Semantic Segmentation of Plant Leaves Based on Generative Adversarial Network and Attention Mechanism

Semantic Segmentation of Plant Leaves Based on Generative Adversarial Network and Attention Mechanism

Due to the rapid growth of the population, the pressure on food is increasing and the demand for higher crop yields is rising. It is crucial to periodically monitor plant phenotypic traits, and deep learning has a good effect on image recognition and segmentation. This paper proposes a method based...

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Bibliographic Details
Main Authors: Liying Cao, Hongda Li, Xuerui Liu, Guifen Chen, Helong Yu
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Semantic segmentation
attention mechanism
generative adversarial network
Segnet
phenotypic characteristics
Online Access:https://ieeexplore.ieee.org/document/9828400/

Internet

https://ieeexplore.ieee.org/document/9828400/

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