Implementation Of Image Processing Technique In FPGA
Traditionally, digital signal processing algorithms are implemented using software because of the complexities involved in the operations. In high-demand applications, application-specific integrated circuits (ASICs) are used. Faster processing usually comes at higher cost. With new, low cost and...
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| Format: | Monograph |
| Language: | English |
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Universiti Sains Malaysia
2006
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| Online Access: | http://eprints.usm.my/58727/ http://eprints.usm.my/58727/1/Implementation%20Of%20Image%20Processing%20Technique%20In%20FPGA_Ng%20Soo%20Kheng.pdf |
| _version_ | 1848883976858501120 |
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| author | Ng, Soo Kheng |
| author_facet | Ng, Soo Kheng |
| author_sort | Ng, Soo Kheng |
| building | USM Institutional Repository |
| collection | Online Access |
| description | Traditionally, digital signal processing algorithms are implemented using software because of the complexities involved in the operations. In high-demand applications,
application-specific integrated circuits (ASICs) are used. Faster processing usually comes at higher cost. With new, low cost and powerful FPGAs, hardware based digital processing
can become affordable. The powerful processing system can cater to critical application such as in medical imaging for malaria parasite detection. Images can be processed in real
time and this would be a great tool for medical practitioners. This project implements a 3X3
median filter system for the removal of noise from blood smear images for malaria parasite
detection. The system is described using VHDL into three building blocks. Each block is
state machine controlled and operates simultaneously. Two of the blocks are built based on
modified standard architectures. Upon completing the software simulations, the hardware is
built and the results show that the system is able to perform median filter to medical
images. This system is able to process any medical images up to a preset size and have
short processing time. |
| first_indexed | 2025-11-15T18:59:22Z |
| format | Monograph |
| id | usm-58727 |
| institution | Universiti Sains Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T18:59:22Z |
| publishDate | 2006 |
| publisher | Universiti Sains Malaysia |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | usm-587272023-05-29T10:03:52Z http://eprints.usm.my/58727/ Implementation Of Image Processing Technique In FPGA Ng, Soo Kheng T Technology TK Electrical Engineering. Electronics. Nuclear Engineering Traditionally, digital signal processing algorithms are implemented using software because of the complexities involved in the operations. In high-demand applications, application-specific integrated circuits (ASICs) are used. Faster processing usually comes at higher cost. With new, low cost and powerful FPGAs, hardware based digital processing can become affordable. The powerful processing system can cater to critical application such as in medical imaging for malaria parasite detection. Images can be processed in real time and this would be a great tool for medical practitioners. This project implements a 3X3 median filter system for the removal of noise from blood smear images for malaria parasite detection. The system is described using VHDL into three building blocks. Each block is state machine controlled and operates simultaneously. Two of the blocks are built based on modified standard architectures. Upon completing the software simulations, the hardware is built and the results show that the system is able to perform median filter to medical images. This system is able to process any medical images up to a preset size and have short processing time. Universiti Sains Malaysia 2006-05-01 Monograph NonPeerReviewed application/pdf en http://eprints.usm.my/58727/1/Implementation%20Of%20Image%20Processing%20Technique%20In%20FPGA_Ng%20Soo%20Kheng.pdf Ng, Soo Kheng (2006) Implementation Of Image Processing Technique In FPGA. Project Report. Universiti Sains Malaysia, Pusat Pengajian Kejuruteraan Elektrik dan Elektronik. (Submitted) |
| spellingShingle | T Technology TK Electrical Engineering. Electronics. Nuclear Engineering Ng, Soo Kheng Implementation Of Image Processing Technique In FPGA |
| title | Implementation Of Image Processing Technique In FPGA |
| title_full | Implementation Of Image Processing Technique In FPGA |
| title_fullStr | Implementation Of Image Processing Technique In FPGA |
| title_full_unstemmed | Implementation Of Image Processing Technique In FPGA |
| title_short | Implementation Of Image Processing Technique In FPGA |
| title_sort | implementation of image processing technique in fpga |
| topic | T Technology TK Electrical Engineering. Electronics. Nuclear Engineering |
| url | http://eprints.usm.my/58727/ http://eprints.usm.my/58727/1/Implementation%20Of%20Image%20Processing%20Technique%20In%20FPGA_Ng%20Soo%20Kheng.pdf |