Yaqin Sun

Oct 1, 2023 | mdpi.com | Jinxiang Liu |Tiejun Wang |Andrew K. Skidmore |Yaqin Sun

4. DiscussionOur results demonstrated that the IntegratedCNNs outperformed the other comparative methods, including 1D CNN, 2D CNN, 3D CNN, and HybridSN when considering both classification accuracy and efficiency. Our approach integrated all three CNN models, resulting in robust representations in terms of accuracy and efficiency by combining 1D, 2D, and 3D CNNs into a novel method for integrating the concept of these three classifiers into a single processing chain.