Field-Based Plot Extraction Using UAV RGB Images

no code implementations • 1 Sep 2021 • Changye Yang, Sriram Baireddy, Enyu Cai, Melba Crawford, Edward J. Delp

Unmanned Aerial Vehicles (UAVs) have become popular for use in plant phenotyping of field based crops, such as maize and sorghum, due to their ability to acquire high resolution data over field trials.

Management Plant Phenotyping

Panicle Counting in UAV Images For Estimating Flowering Time in Sorghum

no code implementations • 15 Jul 2021 • Enyu Cai, Sriram Baireddy, Changye Yang, Melba Crawford, Edward J. Delp

Flowering time (time to flower after planting) is important for estimating plant development and grain yield for many crops including sorghum.

Deep Transfer Learning For Plant Center Localization

no code implementations • 29 Apr 2020 • Enyu Cai, Sriram Baireddy, Changye Yang, Melba Crawford, Edward J. Delp

In this paper, we propose a method for estimating plant centers by transferring an existing model to a new scenario using limited ground truth data.

Management Plant Phenotyping +1