Yi Tang

A novel multi-level image segmentation algorithm via random opposition learning-based Aquila optimizer

2023 · International Journal of Wavelets Multiresolution and Information Processing

Aquila optimizer (AO) is an efficient meta-heuristic optimization method, which mimics the hunting style of Aquila in nature. However, the AO algorithm may suffer from immature convergence during the exploitation stage. In this paper, two …

Task-Covariant Representations for Few-Shot Learning on Remote Sensing Images

2023 · Mathematics

In the regression and classification of remotely sensed images through meta-learning, techniques exploit task-invariant information to quickly adapt to new tasks with fewer gradient updates. Despite its usefulness, task-invariant information alone may not effectively capture …