Towards Generalizable Referring Image Segmentation via Target Prompt and Visual Coherence

no code implementations • 1 Dec 2023 • Yajie Liu, Pu Ge, Haoxiang Ma, Shichao Fan, Qingjie Liu, Di Huang, Yunhong Wang

Referring image segmentation (RIS) aims to segment objects in an image conditioning on free-from text descriptions.

Image Segmentation Semantic Segmentation

An Empirical Study on Multi-Domain Robust Semantic Segmentation

no code implementations • 8 Dec 2022 • Yajie Liu, Pu Ge, Qingjie Liu, Shichao Fan, Yunhong Wang

How to effectively leverage the plentiful existing datasets to train a robust and high-performance model is of great significance for many practical applications.

Data Augmentation Segmentation +1

Unsupervised Learning of 3D Semantic Keypoints with Mutual Reconstruction

no code implementations • 19 Mar 2022 • Haocheng Yuan, Chen Zhao, Shichao Fan, Jiaxi Jiang, Jiaqi Yang

To the best of our knowledge, the proposed method is the first to mine 3D semantic consistent keypoints from a mutual reconstruction view.