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Proceedings Paper

Small plot identification from video streams for high-throughput phenotyping of large breeding populations with unmanned aerial systems
Author(s): Xu Wang; Cameron Amos; Mark Lucas; Grant Williams; Jesse Poland
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Paper Abstract

In breeding and genetics programs, thousands of small plots in the size of a few square meters each having a unique genetic entry, are used to evaluate huge numbers of candidates and large mapping populations. Low-altitude remote sensing with unmanned aerial systems (UAS) can generate high geospatial resolution measurements of plants and enable high temporal resolution measurements through multiple crop growth stages. However, to identify individual plot from aerial images robustly and automatically becomes a key challenge in high throughput phenotyping (HTP) using UAS. In this case study, we captured super high-resolution video clips of wheat canopies by a UAS at low altitude. We proposed an image processing pipeline for identifying individual plot from video frames. Preliminary results indicate the methods can highly accelerate the process of linking genotypes to individual plot images and can be fully automated. This research provides a proof-of-concept and has broad implications of novel phenomics application of UAS that is scalable to tens-of-thousands of plots in crop breeding and genetic studies.

Paper Details

Date Published: 14 May 2019
PDF: 9 pages
Proc. SPIE 11008, Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping IV, 110080D (14 May 2019); doi: 10.1117/12.2518532
Show Author Affiliations
Xu Wang, Kansas State Univ. (United States)
Cameron Amos, Kansas State Univ. (United States)
Mark Lucas, Kansas State Univ. (United States)
Grant Williams, Kansas State Univ. (United States)
Jesse Poland, Kansas State Univ. (United States)


Published in SPIE Proceedings Vol. 11008:
Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping IV
J. Alex Thomasson; Mac McKee; Robert J. Moorhead, Editor(s)

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