Journal: Sensors (Basel, Switzerland)
Article Title: Human Posture Estimation: A Systematic Review on Force-Based Methods—Analyzing the Differences in Required Expertise and Result Benefits for Their Utilization
doi: 10.3390/s23218997
Figure Lengend Snippet: Summary of relevant studies for ML-based human posture estimation and the analysis of the used input data sources, estimation algorithms, acquired accuracy, data pre-processing/feature extraction and application scenarios (* marks the extra-added reports after the structured literature review); the best performing estimation algorithm for each study is highlighted bold .
Article Snippet: Choffin et al. [ ] , 2021 , Single-point film pressure sensors: 6 FSR sensors (FlexiForce A301, Tekscan Inc., Boston, MA, USA) , Regression: K-nearest neighbor (kNN) , Motion classification accuracy: 93.6% Angle Regression accuracy: 87.4% , - , Industrial ergonomics: Lowering risk of musculoskeletal injuries.
Techniques: Extraction, Plasmid Preparation, Standard Deviation, Clinical Proteomics, Marker, Transferring, Modification, Sequencing, Activity Assay