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  • SceneMaker - idea-research. github. io
    We propose a decoupled 3D scene generation framework called SceneMaker in this work Due to the lack of sufficient open-set de-occlusion and pose estimation priors, existing methods struggle to simultaneously produce high-quality geometry and accurate poses under severe occlusion and open-set settings
  • SceneMaker: Open-set 3D Scene Generation with Decoupled De-occlusion . . .
    View a PDF of the paper titled SceneMaker: Open-set 3D Scene Generation with Decoupled De-occlusion and Pose Estimation Model, by Yukai Shi and 6 other authors
  • GitHub - IDEA-Research SceneMaker: [CVPR 2026] Implementation of paper . . .
    Abstract We propose a decoupled 3D scene generation framework called SceneMaker in this work Due to the lack of sufficient open-set de-occlusion and pose estimation priors, existing methods struggle to simultaneously produce high-quality geometry and accurate poses under severe occlusion and open-set settings
  • SceneMaker：基于解耦去遮挡与姿态估计模型的开集3D场景生成
    SceneMaker（红色路径）通过解耦，分别利用图像、3D物体和场景数据来弥补去遮挡与姿态估计的先验不足。 一个理想的3D场景生成模型需要三种开集先验： 去遮挡 （看到被挡部分）、 物体几何 （知道物体长什么样）、 姿态估计 （知道物体怎么放）。
  • SceneMaker: Open-set 3D Scene Generation with Decoupled De-occlusion
    We construct a decoupled 3D scene generation framework called SceneMaker that fully exploits existing datasets to learn sufficient open-set priors for de-occlusion and pose estimation, achieving superior performance in comprehensive experiments
  • SceneMaker: Open-set 3D Scene Generation with Decoupled. . .
    We propose a decoupled 3D scene generation framework called SceneMaker in this work Due to the lack of sufficient open-set de-occlusion and pose estimation priors, existing methods struggle to simultaneously produce high-quality geometry and accurate poses under severe occlusion and open-set settings
  • SceneMaker: 一张图生成高质量 3D 场景 - Toolin AI
    SceneMaker: 一张图生成高质量 3D 场景 SceneMaker 是一个突破性的开源框架，能从单张图像生成完整的、带 Mesh 的 3D 场景，完美解决物体遮挡和空间位姿问题。
  • SceneMaker: Open-set 3D Scene Generation with Decoupled De-occlusion . . .
    Abstract We propose a decoupled 3D scene generation framework called SceneMaker in this work Due to the lack of sufficient open-set de-occlusion and pose estimation priors, existing methods struggle to simultaneously produce high-quality geometry and accurate poses under severe occlusion and open-set settings
  • SceneMaker README. md at main · IDEA-Research SceneMaker
    Abstract We propose a decoupled 3D scene generation framework called SceneMaker in this work Due to the lack of sufficient open-set de-occlusion and pose estimation priors, existing methods struggle to simultaneously produce high-quality geometry and accurate poses under severe occlusion and open-set settings
  • 3D Rendering with Ai for Designers - SceneMaker. Ai
    3D+Prompt-to-Image Load a 3D model, set the camera, enter a prompt, and generate perfectly composed scenes in seconds Take control of the composition, POV, look-and-feel and style of your generative-ai art





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