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    1. Home
    2. Computer Vision
    3. Awesome 3D Scene Generation

    Awesome 3D Scene Generation

    A curated list of awesome 3D scene generation papers, tools, and resources including city-scale world generation, indoor scenes, and interactive 3D environments.

    Overview

    A comprehensive collection of 3D scene generation research papers, tools, and resources. Covers techniques for generating realistic 3D environments from text descriptions, images, or procedural methods.

    Scene Types

    Indoor Scenes

    • Room layout generation
    • Furniture placement
    • Object arrangement
    • Interior design automation
    • Residential and commercial spaces

    Outdoor Scenes

    • Urban environments and cityscapes
    • Natural landscapes
    • Parks and gardens
    • Road networks
    • Terrain generation

    City-Scale Generation

    • Building generation
    • Street network planning
    • Infrastructure placement
    • Population distribution
    • Traffic simulation

    Generation Methods

    Learning-Based

    • Text-to-3D scene generation
    • Image-to-3D scene reconstruction
    • Diffusion models for scenes
    • Neural scene representations
    • Generative models (GANs, VAEs)

    Procedural Generation

    • Grammar-based systems
    • L-systems for vegetation
    • Noise-based terrain
    • Rule-based city generation

    Hybrid Approaches

    • AI-assisted procedural generation
    • Learning from procedural data
    • Guided generation systems

    Recent Projects (2025-2026)

    • SceneFoundry - Generating Interactive Infinite 3D Worlds (AAAI 2026)
    • City-scale world generation systems
    • Real-time procedural environments
    • Multiplayer world generation

    Applications

    • Video game development
    • Virtual reality environments
    • Architectural visualization
    • Urban planning
    • Film and animation pre-visualization
    • Metaverse platforms
    • Simulation environments

    Key Technologies

    • Neural radiance fields (NeRF)
    • 3D Gaussian splatting
    • Signed distance functions (SDFs)
    • Occupancy networks
    • Mesh generation algorithms

    Datasets

    • 3D-FRONT - Indoor scenes
    • Replica - Photorealistic indoor spaces
    • Matterport3D - Real-world scans
    • ScanNet - RGB-D indoor scans

    Pricing

    Free and open-source research papers and tools.

    Surveys

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    Information

    Websitegithub.com
    PublishedMar 20, 2026

    Categories

    1 Item
    Computer Vision

    Tags

    3 Items
    #3d-generation#scene-synthesis#ai

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