Multi-Scale Depthwise Separable Capsule Network for hyperspectral image classification
by Lin Wei, Haoxiang Ran, Yuping Yin, Huihan Yang
Addressing the challenges in effectively extracting multi-scale features and preserving pose information during hyperspectral image (HSI) classification, a Multi-Scale Depthwise Separable Capsule Network (MDSC-Net) is proposed in this article for HSI classification. Initially, hierarchical features are extracted by MDSC-Net through the employment of parallel multi-scale convolutional kernels, while computational complexity is reduced via depthwise separable convolutions... Читать дальше...