Abstract
Image fusion performance evaluation indices are studied in this paper, and an objective measure is presented, which is the normalized edge mutual information (NEMI). NEMI is defined in view of information transmission and human vision system, and is used to evaluate the performance of pixel level image fusion algorithms. Several valuable properties of it are shown. The effectiveness of the NEMI is illustrated through experiments.
| Original language | English |
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| Title of host publication | Proceedings of the 30th Chinese Control Conference, CCC 2011 |
| Pages | 3025-3028 |
| Number of pages | 4 |
| Publication status | Published - 2011 |
| Event | 30th Chinese Control Conference, CCC 2011 - Yantai, China Duration: 22 Jul 2011 → 24 Jul 2011 |
Publication series
| Name | Proceedings of the 30th Chinese Control Conference, CCC 2011 |
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Conference
| Conference | 30th Chinese Control Conference, CCC 2011 |
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| Country/Territory | China |
| City | Yantai |
| Period | 22/07/11 → 24/07/11 |
Keywords
- Image fusion
- entropy
- human vision system
- normalized edge mutual information
- performance measure
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Xiao, B., & Yan, L. (2011). An objective image fusion performance index: Normalized edge mutual information. In Proceedings of the 30th Chinese Control Conference, CCC 2011 (pp. 3025-3028). Article 6000682 (Proceedings of the 30th Chinese Control Conference, CCC 2011).