DualRel: Semi-Supervised Mitochondria Segmentation From a Prototype Perspective

no code implementations • CVPR 2023 • Huayu Mai, Rui Sun, Tianzhu Zhang, Zhiwei Xiong, Feng Wu

Automatic mitochondria segmentation enjoys great popularity with the development of deep learning.

Prototype Selection Segmentation

Alignment Before Aggregation: Trajectory Memory Retrieval Network for Video Object Segmentation

no code implementations • ICCV 2023 • Rui Sun, YuAn Wang, Huayu Mai, Tianzhu Zhang, Feng Wu

In this work, we reconcile the inherent tension of spatial and temporal information to retrieve memory frame information along the object trajectory, and propose a novel and coherent Trajectory Memory Retrieval Network (TMRN) to equip with the trajectory information, including a spatial alignment module and a temporal aggregation module.

Retrieval Semantic Segmentation +2