Classification in BioApps by Nilanjan Dey Amira S. Ashour & Surekha Borra

Author:Nilanjan Dey, Amira S. Ashour & Surekha Borra
Language: eng
Format: epub
Publisher: Springer International Publishing, Cham

References

Plant leaf

Segmentation

Features

Feature extraction

Advantages

Disadvantages

Shrivastava et al. [29]

Soybean plant leaves

Bi-level threshold

method

Texture

Color

ROI,

Morphological filtering

–More perceptual difference between diseased and healthy regions

–No human intervention is required for segmentation

–Total number of infected pixels proportional to plant disease severity is not always valid

Kaundal et al. [33]

Rice plants

Not available

Color

Not available

–Optimizes the usage of pesticides

–Seasonal real-time weather-based disease predictor

–Forewarning system that reduces yield loss

–Empirical relationships used to determine the disease development between plant-weather infectious cycle are difficult to analyze and change with each location

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