Hyperspectral Image Denoising on Real-HSI
25.9PSNRLLRT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LLRTMethod Category=Traditional denoiser, Platform=CPU, Time (minutes)=16.52025.12 | 25.9 | 86.1 | 0.06 | 224.05 | |
| BM4DMethod Category=Traditional denoiser, Platform=CPU, Time (minutes)=4.12025.12 | 25.88 | 86.5 | 0.066 | 222.68 | |
| Mac-NetMethod Category=DNN methods, Platform=GPU (T4), Time (minutes)=0.22025.12 | 25.88 | 86.3 | 0.056 | 222.84 | |
| NGMeetMethod Category=Traditional denoiser, Platform=CPU, Time (minutes)=4.12025.12 | 25.87 | 86.6 | 0.051 | 222.69 | |
| RAS2SMethod Category=DNN methods, Platform=GPU (T4), Time (minutes)=0.12025.12 | 25.87 | 86.8 | 0.054 | 222.83 | |
| MSt-SVDMethod Category=Traditional denoiser, Platform=CPU, Time (minutes)=2.82025.12 | 25.86 | 86.6 | 0.063 | 222.64 | |
| Haar-tSVDMethod Category=Traditional denoiser, Platform=CPU, Time (minutes)=0.12025.12 | 25.82 | 86.5 | 0.063 | 222.96 | |
| QRNN3DMethod Category=DNN methods, Platform=GPU (T4), Time (minutes)=0.12025.12 | 25.82 | 86.9 | 0.064 | 225.32 | |
| A-Haar-tSVDMethod Category=Traditional denoiser, Platform=CPU/GPU, Time (minutes)=0.22025.12 | 25.81 | 86.6 | 0.064 | 223.12 | |
| LTDLMethod Category=Traditional denoiser, Platform=CPU, Time (minutes)=352025.12 | 25.8 | 84.1 | 0.074 | 223.32 | |
| sDeCNNMethod Category=DNN methods, Platform=GPU (T4), Time (minutes)=0.72025.12 | 25.7 | 86 | 0.093 | 227.88 | |
| HSI-DeNetMethod Category=DNN methods, Platform=GPU (T4), Time (minutes)=0.82025.12 | 25.63 | 85.3 | 0.092 | 232.73 | |
| FlexDIDMethod Category=DNN methods, Platform=GPU (T4), Time (minutes)=6.12025.12 | 25.31 | 82 | 0.075 | 232.12 | |
| SSTPTVMethod Category=Traditional denoiser, Platform=CPU, Time (minutes)=4.92025.12 | 25.21 | 81.5 | 0.072 | 233.51 |