Title
Object 3D Reconstruction based on Photometric Stereo and Inverted Rendering.
Abstract
Methods for 3D reconstruction such as Photometric stereo recover the shape and reflectance properties using multiple images of an object taken with variable lighting conditions from a fixed viewpoint. Photometric stereo assumes that a scene is illuminated only directly by the illumination source. As result, indirect illumination effects due to inter-reflections introduce strong biases in the recovered shape. Our suggested approach is to recover scene properties in the presence of indirect illumination. To this end, we proposed an iterative PS method combined with a reverted Monte-Carlo ray tracing algorithm to overcome the inter-reflection effects aiming to separate the direct and indirect lighting. This approach iteratively reconstructs a surface considering both the environment around the object and its concavities. We demonstrate and evaluate our approach using three datasets and the overall results illustrate improvement over the classic PS approaches.
Year
DOI
Venue
2018
10.1109/sitis.2018.00039
2018 14th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)
Keywords
DocType
Volume
Lighting,Shape,Surface reconstruction,Three-dimensional displays,Ray tracing,Image color analysis,Image reconstruction
Conference
abs/1811.02357
Citations 
PageRank 
References 
0
0.34
0
Authors
3
Name
Order
Citations
PageRank
Anish R. Khadka100.34
P. Remagnino2145399.67
Vasileios Argyriou327930.51