Voxel carving-based 3D reconstruction of sorghum identifies genetic determinants of light interception efficiency.

ABSTRACT: Changes in canopy architecture traits have been shown to contribute to yield increases. Optimizing both light interception and light interception efficiency of agricultural crop canopies will be essential to meeting the growing food needs. Canopy architecture is inherently three-dimensional (3D), but many approaches to measuring canopy architecture component traits treat the canopy as a two-dimensional (2D) structure to make large scale measurement, selective breeding, and gene identification logistically feasible. We develop a high throughput voxel carving strategy to reconstruct 3D representations of sorghum from a small number of RGB photos. Our approach builds on the voxel carving algorithm to allow for fully automatic reconstruction of hundreds of plants. It was employed to generate 3

SUBMITTER: Gaillard M 

PROVIDER: S-EPMC7541904 | biostudies-literature | 2020 Oct

REPOSITORIES: biostudies-literature