面向风格扩散的共享特征学习算法

申锦琛,黄蕊,蒋澈,戚萌,崔嘉

Shared feature learning algorithm for style diffusion

Jinchen SHEN,Rui HUANG,Che JIANG,Meng QI,Jia CUI

表 4 不同风格分类模型的性能对比

Tab.4 Performance comparison of different style classification models

模型 ACC/% P91 Pan CP Arch FS VGG16 58.42 49.73 52.67 61.41 68.22 VGG19 58.11 46.44 52.77 60.11 66.14 ResNet50 64.93 51.65 57.03 65.12 71.13 ResNet101 65.50 52.61 56.53 66.42 70.00 InceptionV3 53.41 42.83 55.88 61.52 62.70 DAE 58.82 48.71 52.66 58.55 61.48 SCAE 63.65 48.64 55.16 59.61 74.33 SSCAE 64.07 49.38 55.68 60.48 75.02 DDS 62.21 52.35 53.13 — — MCCFNet 66.60 51.39 59.10 66.12 68.38 STSACLF 60.41 55.80 58.55 60.81 64.47 本研究1 67.39 56.67 55.27 65.57 71.67 本研究2 69.12 56.98 59.41 69.03 77.17