An Overview of the Research on Plant Leaves Disease detection using Image Processing Techniques

@article{Gavhale2014AnOO,
  title={An Overview of the Research on Plant Leaves Disease detection using Image Processing Techniques},
  author={Kiran R. Gavhale and U. Gawande},
  journal={IOSR Journal of Computer Engineering},
  year={2014},
  volume={16},
  pages={10-16}
}
  • Kiran R. Gavhale, U. Gawande
  • Published 2014
  • Computer Science
  • IOSR Journal of Computer Engineering
    • Diseases in plants cause major production and economic losses as well as reduction in both quality and quantity of agricultural products. [...] Key Method This technique will improves productivity of crops. This paper also compares the benefits and limitations of these potential methods. It includes several steps viz. image acquisition, image pre-processing, features extraction and neural network based classification.Expand Abstract
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    76 Citations
    Highly Influencial Citations
    3
    Background Citations
    17
    Methods Citations
    15
    Results Citations
    1
    76 Citations
    Citation Type

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    References

    SHOWING 1-10 OF 19 REFERENCES
    Applying image processing technique to detect plant diseases
    • 108
    Detection of unhealthy region of plant leaves and classification of plant leaf diseases using texture features
    • 253
    • PDF
    Grape leaf disease detection from color imagery using hybrid intelligent system
    • 141
    Classification of cotton leaf spot diseases using image processing edge detection techniques
    • P. Revathi, M. Hemalatha
    • Engineering
    • 2012 International Conference on Emerging Trends in Science, Engineering and Technology (INCOSET)
    • 2012
    • 97
    A framework for detection and classification of plant leaf and stem diseases
    • 178
    Image recognition of plant diseases based on backpropagation networks
    • 59
    Agricultural plant Leaf Disease DetectionUsing Image Processing
    • 81
    • PDF
    Image recognition of plant diseases based on principal component analysis and neural networks
    • 42
    A Research of Maize Disease Image Recognition of Corn Based on BP Networks
    • 43
    Fast and Accurate Detection and Classification of Plant Diseases
    • 361
    • PDF