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Recent uniqueness results in shape from shading

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Advances in Computer Vision

Part of the book series: Advances in Computing Science ((ACS))

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Abstract

The main purpose of this paper is to discuss briefly two topics. The first one is to show that Sneddon’s claim ([9, Section 7 pp. 61]) about representability of any solution to a given first-order partial differential equation in terms of either a complete or a general or a singular integral is erroneous. The literature on complete integrals is a bewildering collection of incomplete and false statements (see e.g. Dou [6] or [9]). Recent results by Chojnacki [3] and Kozera [8] shed new light on this topic and fill a gap in the literature. The second goal of this paper is to critically inspect uniqueness results (see Brooks [1, 2]) concerning the images of a Lambertian hemisphere and a Lambertian plane, which resort to Sneddon’s erroneous assertion and as such are invalid. Finally, we adopt a different approach so that the results claimed in [1, 2], subject to minor reformulations, become valid. For a more detailed analysis an interested reader is also referred to [3] or [8].

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References

  1. Brooks, M.J.: Two results concerning ambiguity in shape from shading. In: Proceedings of the National Conference on Artificial Intelligence, American Association for Artificial Intelligence. Washington D.C.: 1983 (pp. 26–39).

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  2. Brooks, M.J.: Shape from shading discretely, PhD. Thesis, Essex University, Essex, 1983.

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  3. Chojnacki, W.: A note on complete integrals. Proceedings of the American Mathematical Society (2) 123, 393–401 (1995).

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  5. Deift, P. and Sylvester, J.: Some remarks on the shape-from-shading problem in computer vision. Journal of Mathematical Analysis and Applications (1) 84, 235–248 (1981).

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  6. Dou, A.: Lectures on Partial Differential Equations of First Order. Notre Dame, Indiana: University of Notre Dame Press 1972.

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  7. Klingenberg, W.: A Course in Differential Geometry. New York, Heidelberg, Berlin: Springer-Verlag 1978.

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  8. Kozera, R.: On complete integrals and uniqueness in shape from shading. Applied Mathematics and Computation (1) 74, 1–37 (1995).

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© 1997 Springer-Verlag/Wien

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Kozera, R. (1997). Recent uniqueness results in shape from shading. In: Solina, F., Kropatsch, W.G., Klette, R., Bajcsy, R. (eds) Advances in Computer Vision. Advances in Computing Science. Springer, Vienna. https://doi.org/10.1007/978-3-7091-6867-7_18

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  • DOI: https://doi.org/10.1007/978-3-7091-6867-7_18

  • Publisher Name: Springer, Vienna

  • Print ISBN: 978-3-211-83022-2

  • Online ISBN: 978-3-7091-6867-7

  • eBook Packages: Springer Book Archive

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