ISSN 2394-5125
 

Research Article 


A FAST AND EFFICIENT COLOR MODEL FOR AUTOMATIC MONITORING OF PLANTS BASED ON LEAF IMAGES

Abhishek Gupta, Deo Prakash.

Abstract
Abstract
Plants are essential to human life. Consequently, the growth of plants must be taken care by the
human which requires high efforts. Therefore, automation is required in this field to take care of
the plants. A color-based model is designed to detect a specific color due to its prominence. This
color-based model was helpful to identify the plantís green color in this particular application.
Validation of the model was performed on three databases and performance parameters were
tabulated. The average segmentation accuracy was found as 0.95%, 0.99% and 0.99% on three
databases respectively. The growth of the plant was also measured through the segmented image
area which can be helpful for the monitoring of the plantís growth.

Key words: Keywords: Color model, leaf segmentation, automatic segmentation, monitoring of plantís growth, color segmentation, image segmentation


 
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Pubmed Style

Abhishek Gupta, Deo Prakash. A FAST AND EFFICIENT COLOR MODEL FOR AUTOMATIC MONITORING OF PLANTS BASED ON LEAF IMAGES. JCR. 2020; 7(17): 2398-2404. doi:10.31838/jcr.07.17.296


Web Style

Abhishek Gupta, Deo Prakash. A FAST AND EFFICIENT COLOR MODEL FOR AUTOMATIC MONITORING OF PLANTS BASED ON LEAF IMAGES. http://www.jcreview.com/?mno=99378 [Access: August 18, 2021]. doi:10.31838/jcr.07.17.296


AMA (American Medical Association) Style

Abhishek Gupta, Deo Prakash. A FAST AND EFFICIENT COLOR MODEL FOR AUTOMATIC MONITORING OF PLANTS BASED ON LEAF IMAGES. JCR. 2020; 7(17): 2398-2404. doi:10.31838/jcr.07.17.296



Vancouver/ICMJE Style

Abhishek Gupta, Deo Prakash. A FAST AND EFFICIENT COLOR MODEL FOR AUTOMATIC MONITORING OF PLANTS BASED ON LEAF IMAGES. JCR. (2020), [cited August 18, 2021]; 7(17): 2398-2404. doi:10.31838/jcr.07.17.296



Harvard Style

Abhishek Gupta, Deo Prakash (2020) A FAST AND EFFICIENT COLOR MODEL FOR AUTOMATIC MONITORING OF PLANTS BASED ON LEAF IMAGES. JCR, 7 (17), 2398-2404. doi:10.31838/jcr.07.17.296



Turabian Style

Abhishek Gupta, Deo Prakash. 2020. A FAST AND EFFICIENT COLOR MODEL FOR AUTOMATIC MONITORING OF PLANTS BASED ON LEAF IMAGES. Journal of Critical Reviews, 7 (17), 2398-2404. doi:10.31838/jcr.07.17.296



Chicago Style

Abhishek Gupta, Deo Prakash. "A FAST AND EFFICIENT COLOR MODEL FOR AUTOMATIC MONITORING OF PLANTS BASED ON LEAF IMAGES." Journal of Critical Reviews 7 (2020), 2398-2404. doi:10.31838/jcr.07.17.296



MLA (The Modern Language Association) Style

Abhishek Gupta, Deo Prakash. "A FAST AND EFFICIENT COLOR MODEL FOR AUTOMATIC MONITORING OF PLANTS BASED ON LEAF IMAGES." Journal of Critical Reviews 7.17 (2020), 2398-2404. Print. doi:10.31838/jcr.07.17.296



APA (American Psychological Association) Style

Abhishek Gupta, Deo Prakash (2020) A FAST AND EFFICIENT COLOR MODEL FOR AUTOMATIC MONITORING OF PLANTS BASED ON LEAF IMAGES. Journal of Critical Reviews, 7 (17), 2398-2404. doi:10.31838/jcr.07.17.296