Image Based Plant Leaf Disease Recognition and Estimation System

Authors

  • Sheela N Department of Computer Science, Sri Jayachamarajendra College Of Engineering, Mysuru, Karnataka, India
  • Harsha BM Department of Computer Science, Sri Jayachamarajendra College Of Engineering, Mysuru, Karnataka, India
  • Shastri N Department of Computer Science, Sri Jayachamarajendra College Of Engineering, Mysuru, Karnataka, India
  • Bhat G Department of Computer Science, Sri Jayachamarajendra College Of Engineering, Mysuru, Karnataka, India

DOI:

https://doi.org/10.26438/ijcse/v7i6.725731

Keywords:

felzenszwalb, Quickshift, color based segmentation, ResNet, LeNet, Estimation

Abstract

Agriculture is the back-bone of country`s economy, where farmer`s source of income widely depends upon farming. During the cultivation of crops, it is required to properly monitor and due to change in atmospheric condition or the loss of soil nutrition these crops get encountered with certain type of diseases. Health monitoring and disease detection on plants is very critical for sustainable agriculture. It is very difficult to monitor the plant diseases manually. It requires tremendous amount of work, expertise in the plant diseases, and also require the excessive processing time. Thus farmer cannot recognize easily because of which they incur loss in production and yield. So here we propose the system where we can detect the disease based on the leaf image and diagnose for proper medication based on the result.

References

[1] Anksha Rastogi, RitikaArora and ShanuSharma,” Leaf Disease Detection and Grading using ComputerVision Technology &Fuzzy Logic”

[2] RatihKartika Dewi and R. V. Hari Ginardi,”Feature -Extraction for Identificationof Sugarcane rust disease

[3] Yuan Tian,Chunjiang Zhao, Shenglian Lu and XinyuGuo,” SVM- based Multiple Classifier System for Recognition of Wheat Leaf Diseases

[4] SmitaNaikwadi, NiketAmoda,” Advances In Image Processing For Detection Of Plant Diseases”.

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Published

2019-06-30
CITATION
DOI: 10.26438/ijcse/v7i6.725731
Published: 2019-06-30

How to Cite

[1]
N. Sheela, B. Harsha, N. Shastri, and G. Bhat, “Image Based Plant Leaf Disease Recognition and Estimation System”, Int. J. Comp. Sci. Eng., vol. 7, no. 6, pp. 725–731, Jun. 2019.

Issue

Vol. 7 No. 6 (2019): IJCSE June Edition

Section

Research Article

License

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