Plant Disease Detection Using Image Processing

被引:158
|
作者
Khirade, Sachin D. [1 ]
Patil, A. B. [1 ]
机构
[1] Savitribai Phule PuneUniv, Pimpri Chinchwad Coll Engn, Elect & Telecommun Engn, Pune, Maharashtra, India
关键词
Image acquisition; Segmentation; feature extraction;
D O I
10.1109/ICCUBEA.2015.153
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Identification of the plant diseases is the key to preventing the losses in the yield and quantity of the agricultural product. The studies of the plant diseases mean the studies of visually observable patterns seen on the plant. Health monitoring and disease detection on plant is very critical for sustainable agriculture. It is very difficult to monitor the plant diseases manually. It requires tremendous amount of work, expertize in the plant diseases, and also require the excessive processing time. Hence, image processing is used for the detection of plant diseases. Disease detection involves the steps like image acquisition, image pre-processing, image segmentation, feature extraction and classification. This paper discussed the methods used for the detection of plant diseases using their leaves images. This paper also discussed some segmentation and feature extraction algorithm used in the plant disease detection.
引用
收藏
页码:768 / 771
页数:4
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