no code implementations • 16 Mar 2024 • Yuanxin Zhao, Mi Zhang, Bingnan Yang, Zhan Zhang, Jiaju Kang, Jianya Gong
Image-text retrieval (ITR) plays a significant role in making informed decisions for various remote sensing (RS) applications.
no code implementations • 7 Nov 2022 • Shiqing Wei, Tao Zhang, Shunping Ji, Muying Luo, Jianya Gong
Deep learning based methods have significantly boosted the study of automatic building extraction from remote sensing images.
1 code implementation • 19 Nov 2020 • Linxi Huan, Nan Xue, Xianwei Zheng, wei he, Jianya Gong, Gui-Song Xia
This paper presents a context-aware tracing strategy (CATS) for crisp edge detection with deep edge detectors, based on an observation that the localization ambiguity of deep edge detectors is mainly caused by the mixing phenomenon of convolutional neural networks: feature mixing in edge classification and side mixing during fusing side predictions.
Ranked #2 on Edge Detection on MDBD
no code implementations • 27 Jun 2019 • Xianwei Zheng, Linxi Huan, Hanjiang Xiong, Jianya Gong
In this paper, a practical and efficient edge-aware neural network is presented for semantic segmentation.