Deep Learning and Kinect Skeleton-based Approach for Fall Prediction of Elderly Physically Disabled

Author:

Nouisser Raoudha1,Kammoun Jarraya Salma2,Hammami Mohamed3

Affiliation:

1. University of Sfax,MIRACL Laboratory, Faculty of Economics and Management,Sfax,Tunisia

2. King Abdulaziz University,MIRACL Laboratory, Faculty of Computing and Information Technology,Jeddah,Saudi Arabia

3. University of Sfax,MIRACL Laboratory Faculty of Sciences,Sfax,Tunisia

Publisher

IEEE

Reference30 articles.

1. Fall detection system using Kinect’s infrared sensor

2. Deep Learning in Next-Frame Prediction: A Benchmark Review

3. Unsupervised learning of video representations using lstms;srivastava;32nd International Conference on Machine Learning JMLR org,2015

4. Convolutional lstm network: A machine learning approach for precipitation nowcasting;xingjian;28th International Conference on Neural Information Processing Systems - Volume 1 Curran Associates Inc,2015

5. Gait-based person fall prediction using deep learning approach;sampath;Soft Computing,2021

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2. A Review of Vision-based Abnormal Human Activity Analysis for Elderly Emergency Detection;2023 International Conference on Innovations in Intelligent Systems and Applications (INISTA);2023-09-20

3. Human Activity Dataset of Top Frequent Elderly Emergencies for Monitoring Applications using Kinect;2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC);2023-06

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