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| A New Method for Image Construction of 2D-LPP |
| Erping Pang, Mingzhi Qu, Rui Liu, Zhezhou Yu |
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Abstract We propose a new method for image construction of 2D-LPP. As far as
matrix data, for 2D-LPP and LPP, they are often vectorized to find
the k-nearest neighbors, between columns of information to be lost.
Our method refines the process seeking the k-nearest neighbors. So
the corresponding columns information is well preserved. Our method
can well show the spatial structure information of the original
image matrices. To evaluate the performance of our method, several
experiments, conducted on the ORL face database, the Yale face
database and the AR face database, show the effectiveness of the
proposed method.
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| [14] |
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