A Review of ECG Biometrics: Generalization in Deep Learning with Attention Mechanisms

QR Code

A Review of ECG Biometrics: Generalization in Deep Learning with Attention Mechanisms

Common biometric systems like fingerprint and face recognition are more convenient in daily applications, but biological and behavioral characteristics of the biometrics features can be fabricated and digitally stolen. Thus, biometrics features with liveness detection such as the electrocardiogram (...

书目详细资料
发表在:	Lecture Notes in Electrical Engineering
主要作者:	2-s2.0-85190385476
格式:	Conference paper
语言:	English
出版:	Springer Science and Business Media Deutschland GmbH 2024
在线阅读:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85190385476&doi=10.1007%2f978-981-99-9005-4_57&partnerID=40&md5=8707407e04af68edbb028ce329e321e3

相似书籍

Image Fusion for Single-Trait Multimodal Biometrics: A Brief Review
由: 2-s2.0-85145433170
出版: (2022)

A methodology of nearest neighbor: Design and comparison of biometric image database
由: 2-s2.0-85014212341
出版: (2017)

DeeplabV3+ Model with CBAM and CSPM Attention Mechanism for Navel Orange Defects Segmentation
由: 2-s2.0-86000673018
出版: (2024)

A chip X-ray image bubble defect detection model combined with Dual-Former attention mechanism
由: 2-s2.0-85216873779
出版: (2025)

Deep Learning Model for Enhancing Automated Recycling Machine with Incentive Mechanisms
由: 2-s2.0-85202952430
出版: (2024)

NTS-CAM classification model with channel attention mechanism for grading In-Vitro Fertilization (IVF) blastocyst quality
由: 2-s2.0-85203417026
出版: (2024)

A chip X-ray image bubble defect detection model combined with Dual-Former attention mechanism
由: Li A.; Hamzah R.; Rahim S.K.N.A.
出版: (2025)

A chip X-ray image bubble defect detection model combined with Dual-Former attention mechanism
由: Li, et al.
出版: (2025)

Nonpharmacological Management of Dental Anxiety in the General Population and Individuals With Learning Disabilities: A Bibliometric Analysis
由: Ibrahim, et al.
出版: (2025)

Nonpharmacological Management of Dental Anxiety in the General Population and Individuals With Learning Disabilities: A Bibliometric Analysis
由: Ibrahim S.H.; Mohd F.N.; Yusof M.Y.P.M.; Chandra L.A.; Ahmi A.; Ahmad M.S.
出版: (2025)

A Review of Deep Learning Methods for Automatic Pain Assessment
由: 2-s2.0-86000233085
出版: (2024)

A New Attention Mechanism for Semi-Guided Annotation of Very Large-Scale Pavement Defect Labelling in Malaysia Road Images
由: Maruzuki M.I.F.; Osman M.K.; Setumin S.; Ibrahim A.
出版: (2024)

Review of Deep Learning-Based Hotspot Detection in Solar Photovoltaic Arrays
由: 2-s2.0-85191698409
出版: (2024)

Challenges and solutions of deep learning-based automated liver segmentation: A systematic review
由: 2-s2.0-85211072233
出版: (2025)

Accuracy Analysis of Deep Learning Methods in Breast Cancer Classification: A Structured Review
由: 2-s2.0-85148956575
出版: (2023)

A generalized hybrid distance measure for SVNS with an application in medical diagnosis
由: 2-s2.0-85212497386
出版: (2025)

A Review of Deep Learning Techniques for Lung Cancer Screening and Diagnosis Based on CT Images
由: 2-s2.0-85169056234
出版: (2023)

Knowledge-Grounded Attention-Based Neural Machine Translation Model
由: Israr, et al.
出版: (2025)

Handwriting Image Classification for Automated Diagnosis of Learning Disabilities: A Review on Deep Learning Models and Future Directions
由: Sukiman S.A.; Husin N.A.; Hamdan H.; Murad M.A.A.
出版: (2024)

The General Public Attitude Towards Eating Disorders in Malaysia
由: Navanethan D.; Soh T.S.; Azim D.H.F.; Thangarajan R.; Kabir M.S.; Shirin L.; Islam T.; Vytialingam N.; Tan S.Y.; Maung T.M.; Ahmed S.U.; Farzana Y.; Chia T.Y.; Gupalo S.; Nazmul M.H.M.
出版: (2023)

Challenges and solutions of deep learning-based automated liver segmentation: A systematic review
由: Ghobadi V.; Ismail L.I.; Wan Hasan W.Z.; Ahmad H.; Ramli H.R.; Norsahperi N.M.H.; Tharek A.; Hanapiah F.A.
出版: (2025)

Analysis of Attention in Child–Robot Interaction Among Children Diagnosed with Cognitive Impairment
由: 2-s2.0-85079160290
出版: (2021)

Energy efficient task scheduling based on deep reinforcement learning in cloud environment: A specialized review
由: 2-s2.0-85174552639
出版: (2024)

Efficiency of General Takaful Operators in Malaysia: Post Implementation of IFSA 2013
由: 2-s2.0-85174301297
出版: (2023)

Breast Cancer Classification Using Deep Learning
由: 2-s2.0-85167737571
出版: (2023)

Evaluation of Certain Definite Integrals Involving Generalized Hypergeometric Functions
由: Jayarama, et al.
出版: (2024)

General Health Benefits and Pharmacological Activities of Triticum aestivum L.
由: Moshawih S.; Abdullah Juperi R.N.A.; Paneerselvam G.S.; Ming L.C.; Liew K.B.; Goh B.H.; Al-Worafi Y.M.; Choo C.-Y.; Thuraisingam S.; Goh H.P.; Kifli N.
出版: (2022)

Lightweight White Blood Cells Detection Using Fusion of YOLOv5 and Attention Model
由: 2-s2.0-85199751285
出版: (2025)

Analysis of Attention in Child–Robot Interaction Among Children Diagnosed with Cognitive Impairment
由: Ismail L.I.; Hanapiah F.A.; Belpaeme T.; Dambre J.; Wyffels F.
出版: (2021)

The Advancement of Deep Learning in Non-Contrast Computed Tomography Angiography for Cardiovascular Imaging: A Systematic Review
由: Bakhtiar A.F.; Nordin S.; Ali A.M.; Kasim S.S.
出版: (2024)

Automated Glaucoma Screening and Diagnosis Based on Retinal Fundus Images Using Deep Learning Approaches: A Comprehensive Review
由: 2-s2.0-85164927945
出版: (2023)

Results of the COVID-19 mental health international for the general population (COMET-G) study
由: 2-s2.0-85118534432
出版: (2022)

Image Processing Approach for Grading IVF Blastocyst: A State-of-the-Art Review and Future Perspective of Deep Learning-Based Models
由: 2-s2.0-85146548647
出版: (2023)

Deep Learning on Histopathology Images for Breast Cancer Classification: A Bibliometric Analysis
由: 2-s2.0-85122017681
出版: (2022)

A deep learning approach in robot-assisted behavioral therapy for autistic children
由: 2-s2.0-85078254537
出版: (2019)

Intruder Detection from Video Surveillance Using Deep Learning
由: 2-s2.0-85206629131
出版: (2024)

Driving Behavior Recognition using Multiple Deep Learning Models
由: 2-s2.0-85132718900
出版: (2022)

Arabic Handwriting Classification using Deep Transfer Learning Techniques
由: 2-s2.0-85125867421
出版: (2022)

Object detection for autonomous vehicle with Lidar using deep learning
由: 2-s2.0-85098280266
出版: (2020)

Factors associated with attention deficit hyperactivity disorder symptoms among patients with substance use in Malaysia
由: Yusop M.R.M.; Mohamed S.; Jaris N.H.; Jamal A.
出版: (2024)