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Differentiable refraction-tracing for mesh reconstruction of transparent objects

Differentiable refraction-tracing for mesh reconstruction of transparent objects

Capturing the 3D geometry of transparent objects is a challenging task, ill-suited for general-purpose scanning and reconstruction techniques, since these cannot handle specular light transport phenomena. Existing state-of-the-art methods, designed specifically for this task, either involve a complex setup to reconstruct complete refractive ray paths, or leverage a data-driven approach …