Works (12)
Updated: July 19th, 2023 21:18
2022 journal article
Fusion of Human Gaze and Machine Vision for Predicting Intended Locomotion Mode
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 30, 1103–1112.
author keywords: Wearable robots; Feature extraction; Point cloud compression; Machine vision; Cameras; Legged locomotion; Visualization; Human gaze; machine vision; intent recognition; wearable robot; deep learning
MeSH headings : Algorithms; Humans; Intention; Locomotion; Lower Extremity; Walking
ieeexplore.ieee.org (publisher PDF)
Sources: ORCID, Web Of Science
Added: May 4, 2022
2022 journal article
Improving Performance and Quantifying Uncertainty of Body-Rocking Detection Using Bayesian Neural Networks
Information, 13(7), 338.
author keywords: Bayesian Neural Networks; uncertainty quantification; stereotypical motor movement; body rocking
Sources: ORCID, Web Of Science
Added: July 13, 2022
2022 journal article
Reliable Vision-Based Grasping Target Recognition for Upper Limb Prostheses
IEEE TRANSACTIONS ON CYBERNETICS, 52(3), 1750–1762.
author keywords: Grasping; Uncertainty; Prosthetics; Task analysis; Target recognition; Bayes methods; Prediction algorithms; Bayesian deep learning (BDL); grasping strategy; reliable computer vision; upper limb prosthesis
MeSH headings : Arm; Artificial Limbs; Bayes Theorem; Hand Strength; Humans; Robotics; Upper Extremity
Sources: ORCID, Web Of Science
Added: June 11, 2020
2021 article
Efficient Environmental Context Prediction for Lower Limb Prostheses
Zhong, B., Silva, R. L., Tran, M., Huang, H., & Lobaton, E. (2021, June 7). IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, Vol. 6.
author keywords: Cameras; Wearable robots; Uncertainty; Neural networks; Real-time systems; Sensors; Hardware; Bayesian neural network (BNN); efficient deep learning system; environmental context prediction; prostheses; uncertainty quantification
Sources: ORCID, Web Of Science
Added: June 10, 2021
2021 journal article
Enhancing the morphological segmentation of microscopic fossils through Localized Topology-Aware Edge Detection
AUTONOMOUS ROBOTS, 45(5), 709–723.
author keywords: Edge detection; Topological structure; Morphological segmentation
Sources: Web Of Science, ORCID
Added: November 30, 2020
2021 journal article
Environmental Context Prediction for Lower Limb Prostheses With Uncertainty Quantification
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 18(2), 458–470.
author keywords: Uncertainty; Neural networks; Bayes methods; Measurement uncertainty; Cameras; Microsoft Windows; Bayesian neural network (BNN); environmental context prediction; prosthesis; uncertainty quantification
Sources: ORCID, Web Of Science
Added: May 28, 2020
2020 journal article
Detection of driver manual distraction via image-based hand and ear recognition
ACCIDENT ANALYSIS AND PREVENTION, 137.
author keywords: Driving distraction; Upper extremity kinematics; Deep learning; Computer vision; Multi-class classification
MeSH headings : Accidents, Traffic / prevention & control; Adult; Algorithms; Data Collection; Distracted Driving; Ear / physiology; Female; Hand / physiology; Humans; Male; Neural Networks, Computer; Pattern Recognition, Automated / methods
Sources: Web Of Science, ORCID
Added: April 6, 2020
2019 journal article
Automated species-level identification of planktic foraminifera using convolutional neural networks, with comparison to human performance
MARINE MICROPALEONTOLOGY, 147, 16–24.
author keywords: Foraminifera; Identification; Automation; Artificial intelligence; Neural network
Sources: Web Of Science, ORCID
Added: April 15, 2019
2017 conference paper
A comparative study of image classification algorithms for foraminifera identification
2017 IEEE Symposium Series on Computational Intelligence (SSCI), 3199–3206.
Sources: NC State University Libraries, ORCID
Added: August 6, 2018
2017 conference paper
Coarse-to-fine Foraminifera image segmentation through 3d and deep features
2017 IEEE Symposium Series on Computational Intelligence (SSCI).
Sources: NC State University Libraries, ORCID
Added: August 6, 2018
2017 conference paper
Emotion recognition with facial expressions and physiological signals
2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1170–1177.
Sources: NC State University Libraries, ORCID
Added: August 6, 2018
2017 conference paper
Energy-efficient activity recognition via multiple time-scale analysis
2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1466–1472.
Sources: NC State University Libraries, ORCID
Added: August 6, 2018
