al.

IEEE SIGNAL PROCESSING LETTERS (2012)

Article Computer Science, Artificial Intelligence

Personal Identification Using Multibiometrics Rank-Level Fusion

Ajay Kumar et al.

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS (2011)

Article Engineering, Electrical & Electronic

An Online System of Multispectral Palmprint Verification

David Zhang et al.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2010)

Review Computer Science, Artificial Intelligence

A survey of palmprint recognition

Adams Kong et al.

PATTERN RECOGNITION (2009)

Article Computer Science, Artificial Intelligence

Orientation selection using modified FCM for competitive code-based palmprint recognition

Feng Yue et al.

PATTERN RECOGNITION (2009)

Article Computer Science, Artificial Intelligence

Palmprint verification using binary orientation co-occurrence vector

Zhenhua Guo et al.

PATTERN RECOGNITION LETTERS (2009)

Article Engineering, Electrical & Electronic

An introduction to biometric recognition

AK Jain et al.

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY (2004)

Article Computer Science, Artificial Intelligence

Regularized discriminant analysis for the small sample size problem in face recognition

JW Lu et al.

PATTERN RECOGNITION LETTERS (2003)