4 papers
MarineEVT: Advancing Event-Centric Marine Video Understanding via Visual Tool Reasoning
Tuan-An To, Yuk-Kwan Wong, Tuan-Anh Vu +2
Recent Vision-Language Models (VLMs) have achieved remarkable success in visual understanding, driven by the growing availability of high-quality image-text pairs. However, the per…
ORCA: Object Recognition and Comprehension for Archiving Marine Species
Yuk-Kwan Wong, Haixin Liang, Zeyu Ma +6
Marine visual understanding is essential for monitoring and protecting marine ecosystems, enabling automatic and scalable biological surveys. However, progress is hindered by limit…
MarineEval: Assessing the Marine Intelligence of Vision-Language Models
YuK-Kwan Wong, Tuan-An To, Jipeng Zhang +2
We have witnessed promising progress led by large language models (LLMs) and further vision language models (VLMs) in handling various queries as a general-purpose assistant. VLMs,…
CoralSCOP-LAT: Labeling and Analyzing Tool for Coral Reef Images with Dense Mask
Yuk-Kwan Wong, Ziqiang Zheng, Mingzhe Zhang +2
Coral reef imagery offers critical data for monitoring ecosystem health, in particular as the ease of image datasets continues to rapidly expand. Whilst semi-automated analytical p…