System Suggested | Year | Computer Vision technology | Machine Learning Technique | The Abnormality Identified Using the Gait Analysis | Reference |
---|---|---|---|---|---|
Automatic Health Problem Detection | 2018 | Videos captured using digital cameras | DNN | Parkinson’s disease Pose Stroke orthopedic problems |
[2] |
A vision-based proposal for classification of normal and abnormal gait | 2016 | RGB Camera | KNN and SVM | Dementia frailty |
[3] |
Computer Vision-Based Gait Analysis | 2018 | Smart Phone | KNN | Senility Frailty |
[3] |
Extracting Body Landmarks from Videos | 2019 | Videos | Suggested future work for classification or regression algorithms | Parkinson disease | [4] |
System to support the Discrimination of Neuro-degenerative Diseases | 2009 | Videos | SVM, Random Forest, and KStar | Amyotrophic lateral sclerosis, Parkinson's disease, and Huntington's disease | [5] |