notesum.ai
Published at November 13DipMe: Haptic Recognition of Granular Media for Tangible Interactive Applications
cs.HC
cs.AI
Released Date: November 13, 2024
Authors: Xinkai Wang1, Shuo Zhang2, Ziyi Zhao1, Lifeng Zhu1, Aiguo Song1
Aff.: 1School of Instrument Science and Engineering, Southeast University; 2School of Artificial Intelligence, Jilin University

| Method | gRFS | DTW+KNN | MCNN | ResNet | MCE |
|---|---|---|---|---|---|
| 70.15% | 81.88% | 85.65% | 89.70% | 94.85% | |
| 0.752 | 0.831 | 0.873 | 0.925 | 0.981 | |
| 0.702 | 0.824 | 0.881 | 0.899 | 0.957 | |
| - | 0.726 | 0.827 | 0.877 | 0.912 | 0.969 |