2 papers
cs.CV2026
Label-supervised surgical instrument segmentation using temporal equivariance and semantic continuity
Qiyuan Wang, Yanzhe Liu, Shang Zhao +2
For robotic surgical videos, instrument presence annotations are typically recorded with video streams, which offering the potential to reduce the manually annotated costs for segm…
eess.IV2024
MS-Glance: Bio-Insipred Non-semantic Context Vectors and their Applications in Supervising Image Reconstruction
Ziqi Gao, Wendi Yang, Yujia Li +2
Non-semantic context information is crucial for visual recognition, as the human visual perception system first uses global statistics to process scenes rapidly before identifying…