Tao XU, Ji-yong ZHOU, Guo-liang ZHANG, Lei CAI. Fine restoration of incomplete image with external features and image features[J]. Optics and Precision Engineering, 2021, 29(10): 2481
- Optics and Precision Engineering
- Vol. 29, Issue 10, 2481 (2021)
Fig. 1. Restoration results of the proposed restoration model in this paper
Fig. 2. Schematic diagram of the proposed repair model in this paper
Fig. 3. Retrieval and acquisition of external features
Fig. 4. Network model of the proposed method for fine restoration of incomplete images
Fig. 5. Coherent schematic diagram of related features
Fig. 6. Comparison of the existing restoration model and the restoration model in this paper in the Place2 database， from right to left， the input images， SH， GLCI， CSA， roughly repaired image， EFIF， and the original image
Fig. 7. Comparison of the existing restoration model and the restoration model in this paper in the RUIE database， from right to left， the input images， SH， GLCI， CSA， roughly repaired image， EFIF， and the original image
Fig. 8. Comparison of the existing restoration model and the restoration model in this paper in the Underwater Target database， from right to left， the input images， SH， GLCI， CSA， roughly repaired image， EFIF， and the original image
Fig. 9. Histograms of PSNR and SSIM values for restoration results from this restoration model and comparative restoration models in the Underwater Targe dataset.
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Table 1. Objective data for restoration results in Place2， RUIE and Underwater Target database
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