A new explicit nonlinear dimensionality reduction(DR) method, on account of neural networks, is presented for image retrieval tasks. We first propose a Weighted Locally Linear Embedding (WLLE) for training set, based on which linear relations in neighborhood of each sample are guaranteed. Then, a neural method (NM) is proposed to solve the out-of sample problem. As a combination of WLLE and NM, we...Show More
