Xiaowei Chen

OverviewAI-generated summary

Xiaowei Chen's research focuses on the development of intelligent assistive technologies and advanced computational methods. A significant area of investigation involves using artificial intelligence, specifically large language models like ChatGPT, to create systems that support individuals with mild dementia in their daily activities at home. This work aims to enhance the independence and quality of life for this population.

Chen also works on sophisticated computer vision techniques for indoor camera pose estimation. This research utilizes probabilistic methods and spatiotemporal network models to accurately determine camera positioning from visual data, such as room layouts and image features. The goal is to improve the robustness and precision of pose estimation in various indoor environments. Additionally, Chen has explored pose estimation for biological subjects, such as mice, employing specialized network architectures.

Metrics

• h-index: 1
• Publications: 5
• Citations: 5