Shape-based sorting of agricultural produce using support vector machines in a MATLAB/SIMULINK environment

Min Min Kyaw, Syed Khaleel Ahmed, Zainul Abidin Md Sharrif

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Abstract

The ability to sort agricultural produce automatically is very important. This paper addresses one way to identify agricultural produce based on their shape. The techniques used are based on support vector machines. The images of the produce are loaded into MATLAB and the features extracted using image processing techniques based on edge detection. These features are then input to a classifier; i.e., a support vector machine, for identification. A regular digital camera is used for acquiring the image, and all manipulations are performed in a MATLAB / SIMULINK environment. The results obtained are an improvement over a previous technique.

Original languageEnglish
Title of host publicationProceedings of 2009 5th International Colloquium on Signal Processing and Its Applications, CSPA 2009
Pages135-139
Number of pages5
DOIs
Publication statusPublished - 19 Oct 2009
Event2009 5th International Colloquium on Signal Processing and Its Applications, CSPA 2009 - Kuala Lumpur, Malaysia
Duration: 06 Mar 200908 Mar 2009

Publication series

NameProceedings of 2009 5th International Colloquium on Signal Processing and Its Applications, CSPA 2009

Other

Other2009 5th International Colloquium on Signal Processing and Its Applications, CSPA 2009
CountryMalaysia
CityKuala Lumpur
Period06/03/0908/03/09

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All Science Journal Classification (ASJC) codes

  • Computational Theory and Mathematics
  • Computer Science Applications
  • Computer Vision and Pattern Recognition
  • Signal Processing

Cite this

Kyaw, M. M., Khaleel Ahmed, S., & Md Sharrif, Z. A. (2009). Shape-based sorting of agricultural produce using support vector machines in a MATLAB/SIMULINK environment. In Proceedings of 2009 5th International Colloquium on Signal Processing and Its Applications, CSPA 2009 (pp. 135-139). [5069203] (Proceedings of 2009 5th International Colloquium on Signal Processing and Its Applications, CSPA 2009). https://doi.org/10.1109/CSPA.2009.5069203