Tales of Shape and Radiance in Multi-view Stereo

@inproceedings{Soatto2003TalesOS,
  title={Tales of Shape and Radiance in Multi-view Stereo},
  author={Stefano Soatto and Anthony J. Yezzi and Hailin Jin},
  booktitle={ICCV},
  year={2003}
}
To what extent can three-dimensional shape and radiance be inferred from a collection of images? Can the two be estimated separately while retaining optimality? How should the optimality criterion be computed? When is it necessary to employ an explicit model of the reflectance properties of a scene? In this paper we introduce a separation principle for shape and radiance estimation that applies to Lambertian scenes and holds for any choice of norm. When the scene is not Lambertian, however… CONTINUE READING
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