7 citations · 7 across the 4 of their papers we have counts for
5 papers · 1 filter
Language-Augmented Video Action Anticipation: Design Fundamentals, Benchmarks, and Open Challenges
Mahsa Mohammadi, Zeyu Fu, Sareh Rowlands
Action anticipation predicts future human actions from partial video under incomplete context and temporal uncertainty. Recent systems introduce large language models (LLMs), visio…
ReGround-Surg: Reliability-Guided Anchor Grounding for Referring Surgical Video Segmentation
Jiaxin Wen, Ming Yin, Lu Liu +1
Referring surgical video segmentation requires segmenting a target instrument or tissue region across video frames according to a natural language expression. Recent Segment Anythi…
Memory-Augmented SAM2 for Training-Free Surgical Video Segmentation
Ming Yin, Fu Wang, Xujiong Ye +2
Surgical video segmentation is a critical task in computer-assisted surgery, essential for enhancing surgical quality and patient outcomes. Recently, the Segment Anything Model 2 (…
OSDMamba: Enhancing Oil Spill Detection from Remote Sensing Images Using Selective State Space Model
Shuaiyu Chen, Fu Wang, Peng Ren +2
Semantic segmentation is commonly used for Oil Spill Detection (OSD) in remote sensing images. However, the limited availability of labelled oil spill samples and class imbalance p…
A Black-Box Evaluation Framework for Semantic Robustness in Bird's Eye View Detection
Fu Wang, Yanghao Zhang, Xiangyu Yin +4
Camera-based Bird's Eye View (BEV) perception models receive increasing attention for their crucial role in autonomous driving, a domain where concerns about the robustness and rel…