1 code implementation • 20 May 2024 • Weilian Zhou, Sei-ichiro Kamata, Haipeng Wang, Man-Sing Wong, Huiying, Hou
Hyperspectral image (HSI) classification is pivotal in the remote sensing (RS) field, particularly with the advancement of deep learning techniques.
no code implementations • 28 Mar 2021 • Zhengbo Luo, Zitang Sun, Weilian Zhou, Zizhang Wu, Sei-ichiro Kamata
We show that the widely used DNN design strategy, constantly stacking a small design (usually 2-3 layers), could be easily improved, supported by solid theoretical knowledge and with no extra parameters needed.
no code implementations • 28 Sep 2015 • Xuan Luo, Xuejiao Bai, Shuo Li, Hongtao Lu, Sei-ichiro Kamata
This is partially because our DTs overcome the extreme greediness of the MST.