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Proceedings Paper

Effect of water on neural-network-based soil image recognizer and classifier
Author(s): Nagaraj V Dharwadkar; D. G. Savakar; S. S. Panchal; A. A. Javaji; S. R. Rathod
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Paper Abstract

From the last few years, more attention has been directed towards the usage of information technology in agriculture. This new way of farming offers the promise of improving farm profitability. Using Internet the farmers can collect data like geographical- referred yield, weather, soil and other important data related to farming. The aim is to use these data to produce area-specific crop production decisions. For increasing the production quality of crop soil plays very important role. To help the farmer in deciding how to increase the crop quality based on soil. We have proposed, soil image recognizer and classifier, which classifies soil image samples based on their color and morphological features. Different types of soil image samples considered like red soil, black soil, black cotton soil. Using color and morphological features a Neural Network Based Classifier is designed. The effect of water on the soil image classifier is analyzed by adding the water into different portions of soil samples. The accuracy of the soil image classifier is improved by considering wet soil samples.

Paper Details

Date Published: 9 July 2011
PDF: 6 pages
Proc. SPIE 8009, Third International Conference on Digital Image Processing (ICDIP 2011), 80092A (9 July 2011); doi: 10.1117/12.896156
Show Author Affiliations
Nagaraj V Dharwadkar, B.L.D.E.A's College of Engineering and Technology Bijapur (India)
D. G. Savakar, B.L.D.E.A's College of Engineering and Technology Bijapur (India)
S. S. Panchal, B.L.D.E.A's College of Engineering and Technology Bijapur (India)
A. A. Javaji, B.L.D.E.A's College of Engineering and Technology Bijapur (India)
S. R. Rathod, B.L.D.E.A's College of Engineering and Technology Bijapur (India)


Published in SPIE Proceedings Vol. 8009:
Third International Conference on Digital Image Processing (ICDIP 2011)
Ting Zhang, Editor(s)

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