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Average running time (in seconds) of various deep learning-based image CS methods for reconstructing a large-scene construction site monitoring image (1920 × 1080) in the case of CS ratio = 0.1.
| Methods | Average Running Time (s) |
|---|---|
| EHDCS-Net | 0.0028 |
| CSNet+ | 0.1236 |
| AMP-Net | 0.3253 |
| ISTA-Net+ | 0.0129 |
| OPINE-Net+ | 0.0151 |
| ReconNet | 0.0623 |
