177 citations · 575 across the 6 of their papers we have counts for
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A Comparative Study of Fruit Detection and Counting Methods for Yield Mapping in Apple Orchards
Nicolai Häni, Pravakar Roy, Volkan Isler
We present new methods for apple detection and counting based on recent deep learning approaches and compare them with state-of-the-art results based on classical methods. Our goal…
Semantic Mapping for Orchard Environments by Merging Two-Sides Reconstructions of Tree Rows
Wenbo Dong, Pravakar Roy, Volkan Isler
Measuring semantic traits for phenotyping is an essential but labor-intensive activity in horticulture. Researchers often rely on manual measurements which may not be accurate for…
Vision-Based Preharvest Yield Mapping for Apple Orchards
Pravakar Roy, Abhijeet Kislay, Patrick A. Plonski +2
We present an end-to-end computer vision system for mapping yield in an apple orchard using images captured from a single camera. Our proposed system is platform independent and do…