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06/04/2023
Deep learning powered real-time identification of insects using citizen science data
Insect-pests significantly impact global agricultural productivity and q...
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05/02/2023
Out-of-distribution detection algorithms for robust insect classification
Deep learning-based approaches have produced models with good insect cla...
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11/13/2020
Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications
Reliable seed yield estimation is an indispensable step in plant breedin...
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06/07/2020
How useful is Active Learning for Image-based Plant Phenotyping?
Deep learning models have been successfully deployed for a diverse array...
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04/24/2018
Explaining hyperspectral imaging based plant disease identification: 3D CNN and saliency maps
Our overarching goal is to develop an accurate and explainable model for...
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10/24/2017
Interpretable Deep Learning applied to Plant Stress Phenotyping
Availability of an explainable deep learning model that can be applied t...
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10/12/2017
Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean
Charcoal rot is a fungal disease that thrives in warm dry conditions and...
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03/25/2016
