Exploiting Bayesian belief network for adaptive IP-reuse decision
A smart camera processor has to perform substantial amount of processing of data-intensive operations. Hence, it is vital to identify critical segments of the processing load by involving HW/SW codesign in smart camera system design. This paper presents a novel fully automatic hybrid framework that...
| Main Authors: | , , , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2009
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/28297/ http://irep.iium.edu.my/28297/1/Exploiting_Bayesian_belief_network_for_adaptive_IP-reuse_decision.pdf |
| _version_ | 1848779947178459136 |
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| author | Azman, Amelia Wong Bigdeli, Abbas Biglari-Abhari, Morteza Mohd Mustafah, Yasir Lovell, Brian |
| author_facet | Azman, Amelia Wong Bigdeli, Abbas Biglari-Abhari, Morteza Mohd Mustafah, Yasir Lovell, Brian |
| author_sort | Azman, Amelia Wong |
| building | IIUM Repository |
| collection | Online Access |
| description | A smart camera processor has to perform substantial amount of processing of data-intensive operations. Hence, it is vital to identify critical segments of the processing load by involving HW/SW codesign in smart camera system design. This paper presents a novel fully automatic hybrid framework that combines heuristic and knowledge-based approaches to partition, allocate and schedule IP modules efficiently. In this work, the concept of Bayesian Belief Network (BBN) is utilised and incorporated into the proposed framework. In the experiment section of this paper, we report a comparison of our proposed framework with three previously published work: A BBN based method proposed by a research group from the University of Arizona, the exhaustive algorithm and finally the with greedy algorithms. |
| first_indexed | 2025-11-14T15:25:52Z |
| format | Proceeding Paper |
| id | iium-28297 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:25:52Z |
| publishDate | 2009 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-282972013-09-18T02:44:02Z http://irep.iium.edu.my/28297/ Exploiting Bayesian belief network for adaptive IP-reuse decision Azman, Amelia Wong Bigdeli, Abbas Biglari-Abhari, Morteza Mohd Mustafah, Yasir Lovell, Brian T Technology (General) A smart camera processor has to perform substantial amount of processing of data-intensive operations. Hence, it is vital to identify critical segments of the processing load by involving HW/SW codesign in smart camera system design. This paper presents a novel fully automatic hybrid framework that combines heuristic and knowledge-based approaches to partition, allocate and schedule IP modules efficiently. In this work, the concept of Bayesian Belief Network (BBN) is utilised and incorporated into the proposed framework. In the experiment section of this paper, we report a comparison of our proposed framework with three previously published work: A BBN based method proposed by a research group from the University of Arizona, the exhaustive algorithm and finally the with greedy algorithms. 2009-12 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/28297/1/Exploiting_Bayesian_belief_network_for_adaptive_IP-reuse_decision.pdf Azman, Amelia Wong and Bigdeli, Abbas and Biglari-Abhari, Morteza and Mohd Mustafah, Yasir and Lovell, Brian (2009) Exploiting Bayesian belief network for adaptive IP-reuse decision. In: Digital Image Computing: Techniques and Applications 2009 (DICTA '09), 1 - 3 December 2009, Melbourne, VIC. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=5384971&queryText%3DExploiting+Bayesian+belief+network+for+adaptive+IP-reuse+decision |
| spellingShingle | T Technology (General) Azman, Amelia Wong Bigdeli, Abbas Biglari-Abhari, Morteza Mohd Mustafah, Yasir Lovell, Brian Exploiting Bayesian belief network for adaptive IP-reuse decision |
| title | Exploiting Bayesian belief network for adaptive IP-reuse decision |
| title_full | Exploiting Bayesian belief network for adaptive IP-reuse decision |
| title_fullStr | Exploiting Bayesian belief network for adaptive IP-reuse decision |
| title_full_unstemmed | Exploiting Bayesian belief network for adaptive IP-reuse decision |
| title_short | Exploiting Bayesian belief network for adaptive IP-reuse decision |
| title_sort | exploiting bayesian belief network for adaptive ip-reuse decision |
| topic | T Technology (General) |
| url | http://irep.iium.edu.my/28297/ http://irep.iium.edu.my/28297/ http://irep.iium.edu.my/28297/1/Exploiting_Bayesian_belief_network_for_adaptive_IP-reuse_decision.pdf |