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Research Article

Multi-feature fusion method for medical image retrieval using wavelet and bag-of-features

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Figures & data

Figure 1. Framework of the proposed method.

Figure 1. Framework of the proposed method.

Figure 2. Feature selection.

Figure 2. Feature selection.

Figure 3. Wavelet decomposition.

Figure 3. Wavelet decomposition.

Figure 4. Segmentation of LL(0)image.

Figure 4. Segmentation of LL(0)image.

Figure 5. Computation result of LBP feature of a medical image.

Figure 5. Computation result of LBP feature of a medical image.

Figure 6. Experimental results for chest CT image.

Figure 6. Experimental results for chest CT image.

Figure 7. Experimental results for pelvic CT image.

Figure 7. Experimental results for pelvic CT image.

Figure 8. Comparison of the accuracy and retrieval time of three methods.

Figure 8. Comparison of the accuracy and retrieval time of three methods.