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| Fusion of Wavelet Coefficients from Visual and Thermal Face Images for Human Face Recognition – A Comparative Study
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International Journal of Image Processing (IJIP) |
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Volume: 4 Issue: 1 |
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Pages: 1-88 |
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Publication
Date: March 2010 |
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ISSN
(Online): 1985-2304 |
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Pages |
12 - 23 |
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Author(s) |
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Published
Date |
26-03-2010 |
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Publisher |
CSC
Journals, Kuala Lumpur,
Malaysia |
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ADDITIONAL
INFORMATION |
| Keywords Abstract References Cited by Related Articles Collaborative
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KEYWORDS: Thermal image, Daubechies Wavelet Transform, Haar Wavelet Transform, Fusion, Principal Component Analysis (PCA), Multi-layer Perceptron and Face Recognition |
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| In this paper we present a comparative study on fusion of visual and thermal images using different wavelet transformations. Here, coefficients of discrete wavelet transforms from both visual and thermal images are computed separately and combined. Next, inverse discrete wavelet transformation is taken in order to obtain fused face image. Both Haar and Daubechies (db2) wavelet transforms have been used to compare recognition results. For experiments IRIS Thermal/Visual Face Database was used. Experimental results using Haar and Daubechies wavelets show that the performance of the approach presented here achieves maximum success rate of 100% in many cases. |
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| Mrinal Kanti Bhowmik : Colleagues
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| Debotosh Bhattacharjee : Colleagues
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| Mita Nasipuri : Colleagues
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| Dipak Kumar Basu : Colleagues
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| Mahantapas Kundu : Colleagues
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