Cargando…

A Fusion Recognition Method Based on Multifeature Hidden Markov Model for Dynamic Hand Gesture

In this paper, a fusion method based on multiple features and hidden Markov model (HMM) is proposed for recognizing dynamic hand gestures corresponding to an operator's instructions in robot teleoperation. In the first place, a valid dynamic hand gesture from continuously obtained data accordin...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chen, Guoliang, Ge, Kaikai
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2020
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7499330/ https://www.ncbi.nlm.nih.gov/pubmed/32963514 http://dx.doi.org/10.1155/2020/8871605

Ejemplares similares

An Acoustic Sensing Gesture Recognition System Design Based on a Hidden Markov Model
por: Moreira, Bruna Salles, et al.
Publicado: (2020)

A Novel Bird Sound Recognition Method Based on Multifeature Fusion and a Transformer Encoder
por: Zhang, Shaokai, et al.
Publicado: (2023)

Research on Video Captioning Based on Multifeature Fusion
por: Zhao, Hong, et al.
Publicado: (2022)

User-Independent Hand Gesture Recognition Classification Models Using Sensor Fusion
por: Colli Alfaro, Jose Guillermo, et al.
Publicado: (2022)

An Interactive Image Segmentation Method in Hand Gesture Recognition
por: Chen, Disi, et al.
Publicado: (2017)

A Context-Recognition-Aided PDR Localization Method Based on the Hidden Markov Model
por: Lu, Yi, et al.
Publicado: (2016)

Driving style recognition method using braking characteristics based on hidden Markov model
por: Deng, Chao, et al.
Publicado: (2017)

Dynamic Hand Gesture Recognition Using Electrical Impedance Tomography
por: Li, Xiuyan, et al.
Publicado: (2022)

Automatic Microaneurysms Detection Based on Multifeature Fusion Dictionary Learning
por: Zhou, Wei, et al.
Publicado: (2017)

Prediction and Estimation of River Velocity Based on GAN and Multifeature Fusion
por: Wang, Yan, et al.
Publicado: (2022)

Recognition of Badminton Shot Action Based on the Improved Hidden Markov Model
por: Ma, Chao, et al.
Publicado: (2021)

Emotions affect the recognition of hand gestures
por: Vicario, Carmelo M., et al.
Publicado: (2013)

Research on Mechanical Fault Prediction Method Based on Multifeature Fusion of Vibration Sensing Data
por: Huang, Min, et al.
Publicado: (2019)

An Iterative Method for Predicting Essential Proteins Based on Multifeature Fusion and Linear Neighborhood Similarity
por: Zhu, Xianyou, et al.
Publicado: (2022)

Robust hand gesture recognition for robotic hand control
por: Chaudhary, Ankit
Publicado: (2017)

Dynamic Hand Gesture Recognition in In-Vehicle Environment Based on FMCW Radar and Transformer
por: Zheng, Lianqing, et al.
Publicado: (2021)

Variational Beta Process Hidden Markov Models with Shared Hidden States for Trajectory Recognition
por: Zhao, Jing, et al.
Publicado: (2021)

A Real-Time Fire Detection Method from Video with Multifeature Fusion
por: Gong, Faming, et al.
Publicado: (2019)

Development of a brain MRI-based hidden Markov model for dementia recognition
por: Chen, Ying, et al.
Publicado: (2013)

Retracted: Recognition of Badminton Shot Action Based on the Improved Hidden Markov Model
por: Healthcare Engineering, Journal of
Publicado: (2023)

Hidden Semi-Markov Models-Based Visual Perceptual State Recognition for Pilots
por: Gao, Lina, et al.
Publicado: (2023)

Classification Algorithm for Person Identification and Gesture Recognition Based on Hand Gestures with Small Training Sets
por: Rzecki, Krzysztof
Publicado: (2020)

Combined Hand Gesture — Speech Model for Human Action Recognition
por: Cheng, Sheng-Tzong, et al.
Publicado: (2013)

A novel concatenate feature fusion RCNN architecture for sEMG-based hand gesture recognition
por: Xu, Pufan, et al.
Publicado: (2022)

Smart Home Automation-Based Hand Gesture Recognition Using Feature Fusion and Recurrent Neural Network
por: Alabdullah, Bayan Ibrahimm, et al.
Publicado: (2023)

An Adaptive Superpixel Based Hand Gesture Tracking and Recognition System
por: Zhu, Hong-Min, et al.
Publicado: (2014)

A Multifeature Learning and Fusion Network for Facial Age Estimation
por: Deng, Yulan, et al.
Publicado: (2021)

A Reparameterization Multifeature Fusion CNN for Arrhythmia Heartbeats Classification
por: Zhang, Dengyong, et al.
Publicado: (2022)

Hand-Gesture Recognition Based on EMG and Event-Based Camera Sensor Fusion: A Benchmark in Neuromorphic Computing
por: Ceolini, Enea, et al.
Publicado: (2020)

Uncovering ecological state dynamics with hidden Markov models
por: McClintock, Brett T., et al.
Publicado: (2020)

A novel hand gesture recognition method based on 2-channel sEMG
por: Yu, Hailong, et al.
Publicado: (2018)

Dynamic gesture recognition based on 2D convolutional neural network and feature fusion
por: Yu, Jimin, et al.
Publicado: (2022)

Brain MR Image Classification for Alzheimer's Disease Diagnosis Based on Multifeature Fusion
por: Xiao, Zhe, et al.
Publicado: (2017)

Optimization Simulation of Dance Technical Movements and Music Matching Based on Multifeature Fusion
por: Dong, Liusha
Publicado: (2022)

Dynamic Hand Gesture Recognition Using 3DCNN and LSTM with FSM Context-Aware Model
por: Hakim, Noorkholis Luthfil, et al.
Publicado: (2019)

Inference in Hidden Markov Models
por: Cappe, Olivier
Publicado: (2005)

Hidden Markov Modeling with HMMTeacher
por: Fuentes-Beals, Camilo, et al.
Publicado: (2022)

Data Augmentation of Surface Electromyography for Hand Gesture Recognition
por: Tsinganos, Panagiotis, et al.
Publicado: (2020)

HGR-ViT: Hand Gesture Recognition with Vision Transformer
por: Tan, Chun Keat, et al.
Publicado: (2023)

Assessment of Dysarthria Using One-Word Speech Recognition with Hidden Markov Models
por: Lee, Seung Hak, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_7h7btsp3fnl4lckd07tcopjhq2