AIMC Topic: Biometry

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Leveraging Multiple Distinct EEG Training Sessions for Improvement of Spectral-Based Biometric Verification Results.

Sensors (Basel, Switzerland) Feb 11, 2023
Most studies on EEG-based biometry recognition report results based on signal databases, with a limited number of recorded EEG sessions using the same single EEG recording for both training and testing a proposed model. However, the EEG signal is hig...
Electrodes Biometry Databases, Factual Electroencephalography Humans Neural Networks, Computer
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Multi-Wavelength Biometric Acquisition System Utilizing Finger Vasculature NIR Imaging.

Sensors (Basel, Switzerland) Feb 10, 2023
Personal identification using analysis of the internal and external characteristics of the human finger is currently an intensively developed topic. The work in this field concerns new methods of feature extraction and image analysis, mainly using mo...
Biometry Upper Extremity Diagnostic Imaging Fingers Humans Artificial Intelligence
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Alternative additives associated in the feeding of laying hens: performance, biometrics, bone traits, and economic evaluation-an unsupervised machine learning approach.

Tropical animal health and production Feb 10, 2023
Given the current bans on the use of some growth promoting antibiotics in poultry nutrition, the need to use alternative additives which could replace traditional promoters in diets has arisen. The objective of this study was to evaluate the effect o...
Diet Poultry Chickens Female Animals Animal Feed Cost-Benefit Analysis Biometry Ovum Eggs Dietary Supplements Unsupervised Machine Learning
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Deep Learning-based Prediction of Axial Length Using Ultra-widefield Fundus Photography.

Korean journal of ophthalmology : KJO Feb 9, 2023
PURPOSE: To develop a deep learning model that can predict the axial lengths of eyes using ultra-widefield (UWF) fundus photography.
Middle Aged Deep Learning Retrospective Studies Aged Humans Fundus Oculi Biometry Diagnostic Techniques, Ophthalmological Photography Axial Length, Eye
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An introduction to causal inference for pharmacometricians.

CPT: pharmacometrics & systems pharmacology Dec 8, 2022
As formal causal inference begins to play a greater role in disciplines that intersect with pharmacometrics, such as biostatistics, epidemiology, and artificial intelligence/machine learning, pharmacometricians may increasingly benefit from a basic f...
Artificial Intelligence Causality Biometry Humans Confounding Factors, Epidemiologic Data Interpretation, Statistical
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An autonomous decision-making framework for gait recognition systems against adversarial attack using reinforcement learning.

ISA transactions Nov 24, 2022
Gait identification based on Deep Learning (DL) techniques has recently emerged as biometric technology for surveillance. We leveraged the vulnerabilities and decision-making abilities of the DL model in gait-based autonomous surveillance systems whe...
Neural Networks, Computer Technology Reinforcement, Psychology Gait Biometry
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Gait-ViT: Gait Recognition with Vision Transformer.

Sensors (Basel, Switzerland) Sep 28, 2022
Identifying an individual based on their physical/behavioral characteristics is known as biometric recognition. Gait is one of the most reliable biometrics due to its advantages, such as being perceivable at a long distance and difficult to replicate...
Pattern Recognition, Automated Neural Networks, Computer Biometry Gait
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Gait Recognition with Self-Supervised Learning of Gait Features Based on Vision Transformers.

Sensors (Basel, Switzerland) Sep 21, 2022
Gait is a unique biometric trait with several useful properties. It can be recognized remotely and without the cooperation of the individual, with low-resolution cameras, and it is difficult to obscure. Therefore, it is suitable for crime investigati...
Biometry Neural Networks, Computer Gait Endoscopy Supervised Machine Learning
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An affordable and easy-to-use tool for automatic fish length and weight estimation in mariculture.

Scientific reports Sep 19, 2022
Common aquaculture practices involve measuring fish biometrics at different growth stages, which is crucial for feeding regime management and for improving farmed fish welfare. Fish measurements are usually carried out manually on individual fish. Ho...
Biometry Fisheries Fishes Linear Models Animals Image Processing, Computer-Assisted Artificial Intelligence
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WoX+: A Meta-Model-Driven Approach to Mine User Habits and Provide Continuous Authentication in the Smart City.

Sensors (Basel, Switzerland) Sep 15, 2022
The literature is rich in techniques and methods to perform Continuous Authentication (CA) using biometric data, both physiological and behavioral. As a recent trend, less invasive methods such as the ones based on context-aware recognition allows th...
Artificial Intelligence Computers Biometry Cities Humans Habits Computer Security
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