A Comprehensive Survey on Deep Image Composition Abstract 图像合成作为一种常见的图像编辑操作,其目的是从一个图像切割前景并将其粘贴到另一幅图像上,得到合成图像。然而,有许多问题可能会使合成图像不现实。这些问题可以概括为前景和背景之间的不一致,包括外观不一致(例如,不兼容的颜色和照明)和几何形状不一致(...
This work focuses on the aspect of facial manipulation in Deepfake, encompassing Face Swapping, Face Reenactment, Talking Face Generation, Face Attribute Editing and Forgery Detection. We believe this will be the most comprehensive survey to date on facial manipulation and detection technologies. Please...
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 ...
This survey provides a comprehensive list of the existing image synthesis methods for visual machine learning. These are categorized in the context of image generation, using a taxonomy based on modelling and rendering, while a classification is also made concerning the computer vision applications ...
A Survey of Surveys (NLP & ML) In this document, we survey hundreds of survey papers on Natural Language Processing (NLP) and Machine Learning (ML). We categorize these papers into popular topics and do simple counting for some interesting problems. In addition, we show the list of the pa...
Sec. 7 提供 3D 生成领域的后续工作 2. Scope of this Survey 主要包括: 训练网络以针对目标 3D 样本的数据分布建模,并支持采样以合成3D表示的方法 基于某些输入(图像、局部点云partial point clouds、文句text sentences)预测条件概率分布的方法 这些条件生成方法旨在合成尽量依据输入的 3D 表示,同时保持生成多样性...
In our survey, the identification accuracy of using these modalities alone is not high, but when they are used for multimodal identity recognition tasks, they can effectively enhance recognition and greatly reduce the constraints of the recognition environment. Based on the above, the use of ...
We performed a survey on studies using GAN published before June 2021 only, and we introduced various applications of GAN in ophthalmology image domains. The search identified 48 peer-reviewed papers in the final review. The type of GAN used in the analysis, task, imaging domain, and the outc...
This is the repo for the paper OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use. This paper conducts a comprehensive survey on OS Agents, which are (M)LLM-based agents that use computing devices (e.g., computers and mobile phones) by operating within the ...
2024 3D Gaussian as a New Vision Era: A Survey 3DGS🔥🔥🔥 arXiv 2024 2024 Advances in 3D Generation: A Survey arXiv 2024 2024 A Survey on 3D Gaussian Splatting 3DGS🔥🔥🔥on going arXiv 2024 2024 Neural Radiance Fields: Past, Present, and Future NeRF🔥🔥🔥 Amazing 413 ...