Search Results - "Grbovic, Zeljana"
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Predicting fungal infection sensitivity of sepals in harvested tomatoes using imaging spectroscopy and partial least squares discriminant analysis
Published in Journal of near infrared spectroscopy (United Kingdom) (03-11-2024)“…Tomatoes ( Solanum lycopersicum L.) are a widely grown and globally traded vegetable, essential for both local consumption and international trade. However,…”
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Journal Article -
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Predicting sensitivity of recently harvested tomatoes and tomato sepals to future fungal infections
Published in Scientific reports (30-11-2021)“…Tomato is an important commercial product which is perishable by nature and highly susceptible to fungal incidence once it is harvested. Not all tomatoes are…”
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Unmanned aerial vehicle-based evaluation of pollination performance employing clustering image processing technique
Published in CABI agriculture and bioscience (19-09-2024)“…Abstract The global decline of pollinator populations is posing a threat to agricultural productivity, increasingly forcing farmers to introduce pollinators to…”
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Exploration of Data Augmentation Techniques for Bush Detection in Blueberry Orchards
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (17-06-2024)“…Advancements in object detection technology have led to its widespread application across various fields, yet its adoption in agriculture, particularly for…”
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Conference Proceeding -
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End-to-End Deep Learning Models for Gap Identification in Maize Fields
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (17-06-2024)“…We propose an approach to jointly count plants and detect gaps in maize fields using end-to-end deep-learning models. Unlike previous efforts that focused…”
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Conference Proceeding -
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Artificial Intelligence-Driven Weed Segmentation for the Spot-Spraying in Blueberry Orchards
Published in 2024 11th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN) (03-06-2024)“…Excessive use of herbicides has detrimental effects on the environment and food quality. To mitigate this, autonomous systems are being developed for the…”
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Conference Proceeding -
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Bush Detection for Vision-based UGV Guidance in Blueberry Orchards: Data Set and Methods
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01-06-2023)“…Object detection has reached strong performance in the last decade, having seen its usage spreading to various application areas, such as medicine,…”
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Conference Proceeding -
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Corn Plant In-Row Distance Analysis Based on Unmanned Aerial Vehicle Imagery and Row-Unit Dynamics
Published in Applied sciences (19-11-2024)“…Uniform spatial distribution of plants is crucial in arable crops. Seeding quality is affected by numerous parameters, including the working speed and…”
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Journal Article