End to End Segmentation of Canola Field Images Using Dilated U-Net

Semantic segmentation is used in many fields like agriculture, medical imaging, and autonomous driving. The paper proposes an end to end solution for efficient weeds and crop segmentation in field environment application. The crop/weeds segmented output is utilized to generate a decision map for var...

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Bibliographic Details
Main Authors: Hafiz Sami Ullah, Muhammad Hamza Asad, Abdul Bais
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9405989/