Super-Resolution of Plant Disease Images for the Acceleration of Image-based Phenotyping and Vigor Diagnosis in Agriculture

Super-Resolution of Plant Disease Images for the Acceleration of Image-based Phenotyping and Vigor Diagnosis in Agriculture

Unmanned aerial vehicles (UAVs or drones) are a very promising branch of technology, and they have been utilized in agriculture—in cooperation with image processing technologies—for phenotyping and vigor diagnosis. One of the problems in the utilization of UAVs for agricultural purposes is the limit...

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Bibliographic Details
Main Authors: Kyosuke Yamamoto, Takashi Togami, Norio Yamaguchi
Format: Article
Language:English
Published: MDPI AG 2017-11-01
Series:Sensors
Subjects:
super-resolution
deep learning
convolutional neural network
disease classification
agriculture
Online Access:https://www.mdpi.com/1424-8220/17/11/2557

Internet

https://www.mdpi.com/1424-8220/17/11/2557

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