Advanced 3D Depth Imaging Techniques for Morphometric Analysis of Detected On-Tree Apples Based on AI Technology

Advanced 3D Depth Imaging Techniques for Morphometric Analysis of Detected On-Tree Apples Based on AI Technology

This study developed non-destructive technology for predicting apple size to determine optimal harvest timing of field-grown apples. RGBD images were collected in field environments with fluctuating light conditions, and deep learning techniques were integrated to analyze morphometric parameters. Af...

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Bibliographic Details
Main Authors: Eungchan Kim, Sang-Yeon Kim, Chang-Hyup Lee, Sungjay Kim, Jiwon Ryu, Geon-Hee Kim, Seul-Ki Lee, Ghiseok Kim
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Agriculture
Subjects:
3D depth imaging
artificial intelligence
morphometric analysis
object detection
instance segmentation
amodal segmentation
Online Access:https://www.mdpi.com/2077-0472/15/11/1148
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