任务设定用户需要提供一张像素空间的、全尺寸的图片\mathbf{x}^{(g)},本文将其称为引导图 (guide)。引导图中包含的细节层级可以有多种选择:1)Strock Painting to Image:粒度较粗的色块引导图;2)Stroke-based Editing 在真实图片上添加色块的引导图;3)Image Compisiting:在真实图片上添加图像块的引导图。...
Prompt-to-prompt Image Editing with Cross Attention Control (arXiv) 使用交叉注意力控制进行图像编辑 倾向于保留源图像的原始布局,无法处理非刚性变换 提出了mutual self-attention机制,可以修改各种对象属性(例如姿势,形状,颜色) 解决了无法处理非刚性变换的问题 Sdedit: Image Synthesis and Editing with Stochastic...
25、Image Synthesis and Editing with Stochastic Differential Equations 论文链接:https://arxiv.org/pdf/2108.01073.pdf 代码地址:https://github.com/ermongroup/SDEdit 视频解读:https://youtu.be/xoEkSWJSm1k https://colab.research.google.com/drive/1KkLS53PndXKQpPlS1iK-k1nRQYmlb4aO?usp=sharing 26、...
25、Image Synthesis and Editing with Stochastic Differential Equations https://arxiv.org/pdf/2108.01073.pdf 是时候告别复杂的 GAN 和用于图像生成的Transformer架构了!来自斯坦福大学和卡内基梅隆大学的研究人员可以从任何基于用户的输入中生成新图像。即使是毫无艺术基础的人,现在也可以从草图中生成漂亮的图像。 26...
This paper presents a survey of image synthesis and editing with Generative Adversarial Networks (GANs). GANs consist of two deep networks, a generator and a discriminator, which are trained in a competitive way. Due to the power of deep networks and the competitive training manner, GANs are ...
Person image synthesis, e.g., pose transfer, is a challenging problem due to large variation and occlusion. Existing methods have difficulties predicting reasonable invisible regions and fail to decouple the shape and style of clothing, which limits their applications on person image editing. In thi...
MasaCtrl: Tuning-free Mutual Self-Attention Control for Consistent Image Synthesis and Editing Pytorch implementation of MasaCtrl: Tuning-free Mutual Self-Attention Control for Consistent Image Synthesis and Editing Mingdeng Cao, Xintao Wang, Zhongang Qi, Ying Shan, Xiaohu Qie, Yinqiang Zheng MasaCtr...
PyTorch implementation ofSDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations(ICLR 2022). Chenlin Meng,Yutong He,Yang Song,Jiaming Song,Jiajun Wu,Jun-Yan Zhu,Stefano Ermon Stanford and CMU Recently, SDEdit has also been applied to text-guided image editing with large-sc...
CONSTITUTION: A clothing sales system using image synthesis and editing through a communication network is comprised of a web browser, an Internet access unit, a web server, a firewall system, a 3-dimensional modeling server, a goods database, a 3-dimensional image integrating server, a member...
Human opinion studies demonstrate that our method significantly outperforms existing methods, advancing both the quality and the resolution of deep image synthesis and editing. 展开 DOI: 10.48550/arXiv.1711.11585 被引量: 170 年份: 2017 收藏 引用 批量引用 报错 分享 ...