1 code implementation • 2 Apr 2024 • Qinfeng Zhu, Yuanzhi Cai, Yuan Fang, Yihan Yang, Cheng Chen, Lei Fan, Anh Nguyen
The results reveal that Samba achieved unparalleled performance on commonly used remote sensing datasets for semantic segmentation.
no code implementations • 1 Jul 2023 • Yuan Fang, Yuanzhi Cai, Lei Fan
Pansharpening is a process of fusing a high spatial resolution panchromatic image and a low spatial resolution multispectral image to create a high-resolution multispectral image.
no code implementations • 8 May 2023 • Yuanzhi Cai, Jagannath Aryal, Yuan Fang, Hong Huang, Lei Fan
In this study, the concept of pruning from a supernet is used for the first time to integrate the selection of channel combination and the training of a semantic segmentation network.
no code implementations • 15 Dec 2022 • Yuanzhi Cai, Lei Fan, Yuan Fang
However, it was found in this study that different classes of objects had their preferred resizing scale for more accurate semantic segmentation.