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Browsing by Author "Bao, Yin"
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Kinematic Equine Gait Analysis and Architecture Trait Phenotyping of Loblolly Pine using 3D Stereo Machine Vision and Deep Learning
Niknejad, Nariman (2022-12-02)
As agricultural technologies have progressed rapidly over the past decades, animal and plant phenotyping has become one of the primary research topics. Conventional phenotyping relies heavily on manual measurements, which ...
Precision Agriculture Systems for the Southeast US Using Computer Vision and Deep Learning
Bidese Puhl, Rafael (2023-08-10) ETD File Embargoed
Recent advancements in sensors, machine vision and deep learning with the development
of efficient algorithms has enabled new opportunities in precision agriculture. In this dissertation
three different projects are ...
Rapid peanut phenotyping and water quality monitoring using remote sensing and machine learning techniques
Bagherian, Kamand (2022-12-06)
As aerial and sensing technologies have been developed, so have their applications in plant phenotyping and water quality monitoring. This is especially true with respect to the mass manufacture of easily portable quadcopters ...
Segmentation and 3D reconstruction of root systems and Humulus lupulus for high-throughput phenotyping using deep neural networks and 3D imaging
Cassity, Mary Elizabeth (2023-07-31) ETD File Embargoed
The availability of artificial intelligence (AI) tools for computer vision applications has greatly increased in recent years, with many advanced tools available to researchers across various fields. Precision agriculture ...