Pengyue Li, Xinying Xu, Yandong Tang, Zhaoxia Zhang, Xiaoxia Han, Haifeng Yue. Image highlight removal method based on parallel multi-axis self-attention[J]. Infrared and Laser Engineering, 2024, 53(3): 20230538
- Infrared and Laser Engineering
- Vol. 53, Issue 3, 20230538 (2024)
Fig. 1. The overall structure of the proposed network
Fig. 2. The visual results of different methods on SD1 dataset
Fig. 3. The visual results of different methods on RD dataset
Fig. 4. The visual results of different methods on SHIQ dataset
Fig. 5. Comparison of visual results by ablation models for image highlight removal
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Table 1. Data distribution of three public highlight datasets
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Table 2. Comparison of quantitative results of different methods on three public datasets
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Table 3. Ablation experiments of the contribution of the threshold fusion structure and parallel multi-axis self-attention mechanism
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