Cargando…

A Deep Convolutional Neural Network-XGB for Direction and Severity Aware Fall Detection and Activity Recognition

Activity and Fall detection have been a topic of keen interest in the field of ambient assisted living system research. Such systems make use of different sensing mechanisms to monitor human motion and aim to ascertain the activity being performed for health monitoring and other purposes. Towards th...

Descripción completa

Detalles Bibliográficos
Autores principales:	Syed, Abbas Shah, Sierra-Sosa, Daniel, Kumar, Anup, Elmaghraby, Adel
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9002977/ https://www.ncbi.nlm.nih.gov/pubmed/35408163 http://dx.doi.org/10.3390/s22072547

Ejemplares similares

A Hierarchical Approach to Activity Recognition and Fall Detection Using Wavelets and Adaptive Pooling
por: Syed, Abbas Shah, et al.
Publicado: (2021)

Making Cities Smarter—Optimization Problems for the IoT Enabled Smart City Development: A Mapping of Applications, Objectives, Constraints
por: Syed, Abbas Shah, et al.
Publicado: (2022)

Deep Learning Techniques for Speech Emotion Recognition, from Databases to Models
por: Abbaschian, Babak Joze, et al.
Publicado: (2021)

Melanoma Detection Using XGB Classifier Combined with Feature Extraction and K-Means SMOTE Techniques
por: Chang, Chih-Chi, et al.
Publicado: (2022)

Action Recognition by an Attention-Aware Temporal Weighted Convolutional Neural Network
por: Wang, Le, et al.
Publicado: (2018)

Deep convolutional neural networks for regular texture recognition
por: Liu, Ni, et al.
Publicado: (2022)

Speech Emotion Recognition Using Convolution Neural Networks and Multi-Head Convolutional Transformer
por: Ullah, Rizwan, et al.
Publicado: (2023)

Hypertuned Deep Convolutional Neural Network for Sign Language Recognition
por: Mannan, Abdul, et al.
Publicado: (2022)

XGB-DrugPred: computational prediction of druggable proteins using eXtreme gradient boosting and optimized features set
por: Sikander, Rahu, et al.
Publicado: (2022)

GDNet-EEG: An attention-aware deep neural network based on group depth-wise convolution for SSVEP stimulation frequency recognition
por: Wan, Zhijiang, et al.
Publicado: (2023)

Pashto isolated digits recognition using deep convolutional neural network
por: Zada, Bakht, et al.
Publicado: (2020)

Long Jump Action Recognition Based on Deep Convolutional Neural Network
por: Wang, Zhiteng
Publicado: (2022)

Retracted: Hypertuned Deep Convolutional Neural Network for Sign Language Recognition
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

Deep convolutional neural network for rib fracture recognition on chest radiographs
por: Huang, Shu-Tien, et al.
Publicado: (2023)

A topic modeling framework for spatio-temporal information management
por: Asghari, Mohsen, et al.
Publicado: (2020)

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition
por: Ordóñez, Francisco Javier, et al.
Publicado: (2016)

Recognition of prokaryotic and eukaryotic promoters using convolutional deep learning neural networks
por: Umarov, Ramzan Kh., et al.
Publicado: (2017)

Rice Blast Disease Recognition Using a Deep Convolutional Neural Network
por: Liang, Wan-jie, et al.
Publicado: (2019)

Motor Imagery EEG Signal Recognition Using Deep Convolution Neural Network
por: Xiao, Xiongliang, et al.
Publicado: (2021)

Semantic Relatedness Emerges in Deep Convolutional Neural Networks Designed for Object Recognition
por: Huang, Taicheng, et al.
Publicado: (2021)

An improved multi-input deep convolutional neural network for automatic emotion recognition
por: Chen, Peiji, et al.
Publicado: (2022)

Retracted: Long Jump Action Recognition Based on Deep Convolutional Neural Network
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

T4SE-XGB: Interpretable Sequence-Based Prediction of Type IV Secreted Effectors Using eXtreme Gradient Boosting Algorithm
por: Chen, Tianhang, et al.
Publicado: (2020)

Convolutional-de-convolutional neural networks for recognition of surgical workflow
por: Chen, Yu-wen, et al.
Publicado: (2022)

Indoor Scene Recognition Mechanism Based on Direction-Driven Convolutional Neural Networks
por: Daou, Andrea, et al.
Publicado: (2023)

The Costs and Benefits of Goal-Directed Attention in Deep Convolutional Neural Networks
por: Luo, Xiaoliang, et al.
Publicado: (2021)

Deep Sensing: Inertial and Ambient Sensing for Activity Context Recognition Using Deep Convolutional Neural Networks
por: Otebolaku, Abayomi, et al.
Publicado: (2020)

Deep Convolutional Neural Network Used in Single Sample per Person Face Recognition
por: Zeng, Junying, et al.
Publicado: (2018)

Handwritten Bangla Character Recognition Using the State-of-the-Art Deep Convolutional Neural Networks
por: Alom, Md Zahangir, et al.
Publicado: (2018)

Gait Phase Recognition Using Deep Convolutional Neural Network with Inertial Measurement Units
por: Su, Binbin, et al.
Publicado: (2020)

Effective Melanoma Recognition Using Deep Convolutional Neural Network with Covariance Discriminant Loss
por: Guo, Lei, et al.
Publicado: (2020)

Target Recognition in Infrared Circumferential Scanning System via Deep Convolutional Neural Networks
por: Chen, Gao, et al.
Publicado: (2020)

Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition
por: Zhang, Hua, et al.
Publicado: (2021)

Novel Deep Convolutional Neural Network-Based Contextual Recognition of Arabic Handwritten Scripts
por: Ahmed, Rami, et al.
Publicado: (2021)

Comparing Object Recognition in Humans and Deep Convolutional Neural Networks—An Eye Tracking Study
por: van Dyck, Leonard Elia, et al.
Publicado: (2021)

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

Fall Detection Using Multiple Bioradars and Convolutional Neural Networks
por: Anishchenko, Lesya, et al.
Publicado: (2019)

A Deep Convolutional Neural Network Inspired by Auditory Perception for Underwater Acoustic Target Recognition
por: Yang, Honghui, et al.
Publicado: (2019)

A deep convolutional neural network approach to single-particle recognition in cryo-electron microscopy
por: Zhu, Yanan, et al.
Publicado: (2017)

Impact of Feature Selection Algorithm on Speech Emotion Recognition Using Deep Convolutional Neural Network
por: Farooq, Misbah, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_d24foj28eu9a7c1sv72k0c4sb7