A L1-TV algorithm for robust perspective photometric stereo with spatially-varying lightings

Yvain Quéau; Francois Bernard Lauze; Jean-Denis Durou

doi:10.1007/978-3-319-18461-6_40

A L¹-TV algorithm for robust perspective photometric stereo with spatially-varying lightings

Yvain Quéau, Francois Bernard Lauze, Jean-Denis Durou

Department of Computer Science

7 Citations (Scopus)

Abstract

We tackle the problem of perspective 3D-reconstruction of Lambertian surfaces through photometric stereo, in the presence of outliers to Lambert’s law, depth discontinuities, and unknown spatiallyvarying lightings. To this purpose, we introduce a robust L¹-TV variational formulation of the recovery problem where the shape itself is the main unknown, which naturally enforces integrability and permits to avoid integrating the normal field.

Original language	English
Title of host publication	Scale space and variational methods in computer vision : 5th International Conference, SSVM 2015, Lège-Cap Ferret, France, May 31 - June 4, 2015, Proceedings
Number of pages	13
Publisher	Springer
Publication date	2015
Pages	498-510
Chapter	40
ISBN (Print)	978-3-319-18460-9
ISBN (Electronic)	978-3-319-18461-6
DOIs	https://doi.org/10.1007/978-3-319-18461-6_40
Publication status	Published - 2015
Event	International Conference, SSVM 2015 - Lège-Cap Ferret, France Duration: 31 May 2015 → 4 Jun 2015

Conference

Conference	International Conference, SSVM 2015
Country/Territory	France
City	Lège-Cap Ferret
Period	31/05/2015 → 04/06/2015

Series	Lecture notes in computer science
Volume	9087
ISSN	0302-9743

Access to Document

10.1007/978-3-319-18461-6_40

Cite this

Quéau, Y., Lauze, F. B., & Durou, J.-D. (2015). A L¹-TV algorithm for robust perspective photometric stereo with spatially-varying lightings. In Scale space and variational methods in computer vision: 5th International Conference, SSVM 2015, Lège-Cap Ferret, France, May 31 - June 4, 2015, Proceedings (pp. 498-510). Springer. https://doi.org/10.1007/978-3-319-18461-6_40

A L¹-TV algorithm for robust perspective photometric stereo with spatially-varying lightings. / Quéau, Yvain; Lauze, Francois Bernard; Durou, Jean-Denis.
Scale space and variational methods in computer vision: 5th International Conference, SSVM 2015, Lège-Cap Ferret, France, May 31 - June 4, 2015, Proceedings. Springer, 2015. p. 498-510 (Lecture notes in computer science, Vol. 9087).

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Quéau, Y, Lauze, FB & Durou, J-D 2015, A L¹-TV algorithm for robust perspective photometric stereo with spatially-varying lightings. in Scale space and variational methods in computer vision: 5th International Conference, SSVM 2015, Lège-Cap Ferret, France, May 31 - June 4, 2015, Proceedings. Springer, Lecture notes in computer science, vol. 9087, pp. 498-510, International Conference, SSVM 2015, Lège-Cap Ferret, France, 31/05/2015. https://doi.org/10.1007/978-3-319-18461-6_40

Quéau Y, Lauze FB, Durou JD. A L¹-TV algorithm for robust perspective photometric stereo with spatially-varying lightings. In Scale space and variational methods in computer vision: 5th International Conference, SSVM 2015, Lège-Cap Ferret, France, May 31 - June 4, 2015, Proceedings. Springer. 2015. p. 498-510. (Lecture notes in computer science, Vol. 9087). doi: 10.1007/978-3-319-18461-6_40

Quéau, Yvain ; Lauze, Francois Bernard ; Durou, Jean-Denis. / A L¹-TV algorithm for robust perspective photometric stereo with spatially-varying lightings. Scale space and variational methods in computer vision: 5th International Conference, SSVM 2015, Lège-Cap Ferret, France, May 31 - June 4, 2015, Proceedings. Springer, 2015. pp. 498-510 (Lecture notes in computer science, Vol. 9087).

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