Shape recognition on embedded system
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Universiti Malaysia Perlis (UniMAP)
2016
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| Online Access: | http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41779 |
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my.unimap-417792016-05-31T07:00:01Z Shape recognition on embedded system Liew, Eng Keat Dr. Phak Len a/l Eh Kan Shape recognition Computer vision Image processing Algorithms Access is limited to UniMAP community. Vision is the most advanced of human senses, so it is not surprise that images contribute important role in human perception. Shape recognition is an analogous to computer vision, which is an important field nowadays. Applications of shape recognition found in many areas, such as, manufacturing, medicine, space exploration, defences, etc. This project proposed method of shape recognition to detect circle, triangle, square, and rectangle in an image. The proposed method threshold the three dimensional RGB image input image to a binary image, morphological closing to fill holes of foreground pixel in binary image, and the use of bounding box to calculate object metrics. The object metrics are then compared with predetermined values that characterize the particular shape of an object. The algorithm was first developed in MATLAB and then implemented on raspberry pi. The algorithm applied in raspberry pi is coded in Python and result obtained is shown on a 16 x 2 LCD. 2016-05-31T07:00:01Z 2016-05-31T07:00:01Z 2015-06 Learning Object http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41779 en Universiti Malaysia Perlis (UniMAP) School of Computer and Communication Engineering |
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| language |
English |
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Shape recognition Computer vision Image processing Algorithms |
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Shape recognition Computer vision Image processing Algorithms Liew, Eng Keat Shape recognition on embedded system |
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Access is limited to UniMAP community. |
| author2 |
Dr. Phak Len a/l Eh Kan |
| author_facet |
Dr. Phak Len a/l Eh Kan Liew, Eng Keat |
| format |
Learning Object |
| author |
Liew, Eng Keat |
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Liew, Eng Keat |
| title |
Shape recognition on embedded system |
| title_short |
Shape recognition on embedded system |
| title_full |
Shape recognition on embedded system |
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Shape recognition on embedded system |
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Shape recognition on embedded system |
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shape recognition on embedded system |
| publisher |
Universiti Malaysia Perlis (UniMAP) |
| publishDate |
2016 |
| url |
http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41779 |
| _version_ |
1643799804811149312 |
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13.222552 |