Abstract: Highlights•New photometric stereo method that recovers surface height directly.•Propose a model-based approach to selecting and removing noisy observations.•Exploit photometric ratios to express height recovery as a large sparse linear system of equations.•Evaluate quantitatively and qualitatively on wide range of objects including shadows and specularities.
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