articleFeb 1, 2015Closed access

Plant Disease Detection Using Image Processing

Savitribai Phule Pune University

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Abstract

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.…

Citation impact

739
total citations
FWCI
28.36
Percentile
100%
References
11
Citations per year

Authors

2

Topics & keywords

Keywords
  • Plant disease
  • Artificial intelligence
  • Image processing
  • Feature extraction
  • Computer science
  • Image segmentation
  • Computer vision
  • Segmentation
UN Sustainable Development Goals
  • Zero hunger
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