4 papers
Mitigating Query Selection Bias in Referring Video Object Segmentation
Dingwei Zhang, Dong Zhang, Jinhui Tang
Recently, query-based methods have achieved remarkable performance in Referring Video Object Segmentation (RVOS) by using textual static object queries to drive cross-modal alignme…
Merging Context Clustering with Visual State Space Models for Medical Image Segmentation
Yun Zhu, Dong Zhang, Yi Lin +2
Medical image segmentation demands the aggregation of global and local feature representations, posing a challenge for current methodologies in handling both long-range and short-r…
Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion
Dong Zhang, Kwang-Ting Cheng
Thanks to the recent achievements in task-driven image quality enhancement (IQE) models like ESTR, the image enhancement model and the visual recognition model can mutually enhance…
Synthetic Instance Segmentation from Semantic Image Segmentation Masks
Yuchen Shen, Dong Zhang, Zhao Zhang +2
In recent years, instance segmentation has garnered significant attention across various applications. However, training a fully-supervised instance segmentation model requires cos…