BinDCT Design and Implementation on FPGA with Low Power Architecture
Image compression is widely used in today's consumer applications such as digital camcorders, digital cameras, videophones and high-definition television (HDTV). As Discrete Cosine Transform (DCT) is dominant in many international standards for image/video and audio compression, the introductio...
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis |
| Language: | en |
| Published: |
2008
|
| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/2217/1/Mohamad%20Hairol%20Jabbar%20-%2024p.pdf http://eprints.uthm.edu.my/2217/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1833417008056631296 |
|---|---|
| author | Jabbar, Mohamad Hairol |
| author_facet | Jabbar, Mohamad Hairol |
| author_sort | Jabbar, Mohamad Hairol |
| building | UTHM Library |
| collection | Institutional Repository |
| content_provider | Universiti Tun Hussein Onn Malaysia |
| content_source | UTHM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Image compression is widely used in today's consumer applications such as digital camcorders, digital cameras, videophones and high-definition television (HDTV). As Discrete Cosine Transform (DCT) is dominant in many international standards for image/video and audio compression, the introduction of multiplierless algorithm for fast DCT computation known as BinDCT (Binary DCT) is very well suited for VLSI implementation. Its performances in term of Peak Signal-to-Noise (PSNR), compression
ratio and coding gain is proved to be best approximation to the DCT algorithm. In this work, the design and implementation of 8 x 8 block 2-D forward BinDCT algorithm on a Field Programmable Gate Array (FPGA) is presented. As this algorithm uses simple arithmetic operations (shift and add) rather than floating-point multiplications, low power hardware implementation is very promising. The aim for low power implementation was achieved at architectural level by employing 4 stages pipeline architecture with parallel processing in each stage. However, due to the trade off between hardware area and speed, this design is focusing on optimising hardware area in each stage such that it can fit the target FPGA device. The 8 x 8 block two-dimensional (2-D) forward BinDCT implementation can be run at 68.58 MHz with the power consumption of 144.10 mW. This implementation achieved 12.45% less power compare with the implementation of BinDCT presented previously if the design runs at the same speed. Furthermore, results have shown that this implementation achieved good accuracy compare with software implementation as the maximum error of the output from 2-D computation is 1.26 %. Several works can be done for further power optimisation such as data gating and latency balancing at each stage (which can improves the throughput as well). Besides, the implementation of 8 x 8 block 2-D inverse BinDCT should be carried out such that its accuracy over floating-point DCT in terms of hardware implementation can be analyzed. |
| format | Thesis |
| id | my.uthm.eprints-2217 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | en |
| publishDate | 2008 |
| record_format | eprints |
| spelling | my.uthm.eprints-22172021-10-31T04:33:45Z http://eprints.uthm.edu.my/2217/ BinDCT Design and Implementation on FPGA with Low Power Architecture Jabbar, Mohamad Hairol TA1501-1820 Applied optics. Photonics Image compression is widely used in today's consumer applications such as digital camcorders, digital cameras, videophones and high-definition television (HDTV). As Discrete Cosine Transform (DCT) is dominant in many international standards for image/video and audio compression, the introduction of multiplierless algorithm for fast DCT computation known as BinDCT (Binary DCT) is very well suited for VLSI implementation. Its performances in term of Peak Signal-to-Noise (PSNR), compression ratio and coding gain is proved to be best approximation to the DCT algorithm. In this work, the design and implementation of 8 x 8 block 2-D forward BinDCT algorithm on a Field Programmable Gate Array (FPGA) is presented. As this algorithm uses simple arithmetic operations (shift and add) rather than floating-point multiplications, low power hardware implementation is very promising. The aim for low power implementation was achieved at architectural level by employing 4 stages pipeline architecture with parallel processing in each stage. However, due to the trade off between hardware area and speed, this design is focusing on optimising hardware area in each stage such that it can fit the target FPGA device. The 8 x 8 block two-dimensional (2-D) forward BinDCT implementation can be run at 68.58 MHz with the power consumption of 144.10 mW. This implementation achieved 12.45% less power compare with the implementation of BinDCT presented previously if the design runs at the same speed. Furthermore, results have shown that this implementation achieved good accuracy compare with software implementation as the maximum error of the output from 2-D computation is 1.26 %. Several works can be done for further power optimisation such as data gating and latency balancing at each stage (which can improves the throughput as well). Besides, the implementation of 8 x 8 block 2-D inverse BinDCT should be carried out such that its accuracy over floating-point DCT in terms of hardware implementation can be analyzed. 2008-09 Thesis NonPeerReviewed text en http://eprints.uthm.edu.my/2217/1/Mohamad%20Hairol%20Jabbar%20-%2024p.pdf Jabbar, Mohamad Hairol (2008) BinDCT Design and Implementation on FPGA with Low Power Architecture. Masters thesis, Liverpool John Moores University. |
| spellingShingle | TA1501-1820 Applied optics. Photonics Jabbar, Mohamad Hairol BinDCT Design and Implementation on FPGA with Low Power Architecture |
| title | BinDCT Design and Implementation on FPGA with Low Power Architecture |
| title_full | BinDCT Design and Implementation on FPGA with Low Power Architecture |
| title_fullStr | BinDCT Design and Implementation on FPGA with Low Power Architecture |
| title_full_unstemmed | BinDCT Design and Implementation on FPGA with Low Power Architecture |
| title_short | BinDCT Design and Implementation on FPGA with Low Power Architecture |
| title_sort | bindct design and implementation on fpga with low power architecture |
| topic | TA1501-1820 Applied optics. Photonics |
| url | http://eprints.uthm.edu.my/2217/1/Mohamad%20Hairol%20Jabbar%20-%2024p.pdf http://eprints.uthm.edu.my/2217/ |
| url_provider | http://eprints.uthm.edu.my/ |