4 papers
Systematic Evaluation of Large Vision-Language Models for Surgical Artificial Intelligence
Anita Rau, Mark Endo, Josiah Aklilu +6
Large Vision-Language Models offer a new paradigm for AI-driven image understanding, enabling models to perform tasks without task-specific training. This flexibility holds particu…
DeforHMR: Vision Transformer with Deformable Cross-Attention for 3D Human Mesh Recovery
Jaewoo Heo, George Hu, Zeyu Wang +1
Human Mesh Recovery (HMR) is an important yet challenging problem with applications across various domains including motion capture, augmented reality, and biomechanics. Accurately…
Motion Diffusion-Guided 3D Global HMR from a Dynamic Camera
Jaewoo Heo, Kuan-Chieh Wang, Karen Liu +1
Motion capture technologies have transformed numerous fields, from the film and gaming industries to sports science and healthcare, by providing a tool to capture and analyze human…
Ask, Pose, Unite: Scaling Data Acquisition for Close Interactions with Vision Language Models
Laura Bravo-Sánchez, Jaewoo Heo, Zhenzhen Weng +2
Social dynamics in close human interactions pose significant challenges for Human Mesh Estimation (HME), particularly due to the complexity of physical contacts and the scarcity of…