no code implementations • 5 Mar 2024 • Lingyan Ran, Lushuang Wang, Tao Zhuo, Yinghui Xing
Semantic segmentation of remote sensing images is a challenging and hot issue due to the large amount of unlabeled data.
no code implementations • 4 Mar 2024 • Lingyan Ran, YaLi Li, Guoqiang Liang, Yanning Zhang
Semantic segmentation is an important and popular research area in computer vision that focuses on classifying pixels in an image based on their semantics.
1 code implementation • 15 Oct 2023 • Xinting Li, Shiguang Zhang, Yue Lu, Kerry Dang, Lingyan Ran
This method combines target detection information with the relative semantic similarity between the target and the navigation target, and constructs a brand new state representation based on similarity ranking, this state representation does not include target feature or environment feature, effectively decoupling the agent's navigation ability from target features.
no code implementations • 20 Jul 2023 • Yinghui Xing, Dexuan Kong, Shizhou Zhang, Geng Chen, Lingyan Ran, Peng Wang, Yanning Zhang
Camouflaged object detection (COD), aiming to segment camouflaged objects which exhibit similar patterns with the background, is a challenging task.