4D — AI VISUAL RECONSTRUCTION FROM 2D

by Tobin M. Albanese

PORTFOLIO — PROJECT Thu Aug 01 2024

Concept. Rebuild volumetric scenes from images with monocular depth, neural rendering, and temporal interpolation.

Pipeline. Depth estimation → point cloud/mesh → temporal alignment → refinement & super-resolution → GLTF export.

Applications. Surveillance review, cultural heritage, immersive media, and scientific visualization.

Performance. GPU-accelerated reconstruction with progressive previews for large scenes.