A Hierarchical Approach to Activity Recognition and Fall Detection Using Wavelets and Adaptive Pooling
暂无分享,去创建一个
Daniel Sierra-Sosa | Adel Said Elmaghraby | Adel Elmaghraby | Abbas Shah Syed | Anup Kumar | Daniel Sierra-Sosa | A. Syed | Anup Kumar
[1] Guang-Zhong Yang,et al. Direction sensitive fall detection using a triaxial accelerometer and a barometric pressure sensor , 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
[2] Max A. Little,et al. Freezing of gait and fall detection in Parkinson’s disease using wearable sensors: a systematic review , 2017, Journal of Neurology.
[3] H. Afzal,et al. NT-FDS—A Noise Tolerant Fall Detection System Using Deep Learning on Wearable Devices , 2021, Sensors.
[4] J. Stevens,et al. Medical Costs of Fatal and Nonfatal Falls in Older Adults , 2018, Journal of the American Geriatrics Society.
[5] Md. Zahurul Islam,et al. Real time direction-sensitive fall detection system using accelerometer and learning classifier , 2017, 2017 4th International Conference on Advances in Electrical Engineering (ICAEE).
[6] Zhizeng Luo,et al. Evaluation of Feature Extraction and Recognition for Activity Monitoring and Fall Detection Based on Wearable sEMG Sensors , 2017, Sensors.
[7] Jung Keun Lee,et al. Determination of Fall Direction Before Impact Using Support Vector Machine , 2015 .
[8] Adnan Nadeem,et al. A dataset build using wearable inertial measurement and ECG sensors for activity recognition, fall detection and basic heart anomaly detection system , 2019, Data in brief.
[9] Muhammad Awais Azam,et al. Activity-Aware Fall Detection and Recognition Based on Wearable Sensors , 2019, IEEE Sensors Journal.
[10] Josef Börcsök,et al. Monitoring System for Prediction and Detection of Epilepsy Seizure , 2019, 2019 Fourth International Conference on Advances in Computational Tools for Engineering Applications (ACTEA).
[11] Eduardo Casilari-Pérez,et al. A Study on the Application of Convolutional Neural Networks to Fall Detection Evaluated with Multiple Public Datasets , 2020, Sensors.
[12] Marjorie Skubic,et al. VAMPIR- an automatic fall detection system using a vertical PIR sensor array , 2012, 2012 6th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops.
[13] Jesús Francisco Vargas-Bonilla,et al. SisFall: A Fall and Movement Dataset , 2017, Sensors.
[14] Salah Bourennane,et al. A Tensor Approach for Activity Recognition and Fall Detection Using Wearable Inertial Sensors , 2020, 2020 First International Conference of Smart Systems and Emerging Technologies (SMARTTECH).
[15] Xiao Zhang,et al. Device-Free Simultaneous Wireless Localization and Activity Recognition With Wavelet Feature , 2017, IEEE Transactions on Vehicular Technology.
[16] Senem Velipasalar,et al. Automatic Fall Detection and Activity Classification by a Wearable Embedded Smart Camera , 2013, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.
[17] Jong-Hoon Youn,et al. Fall Direction Detection using the Components of Acceleration Vector and Orientation Sensor on the Smartphone Environment , 2015 .
[18] Jian Sun,et al. Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[19] Rajasekar Mohan,et al. A novel helmet design and implementation for drowsiness and fall detection of workers on-site using EEG and Random-Forest Classifier , 2019, ANT/EDI40.
[20] C. Brayne,et al. Inability to get up after falling, subsequent time on floor, and summoning help: prospective cohort study in people over 90 , 2008, BMJ : British Medical Journal.
[21] Jongman Kim,et al. Evaluation of Inertial Sensor-Based Pre-Impact Fall Detection Algorithms Using Public Dataset , 2019, Sensors.
[22] Alex A. Freitas,et al. A survey of hierarchical classification across different application domains , 2010, Data Mining and Knowledge Discovery.
[23] Karin A Mack,et al. Gender differences in seeking care for falls in the aged Medicare population. , 2012, American journal of preventive medicine.
[24] Jean Meunier,et al. Fall Detection from Human Shape and Motion History Using Video Surveillance , 2007, 21st International Conference on Advanced Information Networking and Applications Workshops (AINAW'07).
[25] Luca Palmerini,et al. Accelerometer-Based Fall Detection Using Machine Learning: Training and Testing on Real-World Falls , 2020, Sensors.
[26] Md. Zahurul Islam,et al. A direction-sensitive fall detection system using single 3D accelerometer and learning classifier , 2016, 2016 International Conference on Medical Engineering, Health Informatics and Technology (MediTec).
[27] Adel Said Elmaghraby,et al. Determining Fall direction and severity using SVMs , 2020, 2020 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).
[28] Gabriella Balestra,et al. Comparison of Different Sets of Features for Human Activity Recognition by Wearable Sensors , 2018, Sensors.
[29] P. Bruegger,et al. A Machine Learning Multi-Class Approach for Fall Detection Systems Based on Wearable Sensors with a Study on Sampling Rates Selection † , 2021, Sensors.
[30] Janet Light,et al. Optimizing pressure sensor array data for a smart-shoe fall monitoring system , 2015, 2015 IEEE SENSORS.
[31] Bummo Koo,et al. The Performance of Post-Fall Detection Using the Cross-Dataset: Feature Vectors, Classifiers and Processing Conditions , 2021, Sensors.
[32] Zhuo Wang,et al. Possible Life Saver: A Review on Human Fall Detection Technology , 2020, Robotics.
[33] Bunthit Watanapa,et al. Post-Fall Intelligence Supporting Fall Severity Diagnosis Using Kinect Sensor , 2018, Appl. Comput. Intell. Soft Comput..
[34] Walid Gomaa,et al. Competitive Feature Extraction for Activity Recognition based on Wavelet Transforms and Adaptive Pooling , 2019, 2019 International Joint Conference on Neural Networks (IJCNN).
[35] Abbes Amira,et al. Multiple comparator classifier framework for accelerometer-based fall detection and diagnostic , 2016, Appl. Soft Comput..
[36] Kai-Chun Liu,et al. Multiphase Identification Algorithm for Fall Recording Systems Using a Single Wearable Inertial Sensor , 2021, Sensors.
[37] Vitoantonio Bevilacqua,et al. Fall detection in indoor environment with kinect sensor , 2014, 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA) Proceedings.