Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 13 of 13 for “"plant phenotyping"”.
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Image-based deep learning approaches for plant phenotyping
The genetic potential of plant traits remains unexplored due to challenges in available phenotyping methods. Deep learning could be used to build automatic tools for identifying, localizing and quantifying plant features based on agricultural images. This dissertation describes the development and …
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DEVELOPMENT OF A FIELD-BASED MOBILE PLATFORM FOR PLANT PHENOTYPING
… of an affordable field-based high-throughput plant phenotyping platform for monitoring Canola plants, including both data acquisition/visualization software and measurement system, was the main objective of this research. The primary motivation for this research is the fact that breeders need …
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3D machine vision system for robotic weeding and plant phenotyping
… system should be capable of differentiating crop plants and weeds to avoid contaminating crops with herbicide or damaging them with mechanical tools. For the plant genetics industry, automated high-throughput phenotyping technology is critical to profiling seedlings at a large scale to facilitate …
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Development of Multifunctional Electrical Impedance Spectroscopy System for Characterization in Plant Phenotyping
Plant phenotyping plays an important role for the thorough assessment of plant traits such as growth, development, resistance, physiology, etc. Assessing the nutrients and water contents by obtaining the spectroscopy data is essential for plant characterization, and photosynthesis. The conventional …
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Application of unmanned aerial systems and deep learning in high-throughput plant phenotyping
Plant phenotyping plays an essential role in decision support in precision agriculture and plant breeding. However, traditional phenotyping methods are typically through manually measuring the target traits, which is time-consuming and labor-intensive with sampling bias. Technological innovations …
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Advances in automated plant phenotyping and target-driven visual navigation for breeding candidates
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2027-08-01
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Autonomous robotic system for high throughput plant phenotyping (width estimation) in agricultural fields
U of I Only Restriction Lifted for Item 112989 on 2021-11-27T10:15:27Z.
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RGB and NIR Image Registration for Proximal Multiband Imaging
Accurate monitoring of plant traits is critical to advancing agricultural productivity and sustainability. Multispectral imaging relying on red-green-blue (RGB) and near-infrared (NIR) imagery has become an essential tool in high-throughput plant phenotyping. However, accurate analysis requires …
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Towards Collaborative Scientific Workflow Management System
… present our proposed method with a use-case of Plant Phenotyping and Genotyping research domain. Recent study shows that the collaborative SWfMSs often different sets of opportunities and challenges. From our investigations on existing research works towards collaborative SWfMSs and findings of …
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Generalizable Canola Seedling Detection in Aerial Field Imagery
… yield returns of their canola fields. Emergence plant counts are prized as one of the earliest and most useful indicators of crop health. Traditionally, plant population numbers have been estimated by manually counting the number of emerged seedlings at various field locations. Due to the high …
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Development of Open-Source Gantry-Plus Robot Systems for Plant Science research
… and readily available automation options for plant research remain scarce, however with the availability of such a system, many research tasks can be streamlined. In this project, we demonstrate a prototype of such an open-source, low-cost, heterogeneous robotic system called Mini T-Rex. We …
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Evaluation of Yield and Agronomic Performance of Leafed and Semi-leafless Pea Blends
Field pea has two distinct leaf morphologies: leafed (L) and semi-leafless (SL). The leafed pea is more susceptible to lodging, but it may have high yield potential when lodging is prevented. In contrast, the semi-leafless pea is bred for lodging resistance and has greater yield stability. However, …
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Assessment of the spatial variability of vegetative status in vineyards using non-destructive sensors: Application of remote and proximal sensing technologies in precision viticulture
Introduction: The vegetative status of grapevines influences yield and grape composition. The assessment of the vineyard spatial and temporal variability in precision viticulture requires a large amount of data. Traditional methods are not suitable, as they are time and labour demanding, making the …