Table 6 Comparison of model accuracy by artist (unit: %)
From: Toward enhanced unsupervised clustering of 20th century Korean paintings via multimodal features
Dataset | Method | |||||
|---|---|---|---|---|---|---|
RGB | HSV | Histogram | LBP | GLCM | Ours | |
Kim Ki Chang | 41.0 | 44.0 | 33.0 | 34.0 | 42.0 | 73.5 |
Kim Whan Ki | 72.0 | 75.0 | 41.0 | 66.0 | 76.0 | 74.8 |
To Sang Bong | 98.0 | 98.0 | 37.0 | 98.0 | 100 | 97.0 |
Park Soo Keun | 56.0 | 56.0 | 38.0 | 50.0 | 56.0 | 69.1 |
Byeon Gwan Sik | 50.0 | 49.0 | 30.0 | 53.0 | 51.0 | 76.0 |
Byun Jong Ha | 49.0 | 58.0 | 24.0 | 36.0 | 51.0 | 78.3 |
Yoo Young Kuk | 85.0 | 92.0 | 56.0 | 70.0 | 93.0 | 94.9 |
Lee Sang Beom | 65.0 | 64.0 | 32.0 | 63.0 | 60.0 | 78.4 |
Lee Jung Seop | 43.0 | 42.0 | 27.0 | 26.0 | 40.0 | 74.4 |
Chang Uc Chin | 49.0 | 47.0 | 24.0 | 36.0 | 60.0 | 86.4 |
Cheon Gyeong Ja | 67.7 | 75.8 | 18.2 | 65.7 | 74.8 | 82.3 |
