Leins, David ; Gibas, Christian; Brück, Rainer; Haschke, Robert: Toward More Robust Hand Gesture Recognition on EIT Data. In: Frontiers in Neurorobotics. Jg.15. 2021
Inhalt
- 2.1. Electrical Impedance Tomography (EIT) for Hand Gesture Recognition
- 3. Data Description
- 4. Methods
- 4.1. Classification Tasks
- 4.2. Convolutional Neural Networks (CNN)
- 4.3. Raw Data Analysis
- 4.4. Iteration Drift Experiment
- 4.5. Manual Calibrations
- 4.6. Learned Calibration
- 4.7. Evaluation and Statistical Relevance
- 5. Results
- 5.1. Classification Tasks
- 5.2. t-SNE Analysis
- 5.3. Cross-Iteration Drift
- 5.4. Local and Global Calibration
- 5.5. Learned Calibration
- 6. Discussion
- 7. Conclusion and Outlook
- Data Availability Statement
- Ethics Statement
- Author Contributions
- Funding
- References