no code implementations • 16 Aug 2023 • Junao Shen, Long Chen, Kun Kuang, Fei Wu, Tian Feng, Wei zhang
The proposed two-sage framework comprises a multi-expert decoder (MED) and a multi-expert output ensemble (MOE).
1 code implementation • 22 Apr 2023 • Xiaowen Ma, Rui Che, Tingfeng Hong, Mengting Ma, Ziyan Zhao, Tian Feng, Wei zhang
In this paper, we integrate both scene-aware and class attentions to propose a scene-aware class attention network (SACANet) for semantic segmentation of remote sensing images.
1 code implementation • 22 Apr 2023 • Xiaowen Ma, Jiawei Yang, Tingfeng Hong, Mengting Ma, Ziyan Zhao, Tian Feng, Wei zhang
As an important task in remote sensing image analysis, remote sensing change detection (RSCD) aims to identify changes of interest in a region from spatially co-registered multi-temporal remote sensing images, so as to monitor the local development.
1 code implementation • 14 Mar 2023 • Xiaowen Ma, Mengting Ma, Chenlu Hu, Zhiyuan Song, Ziyan Zhao, Tian Feng, Wei zhang
We present LoG-CAN, a multi-scale semantic segmentation network with a global class-aware (GCA) module and local class-aware (LCA) modules to remote sensing images.
no code implementations • ACL 2022 • Qingxiu Dong, Ziwei Qin, Heming Xia, Tian Feng, Shoujie Tong, Haoran Meng, Lin Xu, Weidong Zhan, Sujian Li, Zhongyu Wei, Tianyu Liu, Zuifang Sui
It is a common practice for recent works in vision language cross-modal reasoning to adopt a binary or multi-choice classification formulation taking as input a set of source image(s) and textual query.
no code implementations • ECCV 2018 • Tian Feng, Quang-Trung Truong, Duc Thanh Nguyen, Jing Yu Koh, Lap-Fai Yu, Alexander Binder, Sai-Kit Yeung
Urban zoning enables various applications in land use analysis and urban planning.
no code implementations • 25 May 2018 • Tian Feng, Yue Jia, Wan Xing, Chao Kuo-Min, Zheng Qinghua
Based on these data modalities, we propose a novel approach of multi-channel data fusion to explore the learning unit state recognition.