SMR-RS: An Improved Mask R-CNN Specialized for Rolled Rice Stubble Row Segmentation

SMR-RS: An Improved Mask R-CNN Specialized for Rolled Rice Stubble Row Segmentation

As a highly productive rice, ratoon rice is widely planted worldwide, but the rolling of rice stubble in mechanical harvesting severely limits its total yield; based on this, some scholars have proposed rolled rice stubble righting machines. However, limited by the uncertainty of the field environme...

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Bibliographic Details
Main Authors: Yuanrui Li, Liping Xiao, Zhaopeng Liu, Muhua Liu, Peng Fang, Xiongfei Chen, Jiajia Yu, Junan Liu, Jinping Cai
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Applied Sciences
Subjects:
ratoon rice
convolutional neural network
instance segmentation
model simplification
Mask R-CNN
Online Access:https://www.mdpi.com/2076-3417/13/16/9136

Internet

https://www.mdpi.com/2076-3417/13/16/9136

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