4.6 Article

Triple-Type Feature Extraction for Palmprint Recognition

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

Jointly Heterogeneous Palmprint Discriminant Feature Learning

Lunke Fei et al.

Summary: This article presents a method for learning and encoding heterogeneous palmprint features, which can improve recognition performance. The method automatically learns discriminant binary codes and jointly extracts discriminant features from different modalities, suitable for various types of heterogeneous palmprint recognition.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2022)

Article Computer Science, Information Systems

Jointly learning multi-instance hand-based biometric descriptor

Lunke Fei et al.

Summary: This paper proposes a method for biometric recognition based on joint multi-instance hand-based biometric feature learning, which aims to achieve compact feature descriptor by learning discriminative features and collaborative representations of biometric traits. Experimental results demonstrate the effectiveness of the proposed method.

INFORMATION SCIENCES (2021)

Article Computer Science, Information Systems

Learning Compact Multifeature Codes for Palmprint Recognition From a Single Training Image per Palm

Lunke Fei et al.

Summary: In this article, a multifeature learning method is proposed for compactly learning palmprint recognition multifeature codes with a single training sample. By jointly learning discriminative multifeatures from multi-type data vectors and adaptively learning the optimal weights of multi-type features, the proposed method achieves high recognition performance. Extensive experimental results on six benchmark palmprint databases demonstrate the effectiveness of the approach.

IEEE TRANSACTIONS ON MULTIMEDIA (2021)

Article Computer Science, Artificial Intelligence

Learning Complete and Discriminative Direction Pattern for Robust Palmprint Recognition

Shuping Zhao et al.

Summary: This study proposes to learn complete and discriminative direction patterns for palmprint recognition. It extracts complete and salient local direction patterns, learns sparse and discriminative directions from them, and concatenates the projected features to form a complete and discriminative direction feature. Experimental results demonstrate the effectiveness of the proposed method on seven palmprint databases and three noisy datasets.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2021)

Article Computer Science, Information Systems

A comprehensive overview of feature representation for biometric recognition

Imad Rida et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2020)

Article Computer Science, Artificial Intelligence

Fingerprint pore matching using deep features

Feng Liu et al.

PATTERN RECOGNITION (2020)

Article Engineering, Electrical & Electronic

Feature Extraction for 3-D Palmprint Recognition: A Survey

Lunke Fei et al.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2020)

Article Computer Science, Information Systems

Palmprint identification using sparse and dense hybrid representation

Somaya Al Maadeed et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2019)

Article Computer Science, Artificial Intelligence

Palmprint recognition with an efficient data driven ensemble classifier

Imad Rida et al.

PATTERN RECOGNITION LETTERS (2019)

Article Automation & Control Systems

Feature Extraction Methods for Palmprint Recognition: A Survey and Evaluation

Lunke Fei et al.

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2019)

Article Computer Science, Artificial Intelligence

Learning Discriminant Direction Binary Palmprint Descriptor

Lunke Fei et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2019)

Review Computer Science, Artificial Intelligence

Robust gait recognition: a comprehensive survey

Imad Rida et al.

IET BIOMETRICS (2019)

Review Computer Science, Artificial Intelligence

Multibiometric fusion strategy and its applications: A review

Sandip Kumar Singh Modak et al.

INFORMATION FUSION (2019)

Article Computer Science, Information Systems

Local apparent and latent direction extraction for palmprint recognition

Lunke Fei et al.

INFORMATION SCIENCES (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, Artificial Intelligence

Simultaneous Local Binary Feature Learning and Encoding for Homogeneous and Heterogeneous Face Recognition

Jiwen Lu et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2018)

Article Automation & Control Systems

Discriminative and Robust Competitive Code for Palmprint Recognition

Yong Xu et al.

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2018)

Article Computer Science, Information Systems

Palmprint Identification Using an Ensemble of Sparse Representations

Imad Rida et al.

IEEE ACCESS (2018)

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

A 3D Feature Descriptor Recovered from a Single 2D Palmprint Image

Qian Zheng et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2016)

Article Computer Science, Artificial Intelligence

Low-rank representation integrated with principal line distance for contactless palmprint recognition

Lunke Fei et al.

NEUROCOMPUTING (2016)

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

Developing a contactless palmprint authentication system by introducing a novel ROI extraction method

Murat Aykut et al.

IMAGE AND VISION COMPUTING (2015)

Article Computer Science, Artificial Intelligence

Ordinal Feature Selection for Iris and Palmprint Recognition

Zhenan Sun et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2014)

Article Automation & Control Systems

Histogram of Oriented Lines for Palmprint Recognition

Wei Jia et al.

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2014)

Article Computer Science, Theory & Methods

A Comparative Study of Palmprint Recognition Algorithms

David Zhang et al.

ACM COMPUTING SURVEYS (2012)

Article Engineering, Electrical & Electronic

Fragile Bits in Palmprint Recognition

Lin Zhang et al.

IEEE SIGNAL PROCESSING LETTERS (2012)

Article Computer Science, Artificial Intelligence

A Unified Framework for Biometric Expert Fusion Incorporating Quality Measures

Norman Poh et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2012)

Article Computer Science, Artificial Intelligence

Robust and Efficient Ridge-Based Palmprint Matching

Jifeng Dai et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2012)

Article Engineering, Electrical & Electronic

Robust Facial Expression Recognition Based on Local Directional Pattern

Taskeed Jabid et al.

ETRI JOURNAL (2010)

Review Computer Science, Artificial Intelligence

A survey of palmprint recognition

Adams Kong 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 Computer Science, Artificial Intelligence

Palmprint verification based on robust line orientation code

Wei Jia et al.

PATTERN RECOGNITION (2008)

Article Computer Science, Artificial Intelligence

Palmprint verification based on principal lines

De-Shuang Huang et al.

PATTERN RECOGNITION (2008)

Article Computer Science, Artificial Intelligence

Face and palmprint pixel level fusion and Kernel DCV-RBF classifier for small sample biometric recognition

Xiao-Yuan Jing et al.

PATTERN RECOGNITION (2007)

Article Computer Science, Cybernetics

Palm line extraction and matching for personal authentication

Xiangqian Wu et al.

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS (2006)

Article Computer Science, Artificial Intelligence

Palmprint recognition using eigenpalms features

GM Lu et al.

PATTERN RECOGNITION LETTERS (2003)

Article Computer Science, Artificial Intelligence

Multiresolution gray-scale and rotation invariant texture classification with local binary patterns

T Ojala et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2002)