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2021, Vol: 8, Issue: 1
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Review Article 


AUTOMATIC SEED CLASSIFICATION BY MULTI-LAYER NEURAL NETWORK WITH SPATIAL-FEATURE EXTRACTION

G. Suseendran, E. Chandrasekaran, D. Akila, D. Balaganesh.

Abstract
Now a day’s research works on agriculture field have been widely implemented and it is the department that shows rapid growth. This improved growth has shaken its hands to technology for extreme growth. Man, free system for food processing unit like classification based on variety, quality and other aspects. This paper expresses about seed classification based on multiple feature extraction and minimum distance classifier. Feature extraction is associated with spatial, color, shape, texture and statistical features. We have used rice, corn and wheat for this classification process. Too many features have been extracted. Optimum morphological features are extracted for database creation. Training and classification by Means of Multi-Layer Perceptron neural network and Neuro-fuzzy neural network. Matlab tool have been used for entire process.

Key words: Classification, rice, wheat, corn, feature extraction, Multi-layer perceptron neural network, Neuro-Fuzzy classification.


 
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How to Cite this Article
Pubmed Style

G. Suseendran, E. Chandrasekaran, D. Akila, D. Balaganesh. AUTOMATIC SEED CLASSIFICATION BY MULTI-LAYER NEURAL NETWORK WITH SPATIAL-FEATURE EXTRACTION. JCR. 2020; 7(2): 587-590. doi:10.31838/jcr.07.02.108

Web Style

G. Suseendran, E. Chandrasekaran, D. Akila, D. Balaganesh. AUTOMATIC SEED CLASSIFICATION BY MULTI-LAYER NEURAL NETWORK WITH SPATIAL-FEATURE EXTRACTION. http://www.jcreview.com/?mno=89194 [Access: January 03, 2021]. doi:10.31838/jcr.07.02.108

AMA (American Medical Association) Style

G. Suseendran, E. Chandrasekaran, D. Akila, D. Balaganesh. AUTOMATIC SEED CLASSIFICATION BY MULTI-LAYER NEURAL NETWORK WITH SPATIAL-FEATURE EXTRACTION. JCR. 2020; 7(2): 587-590. doi:10.31838/jcr.07.02.108


Vancouver/ICMJE Style

G. Suseendran, E. Chandrasekaran, D. Akila, D. Balaganesh. AUTOMATIC SEED CLASSIFICATION BY MULTI-LAYER NEURAL NETWORK WITH SPATIAL-FEATURE EXTRACTION. JCR. (2020), [cited January 03, 2021]; 7(2): 587-590. doi:10.31838/jcr.07.02.108


Harvard Style

G. Suseendran, E. Chandrasekaran, D. Akila, D. Balaganesh (2020) AUTOMATIC SEED CLASSIFICATION BY MULTI-LAYER NEURAL NETWORK WITH SPATIAL-FEATURE EXTRACTION. JCR, 7 (2), 587-590. doi:10.31838/jcr.07.02.108


Turabian Style

G. Suseendran, E. Chandrasekaran, D. Akila, D. Balaganesh. 2020. AUTOMATIC SEED CLASSIFICATION BY MULTI-LAYER NEURAL NETWORK WITH SPATIAL-FEATURE EXTRACTION. Journal of Critical Reviews, 7 (2), 587-590. doi:10.31838/jcr.07.02.108


Chicago Style

G. Suseendran, E. Chandrasekaran, D. Akila, D. Balaganesh. "AUTOMATIC SEED CLASSIFICATION BY MULTI-LAYER NEURAL NETWORK WITH SPATIAL-FEATURE EXTRACTION." Journal of Critical Reviews 7 (2020), 587-590. doi:10.31838/jcr.07.02.108


MLA (The Modern Language Association) Style

G. Suseendran, E. Chandrasekaran, D. Akila, D. Balaganesh. "AUTOMATIC SEED CLASSIFICATION BY MULTI-LAYER NEURAL NETWORK WITH SPATIAL-FEATURE EXTRACTION." Journal of Critical Reviews 7.2 (2020), 587-590. Print. doi:10.31838/jcr.07.02.108


APA (American Psychological Association) Style

G. Suseendran, E. Chandrasekaran, D. Akila, D. Balaganesh (2020) AUTOMATIC SEED CLASSIFICATION BY MULTI-LAYER NEURAL NETWORK WITH SPATIAL-FEATURE EXTRACTION. Journal of Critical Reviews, 7 (2), 587-590. doi:10.31838/jcr.07.02.108


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