CUED Publications database

Augmenting depth camera output using photometric stereo

Anderson, R and Stenger, B and Cipolla, R (2011) Augmenting depth camera output using photometric stereo. Proceedings of the 12th IAPR Conference on Machine Vision Applications, MVA 2011. pp. 369-372.

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Abstract

We present a system for augmenting depth camera output using multispectral photometric stereo. The technique is demonstrated using a Kinect sensor and is able to produce geometry independently for each frame. Improved reconstruction is demonstrated using the Kinect's inbuilt RGB camera and further improvements are achieved by introducing an additional high resolution camera. As well as qualitative improvements in reconstruction a quantitative reduction in temporal noise is shown. As part of the system an approach is presented for relaxing the assumption of multispectral photometric stereo that scenes are of constant chromaticity to the assumption that scenes contain multiple piecewise constant chromaticities.

Item Type: Article
Subjects: UNSPECIFIED
Divisions: Div F > Machine Intelligence
Depositing User: Cron Job
Date Deposited: 07 Mar 2014 12:19
Last Modified: 08 Dec 2014 02:30
DOI: