2024
DOI: 10.1109/access.2024.3391371
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Economic Fruit Trees Recognition in Hillsides: A CNN-Based Approach Using Enhanced UAV Imagery

Maral Hooshyar,
Yuan-Shuo Li,
Wen Chun Tang
et al.

Abstract: Managing sloping terrains worldwide presents a significant challenge due to the lack of structured management practices, particularly when integrating various fruit trees in irregular arrangements. This study addresses the complexity arising from mixed cultivation by proposing a solution utilizing Unmanned Aerial Vehicle (UAV) imagery for tree species recognition and fruit tree classification. Our approach involves equipping UAVs with multispectral and optical cameras to capture imagery over experimental slopi… Show more

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