LightConstrainedSfM

Description

This is the code for the paper
A. Ravendran, M. Bryson, and D. G. Dansereau, “Burst imaging for light-constrained structure-from-motion,” IEEE Robotics and Automation Letters (RA-L, ICRA), vol. 7, no. 2, pp. 1040–1047, Apr. 2022 Available here.

For further information please see the Project Website.

Dependencies

These are required for running the folders:

Filename Description
Readme.md Main Readme file.
example Demonstration of the imaging pipeline used during the reconstruction on a burst with synthetic noise. For further details, please read Readme within example folder. Implementation is on deBayered images e.g. JPG or PNG images
reconstruction The implementation of Light-Constrained SfM on raw Bayer images over different bursts of different scenes. For further details, please read Readme within reconstruction folder. Implementation is on raw Bayer images.