most citedRainMamba: Enhanced Locality Learning with State Space Models for Video Deraining

50 citations · 92 across the 8 of their papers we have counts for

collaborators

8 papers

cs.CV2025

HRVVS: A High-resolution Video Vasculature Segmentation Network via Hierarchical Autoregressive Residual Priors

Xincheng Yao, Yijun Yang, Kangwei Guo +5

The segmentation of the hepatic vasculature in surgical videos holds substantial clinical significance in the context of hepatectomy procedures. However, owing to the dearth of an…

cs.CV2024

DRIVE: Dual-Robustness via Information Variability and Entropic Consistency in Source-Free Unsupervised Domain Adaptation

Ruiqiang Xiao, Songning Lai, Yijun Yang +3

Adapting machine learning models to new domains without labeled data, especially when source data is inaccessible, is a critical challenge in applications like medical imaging, aut…

cs.CV2024★ 50 cited

RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining

Hongtao Wu, Yijun Yang, Huihui Xu +3

The outdoor vision systems are frequently contaminated by rain streaks and raindrops, which significantly degenerate the performance of visual tasks and multimedia applications. Th…

cs.CV2024

HilbertMamba: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos

Huihui Xu, Yijun Yang, Angelica I Aviles-Rivero +3

Regular screening and early discovery of uterine fibroid are crucial for preventing potential malignant transformations and ensuring timely, life-saving interventions. To this end,…

cs.CV2024

Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal

Yijun Yang, Hongtao Wu, Angelica I. Aviles-Rivero +3

Real-world vision tasks frequently suffer from the appearance of unexpected adverse weather conditions, including rain, haze, snow, and raindrops. In the last decade, convolutional…

cs.CV2024★ 1 cited

An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion

Sharib Ali, Yamid Espinel, Yueming Jin +17

Augmented reality for laparoscopic liver resection is a visualisation mode that allows a surgeon to localise tumours and vessels embedded within the liver by projecting them on top…

cs.CV2024★ 28 cited

Vivim: a Video Vision Mamba for Medical Video Segmentation

Yijun Yang, Zhaohu Xing, Lequan Yu +3

Medical video segmentation gains increasing attention in clinical practice due to the redundant dynamic references in video frames. However, traditional convolutional neural networ…

cs.CV2024★ 13 cited

SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation

Zhaohu Xing, Tian Ye, Yijun Yang +2

The Transformer architecture has shown a remarkable ability in modeling global relationships. However, it poses a significant computational challenge when processing high-dimension…