Identification and classification of bulk paddy, brown, and white rice cultivars with colour features extraction using image analysis and neural network

Identification and classification of bulk paddy, brown, and white rice cultivars with colour features extraction using image analysis and neural network

We identify five rice cultivars by mean of developing an image processing algorithm. After preprocessing operations, 36 colour features in RGB, HSI, HSV spaces were extracted from the images. These 36 colour features were used as inputs in back propagation neural network. The feature selection opera...

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Bibliographic Details
Main Authors: Iman Golpour, Jafar Amiri Parian, Reza Amiri Chayjan
Format: Article
Language:English
Published: Czech Academy of Agricultural Sciences 2014-06-01
Series:Czech Journal of Food Sciences
Subjects:
stepdisc analysis
hsi
hsv back propagation algorithm, bulk images
Online Access:https://cjfs.agriculturejournals.cz/artkey/cjf-201403-0011_identification-and-classification-of-bulk-paddy-brown-and-white-rice-cultivars-with-colour-features-extractio.php

Internet

https://cjfs.agriculturejournals.cz/artkey/cjf-201403-0011_identification-and-classification-of-bulk-paddy-brown-and-white-rice-cultivars-with-colour-features-extractio.php

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