Exemplar based image colourization using diffusion models

• المؤلف الرئيسي: Rahul, George
• مؤلفون آخرون: Chen Change Loy
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Image colourization; Diffusion models; Exemplar-based colourization; Stable diffusion models; Computer vision; Deep learning; Machine learning; Generative models; Conditional image generation; ImageNet dataset
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/174973

Current state-of-the-art exemplar-based colourization models, such as UniColor and Deep Exemplar, have shown promising results in conditional image colourization. However, their performance heavily relies on the choice of the exemplar image, as their method relies on hint points generated through si...