Retinal image quality assessment using transfer learning: Spatial images vs. wavelet detail subbands
Retinal image quality assessment (RIQA) is essential to assure that images used for medical analysis are of sufficient quality for reliable diagnosis. A modified VGG16 network with transfer learning is introduced in order to classify retinal images into good or bad quality images. Both spatial and w...
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| Format: | Article |
| Language: | English |
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Elsevier
2021-09-01
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| Series: | Ain Shams Engineering Journal |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2090447921001015 |