Control Color: Multimodal Diffusion-based Interactive Image Colorization

no code implementations • 16 Feb 2024 • Zhexin Liang, Zhaochen Li, Shangchen Zhou, Chongyi Li, Chen Change Loy

We also introduce a novel module based on self-attention and a content-guided deformable autoencoder to address the long-standing issues of color overflow and inaccurate coloring.

Colorization Color Manipulation +1

Planning and Rendering: Towards End-to-End Product Poster Generation

no code implementations • 14 Dec 2023 • Zhaochen Li, Fengheng Li, Wei Feng, Honghe Zhu, An Liu, Yaoyu Li, Zheng Zhang, Jingjing Lv, Xin Zhu, Junjie Shen, Zhangang Lin, Jingping Shao, Zhenglu Yang

At the planning stage, we propose a PlanNet to generate the layout of the product and other visual components considering both the appearance features of the product and semantic features of the text, which improves the diversity and rationality of the layouts.

Image Inpainting