Visual Perception and Modeling for Autonomous Apple Harvesting

Visual perception and modelling are essential tasks in many vision-dependent robotic tasks. This work presents a robotic vision system to perform fruit recognition, modelling, and environment modelling for autonomous apple harvesting. The fruit recognition applies a deep-learning model Dasnet to per...

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Bibliographic Details
Main Authors: Hanwen Kang, Hongyu Zhou, Chao Chen
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9051680/