no code implementations • 16 Apr 2024 • Jieming Yu, Long Bai, Guankun Wang, An Wang, Xiaoxiao Yang, Huxin Gao, Hongliang Ren
Specifically, with a tiny subset of frames for segmentation, we ensure accurate segmentation across the entire surgical video.
1 code implementation • 10 Feb 2024 • Long Bai, Guankun Wang, Jie Wang, Xiaoxiao Yang, Huxin Gao, Xin Liang, An Wang, Mobarakol Islam, Hongliang Ren
Existing algorithms dedicated to surgical activity recognition predominantly cater to pre-defined closed-set paradigms, ignoring the challenges of real-world open-set scenarios.
no code implementations • IEEE Transactions on Automation Science and Engineering 2022 • Huxin Gao, Weichen Fan, Liang Qiu, Xiaoxiao Yang, Zhen Li, Xiuli Zuo, Yanqing Li, Max Q-H Meng, Hongliang Ren
Finally, the simulation results show that the SAVAnet can endow endoscope with surgeons’ visual attention to perform self-control in real time.
no code implementations • 4 Dec 2021 • Xiaoxiao Yang, Yeqian Qiang, Huijie Zhu, Chunxiang Wang, Ming Yang
Thermal infrared (TIR) image has proven effectiveness in providing temperature cues to the RGB features for multispectral pedestrian detection.
no code implementations • 9 Aug 2020 • Changhong Fu, Xiaoxiao Yang, Fan Li, Juntao Xu, Changjing Liu, Peng Lu
By minimizing the difference between the practical and the scheduled ideal consistency map, the consistency level is constrained to maintain temporal smoothness, and rich temporal information contained in response maps is introduced.