Using a Two-Stage HOG-SVM / CNN Model to Identify and Classify Forms of Brown Planthoppers

Approximately ten percent of rice crop yields throughout the Asia-Pacific region are reduced due to pests called brown planthoppers (BPH). We use a two-stage model to identify BPH from rice crop images and use these to determine the form of each BPH in the image, which has implications for predictin...

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Bibliographic Details
Main Authors: Harris, Christopher G., Andika, Ignatius P., Trisyono, Y. Andi
Format: Conference or Workshop Item
Language:English
Published: 2022
Subjects:
Online Access:https://repository.ugm.ac.id/282685/1/Using_a_Two-Stage_HOG-SVM___CNN_Model_to_Identify_and_Classify_Forms_of_Brown_Planthoppers.pdf