Application of Python-OpenCV to detect contour of shapes and colour of a real image
Authors/Creators
- 1. Sylhet Agricultural University
- 2. Sher-e-Bangla Agricultural University
Description
Abstract: OpenCV-Python has found its use in various fields during the course of its development, especially in the shape and colour detection of an actual image. It is more reliable to make a better and faster decision. So, OpenCV and Python are increasingly finding their application in the shape and colour detection of the images. In this following work, we will focus on how to detect the shapes and colour of a binary image by using Python 3.8, OpenCV 4.5, and Numpy 1.19.3 resources. This research is investigated in two steps process. Firstly, the image has been processed to detect the various shapes and colors of an image's specific shape. Secondly, catching the colour of an actual image by using our model.
Keywords: OpenCV, Python, Numpy, Computer vision, shape and colour detection.
Title: Application of Python-OpenCV to detect contour of shapes and colour of a real image
Author: Mohammed Khalid Hossen, Sayed Mashequl Bari, Partho Protim Barman, Rana Roy, Pranajit Kumar Das
International Journal of Novel Research in Computer Science and Software Engineering
ISSN 2394-7314
Vol. 9, Issue 2, May 2022 - August 2022
Page No: 20-25
Novelty Journals
Website: www.noveltyjournals.com
Published Date: 24-May-2022
DOI: https://doi.org/10.5281/zenodo.6576264
Paper Download Link (Publisher Website):
https://www.noveltyjournals.com/upload/paper/Application%20of%20Python-24052022-3.pdf
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Application of Python-24052022-3.pdf
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Related works
- Is published in
- Journal article: 2394-7314 (ISSN)
- Journal article: https://www.noveltyjournals.com/upload/paper/Application%20of%20Python-24052022-3.pdf (URL)
References
- [1] F. Pedro, "Representation and Detection of Shapes in Images," Massachusetts Institute of Tecnology, 2003.
- [2] K. M. S., "Shape recognition for image scene analysis," Université de Nice - Sophia-Antipolis, 2009
- [3] https://en.wikipedia.org/wiki/Computer_vision
- [4] https://machinelearningmastery.com/what-is-computer-vision/
- [5] OpenCV, Open source Computer Vision library. In http://opencv.willowgarage.com/wiki/, 2009
- [6] https://kritikalsolutions.com/future-of-computer-vision-and-its-applications/
- [7] https://www.v7labs.com/blog/computer-vision-applications
- [8] https://pyimagesearch.com/2016/02/15/determining-object-color-with-opencv/
- [9] https://www.python.org/
- [10] https://numpy.org
Subjects
- Paper Download Link (Publisher Website)
- https://www.noveltyjournals.com/upload/paper/Application%20of%20Python-24052022-3.pdf