1 code implementation • 17 Mar 2024 • Jialu Sui, Xianping Ma, Xiaokang Zhang, Man-on Pun
However, the high-frequency details generated by DDPM often suffer from misalignment with HR images due to the model's tendency to overlook long-range semantic contexts.
1 code implementation • 14 Mar 2024 • Qianqian Wu, Xianping Ma, Jialu Sui, Man-on Pun
The proposed method introduces a novel Dual-stream Fusion framework for LCZ classification (DF4LCZ), integrating instance-based location features from Google imagery with the scene-level spatial-spectral features extracted from Sentinel-2 imagery.
1 code implementation • 25 Jan 2024 • Jialu Sui, Yiyang Ma, Wenhan Yang, Xiaokang Zhang, Man-on Pun, Jiaying Liu
The presence of cloud layers severely compromises the quality and effectiveness of optical remote sensing (RS) images.
1 code implementation • 5 Dec 2023 • Hao Li, Curise Jia, Peng Jin, Zesen Cheng, Kehan Li, Jialu Sui, Chang Liu, Li Yuan
In this paper, we propose the Style-Diversified Query-Based Image Retrieval task, which enables retrieval based on various query styles.
1 code implementation • Jounal 2023 • Jialu Sui, Xianping Ma, Xiaokang Zhang, Man-on Pun
To cope with this problem, this work proposes a novel global context-driven residual dense network (GCRDN) for satellite image SR based on the encoder and decoder architecture.