Joshna Manoj Reddy

Near-Field Neural Rendering Guided by Single-Shot Photometric Stereo

We present a novel near-field neural rendering approach that combines single-shot RGB photometric stereo and SDF-based Neural Rendering. Photometric stereo-based cues guide the neural rendering of 3D meshes. Recent studies have shown that SDF-based neural implicit surface reconstruction methods can…