Generative Edge Detection with Stable Diffusion

• Main Authors: Zhou, Caixia, Huang, Yaping, Xiang, Mochu, Ren, Jiahui, Ling, Haibin, Zhang, Jing
• Format: Journal Article
• Language: English
• Published: 03.10.2024
• Subjects: Computer Science - Computer Vision and Pattern Recognition

Edge detection is typically viewed as a pixel-level classification problem mainly addressed by discriminative methods. Recently, generative edge detection methods, especially diffusion model based solutions, are initialized in the edge detection task. Despite great potential, the retraining of task-...