Multicolour object detection using multithreading
As image and video processing applications are leaning towards real-time requirement, the program control for the system must be designed efficiently while taking the processing time factor as one of the main considerations. This paper presents the method of detecting multicolour objects and th...
| Main Authors: | , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2015
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/42744/ http://irep.iium.edu.my/42744/1/42744.pdf |
| _version_ | 1848782324195393536 |
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| author | Saaidon, Nur'Ain Sediono, Wahju |
| author_facet | Saaidon, Nur'Ain Sediono, Wahju |
| author_sort | Saaidon, Nur'Ain |
| building | IIUM Repository |
| collection | Online Access |
| description | As image and video processing applications are
leaning towards real-time requirement, the program control
for the system must be designed efficiently while taking the
processing time factor as one of the main considerations. This
paper presents the method of detecting multicolour objects and
the processing time comparisons of designed algorithms.
Algorithm with multithreading approached is compared to the
usual sequential approach of image processing. The number of
threads created in multithreading’s algorithm is depending on
the number of colours to be detected. Time processing for
multicolour object detection using multithreading is shown to
be significantly less compared to sequential process as the
number of detected colours increases. Multithreading
programming method are useful to improve efficiency of the
system’s application and take the benefit offered by multicore
processor in most of the computer nowadays. |
| first_indexed | 2025-11-14T16:03:39Z |
| format | Proceeding Paper |
| id | iium-42744 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T16:03:39Z |
| publishDate | 2015 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-427442018-05-21T05:03:00Z http://irep.iium.edu.my/42744/ Multicolour object detection using multithreading Saaidon, Nur'Ain Sediono, Wahju TK7885 Computer engineering As image and video processing applications are leaning towards real-time requirement, the program control for the system must be designed efficiently while taking the processing time factor as one of the main considerations. This paper presents the method of detecting multicolour objects and the processing time comparisons of designed algorithms. Algorithm with multithreading approached is compared to the usual sequential approach of image processing. The number of threads created in multithreading’s algorithm is depending on the number of colours to be detected. Time processing for multicolour object detection using multithreading is shown to be significantly less compared to sequential process as the number of detected colours increases. Multithreading programming method are useful to improve efficiency of the system’s application and take the benefit offered by multicore processor in most of the computer nowadays. 2015 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/42744/1/42744.pdf Saaidon, Nur'Ain and Sediono, Wahju (2015) Multicolour object detection using multithreading. In: 2015 IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE'15), 12-14 April 2015, Langkawi, Malaysia. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7298326&tag=1 |
| spellingShingle | TK7885 Computer engineering Saaidon, Nur'Ain Sediono, Wahju Multicolour object detection using multithreading |
| title | Multicolour object detection using multithreading |
| title_full | Multicolour object detection using multithreading |
| title_fullStr | Multicolour object detection using multithreading |
| title_full_unstemmed | Multicolour object detection using multithreading |
| title_short | Multicolour object detection using multithreading |
| title_sort | multicolour object detection using multithreading |
| topic | TK7885 Computer engineering |
| url | http://irep.iium.edu.my/42744/ http://irep.iium.edu.my/42744/ http://irep.iium.edu.my/42744/1/42744.pdf |