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 (...

Full description

Bibliographic Details
Published in:	Lecture Notes in Electrical Engineering
Main Author:	2-s2.0-85190385476
Format:	Conference paper
Language:	English
Published:	Springer Science and Business Media Deutschland GmbH 2024
Online Access:	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

Similar Items

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

The General Public Attitude Towards Eating Disorders in Malaysia
by: 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.
Published: (2023)

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

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

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

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

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

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

General Health Benefits and Pharmacological Activities of Triticum aestivum L.
by: 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.
Published: (2022)

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

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

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

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

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

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

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

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

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

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

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

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

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