Indoor Scene & Object Reconstruction
Precise indoor reconstructions with complex lighting using neural rendering and Gaussian Splatting.
Overview
Advanced reconstruction system specifically designed for indoor environments and individual objects. Combines traditional photogrammetry with modern neural rendering techniques to handle challenging indoor scenarios.
Challenge
Indoor scenes feature complex lighting, reflective surfaces, occlusions, and repetitive textures that confuse traditional reconstruction methods. Scale recovery is particularly challenging without natural features.
Solution
Integrated Gaussian Splatting and neural rendering techniques with traditional photogrammetry. Developed custom preprocessing for handling reflections and implemented scale recovery using learned priors and geometric constraints.
Impact
Achieved photorealistic reconstructions of indoor spaces with accurate geometry. System now used for interior design visualization and virtual staging applications.
Key Highlights
- Enhanced visual fidelity and rendering performance
- Accurate geometry with scale consistency
- Real-time rendering capabilities for interactive visualization