Multi-Teacher Multi-Objective Meta-Learning for Zero-Shot Hyperspectral Band Selection

no code implementations • 12 Jun 2024 • Jie Feng, Xiaojian Zhong, Di Li, Weisheng Dong, Ronghua Shang, Licheng Jiao

However, most existing deep learning-based methods are aimed at dealing with a specific band selection dataset, and need to retrain parameters for new datasets, which significantly limits their generalizability. To address this issue, a novel multi-teacher multi-objective meta-learning network (M$^3$BS) is proposed for zero-shot hyperspectral band selection.

Hyperspectral Image Classification Meta-Learning