Cargando…

Heart Rate Measurement Based on 3D Central Difference Convolution with Attention Mechanism

Remote photoplethysmography (rPPG) is a video-based non-contact heart rate measurement technology. It is a fact that most existing rPPG methods fail to deal with the spatiotemporal features of the video, which is significant for the extraction of the rPPG signal. In this paper, we propose a 3D centr...

Descripción completa

Detalles Bibliográficos
Autores principales:	Liu, Xinhua, Wei, Wenqian, Kuang, Hailan, Ma, Xiaolin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8781886/ https://www.ncbi.nlm.nih.gov/pubmed/35062649 http://dx.doi.org/10.3390/s22020688

Ejemplares similares

Efficient Spatiotemporal Attention Network for Remote Heart Rate Variability Analysis
por: Kuang, Hailan, et al.
Publicado: (2022)

Multi-view SoftPool attention convolutional networks for 3D model classification
por: Wang, Wenju, et al.
Publicado: (2022)

A Vehicle Steering Recognition System Based on Low-Cost Smartphone Sensors
por: Liu, Xinhua, et al.
Publicado: (2017)

Gaze Estimation Based on Convolutional Structure and Sliding Window-Based Attention Mechanism
por: Li, Yujie, et al.
Publicado: (2023)

Drug Response Prediction Based on 1D Convolutional Neural Network and Attention Mechanism
por: Mingxun, Zhu, et al.
Publicado: (2022)

Classification of Human Motions Using Micro-Doppler Radar in the Environments with Micro-Motion Interference
por: Ma, Xiaolin, et al.
Publicado: (2019)

GCMM: graph convolution network based on multimodal attention mechanism for drug repurposing
por: Zhang, Fan, et al.
Publicado: (2022)

Optimized Convolutional Neural Network Recognition for Athletes’ Pneumonia Image Based on Attention Mechanism
por: Zhang, Hui, et al.
Publicado: (2022)

Shot Boundary Detection with 3D Depthwise Convolutions and Visual Attention
por: Esteve Brotons, Miguel Jose, et al.
Publicado: (2023)

Spatial-Temporal Attention Mechanism and Graph Convolutional Networks for Destination Prediction
por: Li, Cong, et al.
Publicado: (2022)

Image Classification of Alzheimer’s Disease Based on External-Attention Mechanism and Fully Convolutional Network
por: Jiang, Mingfeng, et al.
Publicado: (2022)

Modulation of brain alpha rhythm and heart rate variability by attention-related mechanisms
por: Magosso, Elisa, et al.
Publicado: (2019)

Multi-Scale Attention 3D Convolutional Network for Multimodal Gesture Recognition
por: Chen, Huizhou, et al.
Publicado: (2022)

A Convolution Component-Based Method with Attention Mechanism for Travel-Time Prediction
por: Ran, Xiangdong, et al.
Publicado: (2019)

Dynamic graph convolutional networks with attention mechanism for rumor detection on social media
por: Choi, Jiho, et al.
Publicado: (2021)

Effective band selection of hyperspectral image by an attention mechanism-based convolutional network
por: Zheng, Zengwei, et al.
Publicado: (2022)

Instance segmentation convolutional neural network based on multi-scale attention mechanism
por: Gaihua, Wang, et al.
Publicado: (2022)

Multiple Attention Mechanism Graph Convolution HAR Model Based on Coordination Theory
por: Hu, Kai, et al.
Publicado: (2022)

Classification of plug seedling quality by improved convolutional neural network with an attention mechanism
por: Du, Xinwu, et al.
Publicado: (2022)

A method of radar echo extrapolation based on dilated convolution and attention convolution
por: Shen, Xiajiong, et al.
Publicado: (2022)

Facial image inpainting for big data using an effective attention mechanism and a convolutional neural network
por: Lu, Xiaoman, et al.
Publicado: (2023)

Central Attention and a Dual Path Convolutional Neural Network in Real-World Tree Species Recognition
por: Chung, Yi, et al.
Publicado: (2021)

Adaptive Attention Convolutional Neural Network for Liver Tumor Segmentation
por: Luan, Shunyao, et al.
Publicado: (2021)

Convolutional Long-Short Term Memory Network with Multi-Head Attention Mechanism for Traffic Flow Prediction
por: Wei, Yupeng, et al.
Publicado: (2022)

PyraPVConv: Efficient 3D Point Cloud Perception with Pyramid Voxel Convolution and Sharable Attention
por: Chen, Yuhong, et al.
Publicado: (2022)

Convolutional Recurrent Neural Networks with a Self-Attention Mechanism for Personnel Performance Prediction
por: Xue, Xia, et al.
Publicado: (2019)

Real-Time Monitoring for Hydraulic States Based on Convolutional Bidirectional LSTM with Attention Mechanism
por: Kim, Kyutae, et al.
Publicado: (2020)

Identification of Apple Leaf Diseases by Improved Deep Convolutional Neural Networks With an Attention Mechanism
por: Wang, Peng, et al.
Publicado: (2021)

Convolutional Neural Network with Multiscale Fusion and Attention Mechanism for Skin Diseases Assisted Diagnosis
por: Li, Zhong, et al.
Publicado: (2022)

Point-of-Interest Preference Model Using an Attention Mechanism in a Convolutional Neural Network
por: Kasgari, Abbas Bagherian, et al.
Publicado: (2023)

A Multi-Task Road Feature Extraction Network with Grouped Convolution and Attention Mechanisms
por: Zhu, Wenjie, et al.
Publicado: (2023)

Double attention recurrent convolution neural network for answer selection
por: Bao, Ganchao, et al.
Publicado: (2020)

Masked face recognition with convolutional visual self-attention network
por: Ge, Yiming, et al.
Publicado: (2023)

Identifying cancer driver genes based on multi-view heterogeneous graph convolutional network and self-attention mechanism
por: Peng, Wei, et al.
Publicado: (2023)

Heart Rate and Heart Rate Variability Assessment Identifies Individual Differences in Fear Response Magnitudes to Earthquake, Free Fall, and Air Puff in Mice
por: Liu, Jun, et al.
Publicado: (2014)

Attention-Guided Network with Densely Connected Convolution for Skin Lesion Segmentation
por: Tao, Shengxin, et al.
Publicado: (2021)

Spatial Attention-Based 3D Graph Convolutional Neural Network for Sign Language Recognition
por: Al-Hammadi, Muneer, et al.
Publicado: (2022)

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

Convolutional Blur Attention Network for Cell Nuclei Segmentation
por: Thi Le, Phuong, et al.
Publicado: (2022)

Attention-Based Convolutional Neural Network for Ingredients Identification
por: Chen, Shi, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_qpknmde545p3ufnf3d0qo5qak6