Bridging Sensor Gaps via Single-Direction Tuning for Hyperspectral Image Classification

1 code implementation • 22 Sep 2023 • Xizhe Xue, Haokui Zhang, Ying Li, Liuwei Wan, Zongwen Bai, Mike Zheng Shou

In this paper, aiming to solve this problem, we propose the single-direction tuning (SDT) strategy, which serves as a bridge, allowing us to leverage existing labeled HSI datasets even RGB datasets to enhance the performance on new HSI datasets with limited samples.

Hyperspectral Image Classification Representation Learning