EPSRC Reference: |
GR/M42060/02 |
Title: |
A NOVEL HYBRID PARALLEL METHOD FOR DIGITAL IMAGE AND MULTIDIMENSIONAL SIGNAL PROCESSING APPLICATIONS |
Principal Investigator: |
Boussakta, Professor S |
Other Investigators: |
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Researcher Co-Investigators: |
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Project Partners: |
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Department: |
Electronic and Electrical Engineering |
Organisation: |
University of Leeds |
Scheme: |
Standard Research (Pre-FEC) |
Starts: |
01 July 2000 |
Ends: |
12 April 2001 |
Value (£): |
18,034
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EPSRC Research Topic Classifications: |
Digital Signal Processing |
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EPSRC Industrial Sector Classifications: |
No relevance to Underpinning Sectors |
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Related Grants: |
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Panel History: |
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Summary on Grant Application Form |
Digital image and multidimensional signal processing have become important areas of research in Engineering and other disciplines. One of the most frequent operations encountered in these fields are convolution and correlation which are used in filtering, enhancement and recognition etc. As the demand for real time high resolution images is ever increasing, the processing speed of these functions becomes a major concern in many fields of engineering. This has lead to an increasing interest in the development and use of parallel algorithms aiming at high speed and high throughput rate. Another approach which was also used extensively is the block processing based on the overlap add and safe methods. However, these methods have problems and they are not fully efficient. Therefore, the purpose of the proposed research is to overcome the limitations of the present generation of approaches by developing a new hybrid parallel method for digital image and multidimensional signal processing applications. The method will overcome the problem of overlapping segments in the block convolution algorithms and will overcome the problem of the boundary condition when paralleling a filter. This will lead to faster and more efficient algorithms for the calculation of multidimensional convolution/correlation and related problems.
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Key Findings |
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Potential use in non-academic contexts |
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Impacts |
Description |
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Summary |
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Date Materialised |
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Sectors submitted by the Researcher |
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Project URL: |
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Further Information: |
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Organisation Website: |
http://www.leeds.ac.uk |