Texture Synthesizability Assessment via Deep Siamese-Type Network

Figure 2

An overall pipeline of our method. It trains a deep Siamese-type network from a dataset with reference textures. These reference textures can be easily generated by using example-based synthesis algorithms. The network parameters are then transferred to the single branch regression network for fine-tuning.