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Federated Local Compact Representation Communication:Framework and Application: 《Machine Intelligence Research》2024年第6期1103-1120,共18页Zhengquan Luo Yunlong Wang Zilei Wang; National Natural Science Foundation of China(Nos.62176246,61836008,62006225,61906199 and 62071468);Strategic Priority Research Program of Chinese Academy of Sciences(CAS),China(No.XDA27040700);Beijing Nova Program,China(Nos.Z201100006820050 and Z211100002121010).; The core of federated learning(FL)is to transfer data diversity and distribution knowledge of cross-client domains.Al-though adopted by most FL methods,model-sharing-based communication has limitations such as unstabl...; 关键词：Federated learning representation learning domain adaptation BIOMETRICS iris recognition

Biometrics 2.0 for the Security of Smart Cities: 《Machine Intelligence Research》2024年第6期1121-1144,共24页Wei Jia Zhecheng Zhang Yang Zhao Hai Min Shujie Li; National Science Foundation of China(No.62076086).; In modern society,an increasing number of occasions need to effectively verify people's identities.Biometrics is the most ef-fective technology for personal authentication.Theoretical research on automated biometrics ...; 关键词：BIOMETRICS smart city SECURITY APPLICATION ARCHITECTURE

A Hand Features Based Fusion Recognition Network with Enhancing Multi-Modal Correlation: 《Computer Modeling in Engineering & Sciences》2024年第7期537-555,共19页Wei Wu Yuan Zhang Yunpeng Li Chuanyang Li YanHao; funded by the National Natural Science Foundation of China(61991413);the China Postdoctoral Science Foundation(2019M651142);the Natural Science Foundation of Liaoning Province(2021-KF-12-07);the Natural Science Foundations of Liaoning Province(2023-MS-322).; Fusing hand-based features in multi-modal biometric recognition enhances anti-spoofing capabilities.Additionally,it leverages inter-modal correlation to enhance recognition performance.Concurrently,the robustness and ...; 关键词：BIOMETRICS MULTI-MODAL CORRELATION deep learning feature-level fusion

Enhance the Performance of Directional Feature-based Palmprint Recognition by Directional Response Stability Measurement: 《Machine Intelligence Research》2024年第3期597-614,共18页Haitao Wang Wei Jia; supported by National Science Foundation of China(No.62076086).; Palmprint recognition is an emerging biometrics technology that has attracted increasing attention in recent years. Many palmprint recognition methods have been proposed, including traditional methods and deep learnin...; 关键词：BIOMETRICS palmprint recognition directional response stability directional coding-based methods directional feature

Geometric prior guided hybrid deep neural network for facial beauty analysis: 《CAAI Transactions on Intelligence Technology》2024年第2期467-480,共14页Tianhao Peng Mu Li Fangmei Chen Yong Xu David Zhang; Shenzhen Science and Technology Program,Grant/Award Number:ZDSYS20211021111415025;Shenzhen Institute of Artificial Intelligence and Robotics for Society;Youth Science and Technology Talents Development Project of Guizhou Education Department,Grant/Award Number:QianJiaoheKYZi[2018]459。; Facial beauty analysis is an important topic in human society.It may be used as a guidance for face beautification applications such as cosmetic surgery.Deep neural networks(DNNs)have recently been adopted for facial ...; 关键词：deep neural networks face analysis face biometrics image analysis

Dynamic Signature Verification Using Pattern Recognition: 《Journal of Software Engineering and Applications》2024年第5期214-227,共14页Emmanuel Nwabueze Ekwonwune Duroha Austin Ekekwe Chinyere Iheakachi Ubochi Henry Chinedu Oleribe; Dynamic signature is a biometric modality that recognizes an individual’s anatomic and behavioural characteristics when signing their name. The rampant case of signature falsification (Identity Theft) was the key mot...; 关键词：VERIFICATION SECURITY BIOMETRICS SIGNATURE AUTHENTICATION Model Pattern Recognition Dynamic

CASIA-Iris-Africa:A Large-scale African Iris Image Database: 《Machine Intelligence Research》2024年第2期383-399,共17页Jawad Muhammad Yunlong Wang Junxing Hu Kunbo Zhang Zhenan Sun; Iris biometrics is a phenotypic biometric trait that has proven to be agnostic to human natural physiological changes.Research on iris biometrics has progressed tremendously,partly due to publicly available iris datab...; 关键词：African iris recognition racial bias iris image database BIOMETRICS iris recognition

Extraction of intersecting palm-vein and palmprint features for cancellable identity verification: 《CAAI Transactions on Intelligence Technology》2024年第1期69-86,共18页Jaekwon Lee Beom-Seok Oh Kar-Ann Toh; National Research Foundation of Korea funded by the Ministry of Education,Science and Technology,Grant/Award Number:NRF-2021R1A2C1093425。; A novel method based on the cross-modality intersecting features of the palm-vein and the palmprint is proposed for identity verification.Capitalising on the unique geometrical relationship between the two biometric m...; 关键词：BIOMETRICS hand vein recognition hand-based biometrics multi-biometrics palmprint recognition

Feature extraction and learning approaches for cancellable biometrics:A survey: 《CAAI Transactions on Intelligence Technology》2024年第1期4-25,共22页Wencheng Yang Song Wang Jiankun Hu Xiaohui Tao Yan Li; Australian Research Council,Grant/Award Numbers:DP190103660,DP200103207,LP180100663;UniSQ Capacity Building Grants,Grant/Award Number:1008313。; Biometric recognition is a widely used technology for user authentication.In the application of this technology,biometric security and recognition accuracy are two important issues that should be considered.In terms o...; 关键词：BIOMETRICS feature extraction

A Novel Approach for Iris Recognition System Using Genetic Algorithm: 《Journal of Artificial Intelligence and Technology》2024年第1期9-17,共9页Jayesh Mohanrao Sarwade Sandip Bankar Surekha Janrao Kishor Sakure Rohini Patil Shudhodhan Bokefode Nilesh Kulal; In a brand new era,with chaotic scenario that exists within the world,people are undermined with diverse psychological assaults.There have been numerous sensible approaches on the way to understand and lessen those at...; 关键词：BIOMETRICS genetics algorithm(GA) iris recognition machine learning wavelet transformation

BIOMETRICS