Open access
Jul 2026
Image Super-Resolution Reconstruction Based on Hierarchical Feature Aggregation and Laplacian High-Frequency Compensation
Results indicate that the proposed image super-resolution method provides consistent improvements over SRGAN and achieves modest, metric-dependent gains over ESRGAN, suggesting an incremental enhancement in reconstruction accuracy and perceptual quality on both natural image benchmarks and complex urban scene datasets.
Kangliang Xiao, Shaozhang Xiao, Bolun Chen et al.
· Algorithms · 0 citations