AIMC Topic: Biometric Identification

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Enhanced multimodal biometric recognition systems based on deep learning and traditional methods in smart environments.

PloS one Feb 15, 2024
In the field of data security, biometric security is a significant emerging concern. The multimodal biometrics system with enhanced accuracy and detection rate for smart environments is still a significant challenge. The fusion of an electrocardiogra...
Electrocardiography Deep Learning Biometry Biometric Identification Neural Networks, Computer
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Secure and privacy improved cloud user authentication in biometric multimodal multi fusion using blockchain-based lightweight deep instance-based DetectNet.

Network (Bristol, England) Jan 31, 2024
This research introduces an innovative solution addressing the challenge of user authentication in cloud-based systems, emphasizing heightened security and privacy. The proposed system integrates multimodal biometrics, deep learning (Instance-based l...
Deep Learning Privacy Humans Cloud Computing Blockchain Computer Security Biometric Identification
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Enhancement, integration, expansion: Activating representation of detailed features for occluded person re-identification.

Neural networks : the official journal of the International Neural Network Society Nov 7, 2023
A proposed method, Enhancement, integration, and Expansion, aims to activate the representation of detailed features for occluded person re-identification. Region and context are two important and complementary features, and integrating them in an oc...
Humans Biometric Identification Neural Networks, Computer
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A Scalable Open-Set ECG Identification System Based on Compressed CNNs.

IEEE transactions on neural networks and learning systems Aug 4, 2023
Deep learning (DL) is known for its excellence in feature learning and its ability to deliver high-accuracy results. Its application to ECG biometric recognition has received increasing interest but is also accompanied by several deficiencies. In thi...
Neural Networks, Computer Algorithms Humans Biometry Biometric Identification Electrocardiography
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A Smart Pen Based on Triboelectric Effects for Handwriting Pattern Tracking and Biometric Identification.

ACS applied materials & interfaces Oct 18, 2022
The rapid development of artificial intelligence places high demands on human-machine interfaces. Various types of huma-machine interfaces have been implemented, including smart keyboards, electronic skins, and wearable motion sensors. Handwriting be...
Motion Handwriting Biometric Identification Humans Artificial Intelligence
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Iris Recognition Method Based on Parallel Iris Localization Algorithm and Deep Learning Iris Verification.

Sensors (Basel, Switzerland) Oct 12, 2022
Biometric recognition technology has been widely used in various fields of society. Iris recognition technology, as a stable and convenient biometric recognition technology, has been widely used in security applications. However, the iris images coll...
Biometric Identification Algorithms Iris Neural Networks, Computer Deep Learning
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Explaining One-Dimensional Convolutional Models in Human Activity Recognition and Biometric Identification Tasks.

Sensors (Basel, Switzerland) Jul 28, 2022
Due to wearables' popularity, human activity recognition (HAR) plays a significant role in people's routines. Many deep learning (DL) approaches have studied HAR to classify human activities. Previous studies employ two HAR validation approaches: sub...
Neural Networks, Computer Humans Biometric Identification Databases, Factual Human Activities
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Deep Learning for Person Re-Identification: A Survey and Outlook.

IEEE transactions on pattern analysis and machine intelligence May 5, 2022
Person re-identification (Re-ID) aims at retrieving a person of interest across multiple non-overlapping cameras. With the advancement of deep neural networks and increasing demand of intelligent video surveillance, it has gained significantly increa...
Biometric Identification Image Processing, Computer-Assisted Algorithms Deep Learning Neural Networks, Computer Humans
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LHPE-nets: A lightweight 2D and 3D human pose estimation model with well-structural deep networks and multi-view pose sample simplification method.

PloS one Feb 23, 2022
The cross-view 3D human pose estimation model has made significant progress, it better completed the task of human joint positioning and skeleton modeling in 3D through multi-view fusion method. The multi-view 2D pose estimation part of this model is...
Humans Deep Learning Posture Biometric Identification Imaging, Three-Dimensional
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A Two-Stream Dynamic Pyramid Representation Model for Video-Based Person Re-Identification.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Jul 12, 2021
Video-based person re-identification (Re-ID) leverages rich spatio-temporal information embedded in sequence data to further improve the retrieval accuracy comparing with single image Re-ID. However, it also brings new difficulties. 1) Both spatial a...
Biometric Identification Image Processing, Computer-Assisted Video Recording Neural Networks, Computer Pedestrians Humans Algorithms
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