Early Detection of Bacterial Blight in Hyperspectral Images Based on Random Forest and Adaptive Coherence Estimator

• Published in: Sustainability Vol. 14; no. 20; p. 13168
• Main Authors: Wu, Yuqiang, Cao, Yifei, Zhai, Zhaoyu
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.10.2022
• Subjects: Algorithms; Bacterial infections; Blight; Coherence; Color imagery; Crop diseases; Disease detection; Disease prevention; Hyperspectral imaging; Image detection; Leaves; Methods; Plant diseases; Rice; Seeds; Software; Sustainability; Wavelengths; Wheat; China; United States > US

Rice disease detection is of great significance to rice disease management. It is difficult to identify the rice leaves with different colors in different disease periods by RGB image and without aided eyes. Traditional equipment and methods are relatively inefficient in meeting the needs of current...