Cascade Convolutional Neural Network Based on Transfer-Learning for Aircraft Detection on High-Resolution Remote Sensing Images

Figure 3

Structure of transfer-learning for scene classification and target detection. Source tasks are the original deep learning methods of classification and detection, and the knowledge base is comprised of the trained networks. The learning system involves transfer-learning and fine-tuning, and the target tasks are remote sensing image scene classification and aircraft detection.