Cargando…

Learning State Assessment in Online Education Based on Multiple Facial Features Detection

Considering that most of online training is not effectively supervised, this article presents an online leaning state assessment approach which combines blink detection, yawn detection, and head pose estimation. Blink detection is realized by computing the eye aspect ratio and the ratio of closed ey...

Descripción completa

Detalles Bibliográficos
Autores principales:	Li, Deguang, Cui, Zhanyou, Cao, Fukang, Cui, Gaoxiang, Shen, Jiaquan, Zhang, Yongxin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8817852/ https://www.ncbi.nlm.nih.gov/pubmed/35132313 http://dx.doi.org/10.1155/2022/3986470

Ejemplares similares

Detecting at-risk mental states for psychosis (ARMS) using machine learning ensembles and facial features
por: Loch, Alexandre Andrade, et al.
Publicado: (2023)

Behavioral Analysis of EEG Signals in Loss-Gain Decision-Making Experiments
por: Shen, Jiaquan, et al.
Publicado: (2022)

A Multiscale Constraints Method Localization of 3D Facial Feature Points
por: Li, Hong-an, et al.
Publicado: (2015)

ADFAC: Automatic detection of facial articulatory features
por: Garg, Saurabh, et al.
Publicado: (2020)

Hospitality education evolution observed in online learning dataset
por: Peng, Kang-Lin, et al.
Publicado: (2022)

Distraction detection of lectures in e-learning using machine learning based on human facial features and postural information
por: Betto, Iku, et al.
Publicado: (2022)

Facial Features Detection System To Identify Children With Autism Spectrum Disorder: Deep Learning Models
por: Ahmed, Zeyad A. T., et al.
Publicado: (2022)

Online attendance system based on facial recognition with face mask detection
por: Kamil, Muhammad Haikal Mohd, et al.
Publicado: (2023)

Antecedents and Consequences of Online Healthcare Community Usage: A Grounded Theory Approach
por: Wang, Zhanyou, et al.
Publicado: (2022)

Online education using learning objects /
Publicado: (2004)

Online Learning and Assessment in Higher Education
por: Benson, Robyn
Publicado: (2010)

Widening Educational Disparities in Premature Death Rates in Twenty Six States in the United States, 1993–2007
por: Ma, Jiemin, et al.
Publicado: (2012)

Facial emotion recognition based real-time learner engagement detection system in online learning context using deep learning models
por: Gupta, Swadha, et al.
Publicado: (2022)

Ensemble learning-based feature selection for phosphorylation site detection
por: Liu, Songbo, et al.
Publicado: (2022)

Retracted: Facial Features Detection System to Identify Children with Autism Spectrum Disorder: Deep Learning Models
por: Methods in Medicine, Computational and Mathematical
Publicado: (2023)

Online learning in higher education: Examining the predictors of students’ online engagement
por: Vezne, Rabia, et al.
Publicado: (2022)

The effect of online learning in modern history education
por: Malysheva, Olga, et al.
Publicado: (2022)

Adaptiveness for Online Learning: Conceptualising ‘Online Learning Dexterity’ from Higher Education Students’ Experiences
por: Koh, Joyce Hwee Ling, et al.
Publicado: (2023)

Active learning-based STEM education for in-person and online learning
por: Sandrone, Stefano, et al.
Publicado: (2021)

Non-Contact Heart Rate Detection When Face Information Is Missing during Online Learning
por: Zheng, Kun, et al.
Publicado: (2020)

Synchronous facial action binds dynamic facial features
por: Johnston, Alan, et al.
Publicado: (2021)

Visualization and Semantic Labeling of Mood States Based on Time-Series Features of Eye Gaze and Facial Expressions by Unsupervised Learning
por: Madokoro, Hirokazu, et al.
Publicado: (2022)

Educators enacting online learning support roles in remote educational experiences
por: Wardrip, Peter Samuelson
Publicado: (2020)

A Robust Shape Reconstruction Method for Facial Feature Point Detection
por: Tan, Shuqiu, et al.
Publicado: (2017)

An integrated biometric voice and facial features for early detection of Parkinson’s disease
por: Lim, Wee Shin, et al.
Publicado: (2022)

Online and Offline Interaction Model of International Chinese Education Based on Few-Shot Learning
por: Cao, Fei, et al.
Publicado: (2022)

Mind wandering and education: from the classroom to online learning
por: Szpunar, Karl K., et al.
Publicado: (2013)

Impact of Moving to Online Learning on the Way Educators Teach
por: de Jong, Peter GM
Publicado: (2020)

An Introduction to Artificial Intelligence and Machine Learning for Online Education
por: Peng, Changling, et al.
Publicado: (2022)

The viralization of online education: Learning beyond the time of the coronavirus
por: Rossini, Tatiana Stofella Sodré, et al.
Publicado: (2021)

Online teaching and learning in higher education: Lessons learned in crisis situations
por: Hofer, Sarah I., et al.
Publicado: (2021)

How the use of an online healthcare community affects the doctor-patient relationship: An empirical study in China
por: Wang, Zhanyou, et al.
Publicado: (2023)

Facial features of neurologic syndromes /
por: Dyken, Paul
Publicado: (1980)

Automatic Recognition of Macaque Facial Expressions for Detection of Affective States
por: Morozov, Anna, et al.
Publicado: (2021)

Facial Expression Recognition of Instructor Using Deep Features and Extreme Learning Machine
por: Bhatti, Yusra Khalid, et al.
Publicado: (2021)

Optimal Facial Feature Based Emotional Recognition Using Deep Learning Algorithm
por: Kumar Arora, Tarun, et al.
Publicado: (2022)

Deep-Learning-Based Morphological Feature Segmentation for Facial Skin Image Analysis
por: Yoon, Huisu, et al.
Publicado: (2023)

A feature boosted deep learning method for automatic facial expression recognition
por: Podder, Tanusree, et al.
Publicado: (2023)

Students’ online interaction, self-regulation, and learning engagement in higher education: The importance of social presence to online learning
por: Miao, Jia, et al.
Publicado: (2022)

Control learning rate for autism facial detection via deep transfer learning
por: El Mouatasim, Abdelkrim, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_6aqi26745ra0nv4hes9gh6g4fd