Real-Time Target Detection Architecture Based on Reduced Complexity Hyperspectral Processing
This paper presents a real-time target detection architecture for hyperspectral image processing. The architecture is based on a reduced complexity algorithm for high-throughput applications.We propose an efficient pipelined processing element architecture and a scalable multiple-processing element...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
SpringerOpen
2008-06-01
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| Series: | EURASIP Journal on Advances in Signal Processing |
| Online Access: | http://dx.doi.org/10.1155/2008/438051 |
| _version_ | 1811199392603963392 |
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| author | We-Duke Cho Sangjin Hong Shung Han Cho Kyoung-Su Park |
| author_facet | We-Duke Cho Sangjin Hong Shung Han Cho Kyoung-Su Park |
| author_sort | We-Duke Cho |
| collection | DOAJ |
| description | This paper presents a real-time target detection architecture for hyperspectral image processing. The architecture is based on a reduced complexity algorithm for high-throughput applications.We propose an efficient pipelined processing element architecture and a scalable multiple-processing element architecture by exploiting data partitioning. We present a processing unit modeling based on the data reduction algorithm in hyperspectral image processing and propose computing structure, that is, to optimize memory usage and eliminates memory bottleneck. We investigate the interconnection topology for the multipleprocessing element architecture to improve the speed. The proposed architecture is designed and implemented in FPGA to illustrate the relationship between hardware complexity and execution throughput of hyperspectral image processing for target detection. |
| first_indexed | 2024-04-12T01:47:34Z |
| format | Article |
| id | doaj.art-c38ac218259f486cb2f2dc835cc76ffc |
| institution | Directory Open Access Journal |
| issn | 1687-6172 1687-6180 |
| language | English |
| last_indexed | 2024-04-12T01:47:34Z |
| publishDate | 2008-06-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | EURASIP Journal on Advances in Signal Processing |
| spelling | doaj.art-c38ac218259f486cb2f2dc835cc76ffc2022-12-22T03:53:02ZengSpringerOpenEURASIP Journal on Advances in Signal Processing1687-61721687-61802008-06-01200810.1155/2008/438051Real-Time Target Detection Architecture Based on Reduced Complexity Hyperspectral ProcessingWe-Duke ChoSangjin HongShung Han ChoKyoung-Su ParkThis paper presents a real-time target detection architecture for hyperspectral image processing. The architecture is based on a reduced complexity algorithm for high-throughput applications.We propose an efficient pipelined processing element architecture and a scalable multiple-processing element architecture by exploiting data partitioning. We present a processing unit modeling based on the data reduction algorithm in hyperspectral image processing and propose computing structure, that is, to optimize memory usage and eliminates memory bottleneck. We investigate the interconnection topology for the multipleprocessing element architecture to improve the speed. The proposed architecture is designed and implemented in FPGA to illustrate the relationship between hardware complexity and execution throughput of hyperspectral image processing for target detection.http://dx.doi.org/10.1155/2008/438051 |
| spellingShingle | We-Duke Cho Sangjin Hong Shung Han Cho Kyoung-Su Park Real-Time Target Detection Architecture Based on Reduced Complexity Hyperspectral Processing EURASIP Journal on Advances in Signal Processing |
| title | Real-Time Target Detection Architecture Based on Reduced Complexity Hyperspectral Processing |
| title_full | Real-Time Target Detection Architecture Based on Reduced Complexity Hyperspectral Processing |
| title_fullStr | Real-Time Target Detection Architecture Based on Reduced Complexity Hyperspectral Processing |
| title_full_unstemmed | Real-Time Target Detection Architecture Based on Reduced Complexity Hyperspectral Processing |
| title_short | Real-Time Target Detection Architecture Based on Reduced Complexity Hyperspectral Processing |
| title_sort | real time target detection architecture based on reduced complexity hyperspectral processing |
| url | http://dx.doi.org/10.1155/2008/438051 |
| work_keys_str_mv | AT wedukecho realtimetargetdetectionarchitecturebasedonreducedcomplexityhyperspectralprocessing AT sangjinhong realtimetargetdetectionarchitecturebasedonreducedcomplexityhyperspectralprocessing AT shunghancho realtimetargetdetectionarchitecturebasedonreducedcomplexityhyperspectralprocessing AT kyoungsupark realtimetargetdetectionarchitecturebasedonreducedcomplexityhyperspectralprocessing |