Name
Title | ||
|---|---|---|
A sparse representation method for determining the optimal illumination directions in Photometric Stereo |
Abstract | ||
|---|---|---|
The analysis of surface and texture details with the help of changes in illumination direction is a key task in 3D shape reconstruction either based on Photometric Stereo, Shape from Shading or Structured Light. This paper presents a novel approach for estimating the optimal illumination directions for the accurate calculation of the surface normals, while minimising the presence of shadows and the reconstructed albedo error. The method regards a sparse representation of the illumination arrangement and estimates the light directions using l"1 optimisation. The Lambertian model is considered and the theoretical development is demonstrated with experimental results. |
Year | DOI | Venue |
|---|---|---|
2013 | 10.1016/j.sigpro.2013.04.026 | Signal Processing |
Keywords | Field | DocType |
photometric stereo,surface normal,structured light,accurate calculation,shape reconstruction,optimal illumination direction,lambertian model,illumination arrangement,sparse representation method,illumination direction,3d imaging | Computer vision,Structured light,Computer graphics (images),Sparse approximation,Albedo,Artificial intelligence,Shape reconstruction,Photometric stereo,Mathematics | Journal |
Volume | Issue | ISSN |
93 | 11 | 0165-1684 |
Citations | PageRank | References |
3 | 0.37 | 33 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Vasileios Argyriou | 1 | 279 | 30.51 |
| Stefanos Zafeiriou | 2 | 3129 | 150.99 |
| Barbara Villarini | 3 | 17 | 4.13 |
| Maria Petrou | 4 | 2270 | 223.83 |