DocumentCode
3713691
Title
Depth estimation from light field cameras
Author
Sunghoon Im; Hae-Gon Jeon; Hyowon Ha; In So Kweon
Author_Institution
Korea Advanced Institute of Science and Technology, Republic of Korea
fYear
2015
Firstpage
190
Lastpage
191
Abstract
We present a 3D reconstruction method to estimate depth maps using light-field camera. The estimated depth is widely used for photographic editing. The proposed algorithm, as a feature-based method, provides high quality depth map. First, the distinctive features are extracted from reference image, and the correspondences are tracked. Second, the depth values for each points are calculated by small angle approximated bundle adjustment. Finally, the whole depth map is estimated by simple depth propagation method. To show the effectiveness of our algorithm, we compare our results with the state-of-the-art algorithm.
Keywords
"Cameras","Feature extraction","Estimation","Three-dimensional displays","Image color analysis","Image reconstruction","Computer vision"
Publisher
ieee
Conference_Titel
Ubiquitous Robots and Ambient Intelligence (URAI), 2015 12th International Conference on
Type
conf
DOI
10.1109/URAI.2015.7358863
Filename
7358863
Link To Document