Human hand motion prediction based on feature grouping and deep learning: Pipe skid maintenance example
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Human hand motion prediction based on feature grouping and deep learning: Pipe skid maintenance example
Authors
Keywords
Human-robot collaboration, Human motion prediction, Deep learning, Dynamic time warping, Symbolic aggregate approximation, K-means, LightGBM
Journal
AUTOMATION IN CONSTRUCTION
Volume 138, Issue -, Pages 104232
Publisher
Elsevier BV
Online
2022-04-08
DOI
10.1016/j.autcon.2022.104232
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- A review on EMG-based motor intention prediction of continuous human upper limb motion for human-robot collaboration
- (2019) Luzheng Bi et al. Biomedical Signal Processing and Control
- A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures
- (2019) Yong Yu et al. NEURAL COMPUTATION
- Impact of a visual decision support tool in project control: A comparative study using eye tracking
- (2019) J. Isac et al. AUTOMATION IN CONSTRUCTION
- Selective review of offline change point detection methods
- (2019) Charles Truong et al. SIGNAL PROCESSING
- Zero latency: Real-time synchronization of BIM data in virtual reality for collaborative decision-making
- (2018) Jing Du et al. AUTOMATION IN CONSTRUCTION
- CoVR: Cloud-Based Multiuser Virtual Reality Headset System for Project Communication of Remote Users
- (2018) Jing Du et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- CoVR: Cloud-Based Multiuser Virtual Reality Headset System for Project Communication of Remote Users
- (2018) Jing Du et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Gesture recognition for human-robot collaboration: A review
- (2017) Hongyi Liu et al. INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS
- Validation of Inertial Measurement Units for Upper Body Kinematics
- (2017) Melissa M.B. Morrow et al. JOURNAL OF APPLIED BIOMECHANICS
- Method for Determining the Optimal Number of Clusters Based on Agglomerative Hierarchical Clustering
- (2017) Shibing Zhou et al. IEEE Transactions on Neural Networks and Learning Systems
- Active collision avoidance for human–robot collaboration driven by vision sensors
- (2016) Abdullah Mohammed et al. INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING
- Lumped-parameter electromyogram-driven musculoskeletal hand model: A potential platform for real-time prosthesis control
- (2016) Dustin L. Crouch et al. JOURNAL OF BIOMECHANICS
- Next-Generation Low-Cost Motion Capture Systems Can Provide Comparable Spatial Accuracy to High-End Systems
- (2016) Dominic Thewlis et al. JOURNAL OF APPLIED BIOMECHANICS
- Current state of digital signal processing in myoelectric interfaces and related applications
- (2015) Maria Hakonen et al. Biomedical Signal Processing and Control
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Computing and Visualizing Dynamic Time Warping Alignments inR: ThedtwPackage
- (2015) Toni Giorgino Journal of Statistical Software
- changepoint: AnRPackage for Changepoint Analysis
- (2015) Rebecca Killick et al. Journal of Statistical Software
- Geometric Feature-Based Facial Expression Recognition in Image Sequences Using Multi-Class AdaBoost and Support Vector Machines
- (2013) Deepak Ghimire et al. SENSORS
- RETRACTED ARTICLE: Static hand gesture recognition using neural networks
- (2012) Haitham Hasan et al. ARTIFICIAL INTELLIGENCE REVIEW
- Collaborative Control for a Robotic Wheelchair: Evaluation of Performance, Attention, and Workload
- (2012) T. Carlson et al. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
- I Reach Faster When I See You Look: Gaze Effects in Human–Human and Human–Robot Face-to-Face Cooperation
- (2012) Jean-David Boucher et al. Frontiers in Neurorobotics
- Sequential change-point detection based on direct density-ratio estimation
- (2011) Yoshinobu Kawahara et al. Statistical Analysis and Data Mining
- EMG-Based Control of a Robot Arm Using Low-Dimensional Embeddings
- (2010) P.K. Artemiadis et al. IEEE Transactions on Robotics
- Hidden semi-Markov models
- (2009) Shun-Zheng Yu ARTIFICIAL INTELLIGENCE
- Cooperation of human and machines in assembly lines
- (2009) J. Krüger et al. CIRP ANNALS-MANUFACTURING TECHNOLOGY
- A Survey of Vision-Based Trajectory Learning and Analysis for Surveillance
- (2008) B.T. Morris et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
- Systematic accuracy and precision analysis of video motion capturing systems—exemplified on the Vicon-460 system
- (2008) Markus Windolf et al. JOURNAL OF BIOMECHANICS
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started