NMF Image Reconstruction on ORL face database (first subject, five image matrices)
9.31Relative Reconstruction ErrorSVD-NMF
Evaluation Results
| Method | Links | |
|---|---|---|
| SVD-NMFp (factorization rank)=26, image_index=2, number of iterations=100, algorithm=MM2014.10 | 9.31 | |
| NNDSVDp (factorization rank)=26, image_index=2, number of iterations=100, algorithm=MM2014.10 | 9.65 | |
| SVD-NMFp (factorization rank)=35, image_index=1, number of iterations=100, algorithm=MM2014.10 | 10.15 | |
| SVD-NMFp (factorization rank)=35, image_index=3, number of iterations=100, algorithm=MM2014.10 | 10.39 | |
| SVD-NMFp (factorization rank)=37, image_index=5, number of iterations=100, algorithm=MM2014.10 | 10.41 | |
| SVD-NMFp (factorization rank)=34, image_index=4, number of iterations=100, algorithm=MM2014.10 | 10.61 | |
| NNDSVDp (factorization rank)=34, image_index=4, number of iterations=100, algorithm=MM2014.10 | 10.84 | |
| RandomNMFp (factorization rank)=26, image_index=2, number of iterations=100, algorithm=MM2014.10 | 10.98 | |
| NNDSVDp (factorization rank)=35, image_index=3, number of iterations=100, algorithm=MM2014.10 | 11.32 | |
| NNDSVDp (factorization rank)=35, image_index=1, number of iterations=100, algorithm=MM2014.10 | 11.49 | |
| RandomNMFp (factorization rank)=34, image_index=4, number of iterations=100, algorithm=MM2014.10 | 11.73 | |
| RandomNMFp (factorization rank)=37, image_index=5, number of iterations=100, algorithm=MM2014.10 | 11.78 | |
| NNDSVDp (factorization rank)=37, image_index=5, number of iterations=100, algorithm=MM2014.10 | 12.03 | |
| RandomNMFp (factorization rank)=35, image_index=3, number of iterations=100, algorithm=MM2014.10 | 12.07 | |
| RandomNMFp (factorization rank)=35, image_index=1, number of iterations=100, algorithm=MM2014.10 | 12.15 |