1 code implementation • 1 Aug 2021 • Haitong Tang, Shuang He, Mengduo Yang, Xia Lu, Qin Yu, Kaiyue Liu, Hongjie Yan, Nizhuan Wang
Through extensive analysis and experiments, we provided credible evidence showing that the multi-layer convolutional sparse coding block enables semantic segmentation model to converge faster, can extract finer semantic and appearance information of images, and improve the ability to recover spatial detail information.
no code implementations • 19 Sep 2021 • Shuang He, Xia Lu, Jason Gu, Haitong Tang, Qin Yu, Kaiyue Liu, Haozhou Ding, Chunqi Chang, Nizhuan Wang
For semantic segmentation of remote sensing images (RSI), trade-off between representation power and location accuracy is quite important.
1 code implementation • 14 Feb 2023 • Kaiyue Liu, Qi Sun, Daming Sun, Mengduo Yang, Nizhuan Wang
Underwater target detection is a crucial aspect of ocean exploration.