FEW-SHOT SCENE ACQUISITION FOR GAME ENVIRONMENTS CREATION

用于游戏环境创建的少量场景场景采集

• 批准号: 2739281
• 金额: --
• 依托单位: University of York
• 依托单位国家: 英国
• 项目类别: Studentship
• 财政年份: 2022
• 资助国家: 英国
• 起止时间: 2022 至 无数据
• 项目状态: 未结题
• 来源: https://gtr.ukri.org/projects?ref=studentship-2739281
• 关键词: FEW; SHOT; SCENE; ACQUISITION; GAME

This project aims to create an affordable method of obtaining 3D assets for game development. The method will consist of reconstructing a real scene from few images with physically realistic materials for rendering. Just imagine using a few images from the internet or your camera to create an asset for your game! Modern 3d content production plays a crucial role in the games making and VR/AR applications. However, the entry threshold into this field is currently too high. This affects companies and independent developers alike, requiring a lot of work to master complex 3D software packages as well as sophisticated geometry and material capture setups. This project proposes a way to democratize this field for widespread use and make faster creation of game environments possible. The use of learnable priors will allow complex scenes to be reconstructed from a few images to render the scene in-game. Volumetric rendering techniques with implicit representations look like the best starting point here due to the ease of differentiation and photorealism. The final model can be used as a game renderer or an intermediate representation of the received scene, converted into classic meshes and textures at the end.

这个项目的目的是创造一个负担得起的方法来获得3D资产的游戏开发。该方法将包括从少量图像中重建真实场景，并使用物理逼真的材料进行渲染。想象一下，使用一些来自互联网或相机的图像来为你的游戏创建资产！现代3d内容制作在游戏制作和VR/AR应用中起着至关重要的作用。然而，进入这个领域的门槛目前太高了。这对公司和独立开发者都有影响，需要大量的工作来掌握复杂的3D软件包以及复杂的几何和材料捕获设置。这个项目提出了一种使这一领域大众化的方法，并使游戏环境的快速创造成为可能。使用可学习的先验将允许从一些图像中重建复杂的场景，以渲染游戏中的场景。由于易于区分和真实感，带有隐式表示的体积渲染技术看起来像是这里的最佳起点。最终模型可以用作游戏渲染器或接收场景的中间表示，最后转换为经典网格和纹理。