Granular-ball Optimization Algorithm

no code implementations • 18 Mar 2023 • Shuyin Xia, Jiancu Chen, Bin Hou, Guoyin Wang

The faster speed, higher approximation ability of optimal solution, no hyper-parameters, and simpler design of GBO make it an all-around replacement of most of the existing popular intelligent optimization algorithms.

From W-Net to CDGAN: Bi-temporal Change Detection via Deep Learning Techniques

1 code implementation • 14 Mar 2020 • Bin Hou, Qingjie Liu, Heng Wang, Yunhong Wang

Traditional change detection methods usually follow the image differencing, change feature extraction and classification framework, and their performance is limited by such simple image domain differencing and also the hand-crafted features.

Change Detection Generative Adversarial Network