Two-Stream Convolutional Networks for Hyperspectral Target Detection

In this article, a two-stream convolutional network-based target detector (denoted as TSCNTD) for hyperspectral images is proposed. The TSCNTD utilizes the two-stream convolutional networks to extract abundant spectral information in hyperspectral images. For the background samples, the TSCNTD finds enough typical background pixels via a hybrid sparse representation and classification-based pixel ...