A Segmentation Algorithm for the Leaf Area Identification in Plant’s Images

Authors

  • Abhishek Gupta School of Computer Science and Engineering, Shri Mata Vaishno Devi University, Katra, Jammu and Kashmir 182320, India

Keywords:

Automatic monitoring, Image processing, Phenotype, Plant leaf monitoring, Segmentation

Abstract

The agricultural field is emerging for solving problems using computer vision algorithms. To monitor the plants based on leaf segmentation is also one of the essential requirements in the near future where there will be no manual work for the cultivation and growth of the plants. In this paper, an algorithm is proposed for the automatic monitoring of the plant based on leaf segmentation. The proposed algorithm does not take much time and also is recommended to use in real-time monitoring. The algorithm was validated on two databases and results were found satisfactory to use it for monitoring purposes. A method of plant monitoring based on leaf segmentation is also discussed for the future enhancement of this work. The combination of the proposed algorithm and method of monitoring will aid in designing a fully automated system for the monitoring of plants.

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Published

2022-06-29

How to Cite

Gupta, A. (2022). A Segmentation Algorithm for the Leaf Area Identification in Plant’s Images. Science & Technology Asia, 27(2), 171–178. Retrieved from https://ph02.tci-thaijo.org/index.php/SciTechAsia/article/view/241231

Issue

Section

Engineering