Cargando…

Heart rate prediction from facial video with masks using eye location and corrected by convolutional neural networks

Remote photoplethysmography (rPPG), which aims at measuring heart activities without any contact, has great potential in many applications. The emergence of novel coronavirus pneumonia COVID-19 has attracted worldwide attentions. Contact photoplethysmography (cPPG) methods need to contact the detect...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zheng, Kun, Ci, Kangyi, Li, Hui, Shao, Lei, Sun, Guangmin, Liu, Junhua, Cui, Jinling
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier Ltd. 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8906658/ https://www.ncbi.nlm.nih.gov/pubmed/35287368 http://dx.doi.org/10.1016/j.bspc.2022.103609

Ejemplares similares

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

Automatic detection of early gastric cancer in endoscopy based on Mask region-based convolutional neural networks (Mask R-CNN)(with video)
por: Jin, Jing, et al.
Publicado: (2022)

Facial Mask Detection Using Depthwise Separable Convolutional Neural Network Model During COVID-19 Pandemic
por: Asghar, Muhammad Zubair, et al.
Publicado: (2022)

Measuring Heart Rate Variability Using Facial Video
por: Martinez-Delgado, Gerardo H., et al.
Publicado: (2022)

Convolutional neural network for earthquake detection and location
por: Perol, Thibaut, et al.
Publicado: (2018)

Does wearing facial masks increase perceived facial attractiveness? An eye-tracking experiment
por: Jeong, Nan-Hee, et al.
Publicado: (2023)

Robust Heart Rate Variability Measurement from Facial Videos
por: Odinaev, Ismoil, et al.
Publicado: (2023)

Tapped area detection and new tapping line location for natural rubber trees based on improved mask region convolutional neural network
por: Chen, Yaya, et al.
Publicado: (2023)

Self-Difference Convolutional Neural Network for Facial Expression Recognition
por: Liu, Leyuan, et al.
Publicado: (2021)

Segmentation of Overlapping Cervical Cells with Mask Region Convolutional Neural Network
por: Chen, Jiajia, et al.
Publicado: (2021)

Masked face recognition with convolutional neural networks and local binary patterns
por: Vu, Hoai Nam, et al.
Publicado: (2021)

Facial mask masking tardive dyskinesia
por: Ganhao, I.
Publicado: (2021)

Recognizing schizophrenia using facial expressions based on convolutional neural network
por: Zhang, Xiaofei, et al.
Publicado: (2023)

Facial mask personalization encourages facial mask wearing in times of COVID-19
por: Palcu, Johanna, et al.
Publicado: (2022)

Locating transcription factor binding sites by fully convolutional neural network
por: Zhang, Qinhu, et al.
Publicado: (2021)

Automated Disease Detection in Gastroscopy Videos Using Convolutional Neural Networks
por: Zhang, Chenxi, et al.
Publicado: (2022)

Smartphone video nystagmography using convolutional neural networks: ConVNG
por: Friedrich, Maximilian U., et al.
Publicado: (2022)

Mask wearing increases eye involvement during smiling: a facial EMG study
por: Okazaki, Shuntaro, et al.
Publicado: (2021)

An Automatic Diagnosis Method of Facial Acne Vulgaris Based on Convolutional Neural Network
por: Shen, Xiaolei, et al.
Publicado: (2018)

Multilabel convolution neural network for facial expression recognition and ordinal intensity estimation
por: Ekundayo, Olufisayo, et al.
Publicado: (2021)

Automatic Identification of Depression Using Facial Images with Deep Convolutional Neural Network
por: Kong, Xinru, et al.
Publicado: (2022)

Fusion Method to Estimate Heart Rate from Facial Videos Based on RPPG and RBCG
por: Lee, Hyunwoo, et al.
Publicado: (2021)

Heart rate estimation network from facial videos using spatiotemporal feature image
por: Jaiswal, Kokila Bharti, et al.
Publicado: (2022)

A real time face mask detection system using convolutional neural network
por: Goyal, Hiten, et al.
Publicado: (2022)

Liver segmentation in CT imaging with enhanced mask region-based convolutional neural networks
por: Chen, Xiaowen, et al.
Publicado: (2021)

Joint Masked Face Recognition and Temperature Measurement System Using Convolutional Neural Networks
por: Tsai, Tsung-Han, et al.
Publicado: (2023)

Speech emotion recognition based on improved masking EMD and convolutional recurrent neural network
por: Sun, Congshan, et al.
Publicado: (2023)

Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities
por: Ghafoorian, Mohsen, et al.
Publicado: (2017)

Exploring convolutional neural networks and spatial video for on-the-ground mapping in informal settlements
por: Ajayakumar, Jayakrishnan, et al.
Publicado: (2021)

Abnormal Activity Recognition from Surveillance Videos Using Convolutional Neural Network
por: Habib, Shabana, et al.
Publicado: (2021)

An effective behavior recognition method in the video session using convolutional neural network
por: Meng, Yizhen, et al.
Publicado: (2022)

Author Correction: Facial mask personalization encourages facial mask wearing in times of COVID-19
por: Palcu, Johanna, et al.
Publicado: (2022)

Automatic Identification of Down Syndrome Using Facial Images with Deep Convolutional Neural Network
por: Qin, Bosheng, et al.
Publicado: (2020)

Automatic Facial Recognition of Williams-Beuren Syndrome Based on Deep Convolutional Neural Networks
por: Liu, Hui, et al.
Publicado: (2021)

Emerged human-like facial expression representation in a deep convolutional neural network
por: Zhou, Liqin, et al.
Publicado: (2022)

Full-convolution Siamese network algorithm under deep learning used in tracking of facial video image in newborns
por: Wang, Yun, et al.
Publicado: (2022)

Deep PPG: Large-Scale Heart Rate Estimation with Convolutional Neural Networks
por: Reiss, Attila, et al.
Publicado: (2019)

Strabismus Recognition Using Eye-Tracking Data and Convolutional Neural Networks
por: Chen, Zenghai, et al.
Publicado: (2018)

Eye Tracking for Deep Learning Segmentation Using Convolutional Neural Networks
por: Stember, J. N., et al.
Publicado: (2019)

Multiclass Mask Classification with a New Convolutional Neural Model and Its Real-Time Implementation
por: Campos, Alexis, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_qimraje2i3q9fe2de8ieiid9ka