AIMC Topic: Eye-Tracking Technology

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Eye-tracking fluoroscopy system: a new artificial intelligence-based system to communicate activate watching of the monitor during endoscopy.

Endoscopy Nov 11, 2022
Humans Eye-Tracking Technology Endoscopy, Gastrointestinal Fluoroscopy Artificial Intelligence Endoscopy
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An investigation of privacy preservation in deep learning-based eye-tracking.

Biomedical engineering online Sep 13, 2022
BACKGROUND: The expanding usage of complex machine learning methods such as deep learning has led to an explosion in human activity recognition, particularly applied to health. However, complex models which handle private and sometimes protected data...
Privacy Deep Learning Support Vector Machine Humans Machine Learning Eye-Tracking Technology
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Deep-SAGA: a deep-learning-based system for automatic gaze annotation from eye-tracking data.

Behavior research methods Jun 1, 2022
With continued advancements in portable eye-tracker technology liberating experimenters from the restraints of artificial laboratory designs, research can now collect gaze data from real-world, natural navigation. However, the field lacks a robust me...
Humans Eye Movements Eye-Tracking Technology Neural Networks, Computer Deep Learning Algorithms
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Improving Automatic Control of Upper-Limb Prosthesis Wrists Using Gaze-Centered Eye Tracking and Deep Learning.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Feb 16, 2022
Many upper-limb prostheses lack proper wrist rotation functionality, leading to users performing poor compensatory strategies, leading to overuse or abandonment. In this study, we investigate the validity of creating and implementing a data-driven pr...
Wrist Artificial Limbs Eye-Tracking Technology Humans Wrist Joint Deep Learning
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Twenty seconds of visual behaviour on social media gives insight into personality.

Scientific reports Jan 21, 2022
Eye tracking allows the researcher to capture individual differences in the expression of visual exploration behaviour, which in certain contexts has been found to reflect aspects of the user's preferences and personality. In a novel approach, we rec...
Time Factors Individuality Eye Movements User-Computer Interface Social Networking Middle Aged Eye-Tracking Technology Personality Adolescent Adult Male Humans Female Machine Learning Young Adult
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Gaze Tracking Based on Concatenating Spatial-Temporal Features.

Sensors (Basel, Switzerland) Jan 11, 2022
Based on experimental observations, there is a correlation between time and consecutive gaze positions in visual behaviors. Previous studies on gaze point estimation usually use images as the input for model trainings without taking into account the ...
Eye-Tracking Technology Time Factors Neural Networks, Computer
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A Memristive Circuit Implementation of Eyes State Detection in Fatigue Driving Based on Biological Long Short-Term Memory Rule.

IEEE/ACM transactions on computational biology and bioinformatics Dec 8, 2021
Biological long short-term memory (B-LSTM) can effectively help human process all kinds of received information. In this work, a memristive B-LSTM circuit which mimics a conversion from short-term memory to long-term memory is proposed. That is, the ...
Signal Processing, Computer-Assisted Humans Automobile Driving Eye-Tracking Technology Neural Networks, Computer Fatigue Video Recording Image Processing, Computer-Assisted Algorithms Blinking
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An eye-tracking based robotic scrub nurse: proof of concept.

Surgical endoscopy Jun 8, 2021
BACKGROUND: Within surgery, assistive robotic devices (ARD) have reported improved patient outcomes. ARD can offer the surgical team a "third hand" to perform wider tasks and more degrees of motion in comparison with conventional laparoscopy. We test...
Swine Robotics Animals Task Performance and Analysis Laparoscopy Eye-Tracking Technology Robotic Surgical Procedures
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Real-time face & eye tracking and blink detection using event cameras.

Neural networks : the official journal of the International Neural Network Society Mar 27, 2021
Event cameras contain emerging, neuromorphic vision sensors that capture local-light​ intensity changes at each pixel, generating a stream of asynchronous events. This way of acquiring visual information constitutes a departure from traditional frame...
Blinking Male Photography Eye-Tracking Technology Humans Neural Networks, Computer
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NRA-Net-Neg-Region Attention Network for Salient Object Detection with Gaze Tracking.

Sensors (Basel, Switzerland) Mar 4, 2021
In this paper, we propose a detection method for salient objects whose eyes are focused on gaze tracking; this method does not require a device in a single image. A network was constructed using Neg-Region Attention (NRA), which predicts objects with...
Neural Networks, Computer Eye-Tracking Technology
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