Jessica Hodgins Allen Newell University Professor of Computer Science And Robotics Website ORCiD Office 4207 Newell-Simon Hall Email jkh@cmu.edu Department Robotics Institute Computer Science Department Research Interests Computational Neuroscience Graphics Robotics Dr. Hodgins's research focuses on the coordination and control of dynamic physical systems, both natural and human-made and explores techniques that may someday allow robots and animated creatures to plan and control their actions in complex and unpredictable environments. Her current research focuses on generating motion for computer animation by using motion capture data in combination with physically realistic simulation. Hodgins and her students have used dynamic simulation to animate human behaviors such as running, bicycling, diving, and vaulting. She and her colleagues have also used human motion data to bias planning algorithms towards more natural postures, to construct interfaces for avatars, and to capture the motion of muscles and skin. Hodgins is now refining some of these techniques for the control of a humanoid robot. Hodgins and her students have also explored passive simulations for animating phenomena such as clothing, water, breaking objects, and explosions. Publications Conference A Local Appearance Model for Volumetric Capture of Diverse Hairstyles 2024 • 2024 INTERNATIONAL CONFERENCE IN 3D VISION, 3DV 2024 • 190-200 Wang Z, Nam G, Bozic A, Cao C, Saragih J, Zollhofer M, Hodgins J Conference Exploring the Impact of Rendering Method and Motion Quality on Model Performance when Using Multi-view Synthetic Data for Action Recognition 2024 4580-4590 Panev S, Kim E, Namburu SAS, Nikolova D, de Melo C, De La Torre F, Hodgins J Journal Article Face2Gesture: Translating Facial Expressions into Robot Movements through Shared Latent Space Neural Networks 2024 • ACM Transactions on Human-Robot Interaction • 13(3):1-18 Suguitan M, Depalma N, Hoffman G, Hodgins J Preprint Kinematic Motion Retargeting for Contact-Rich Anthropomorphic Manipulations 2024 Lakshmipathy AS, Hodgins JK, Pollard NS Conference Learning Interaction Constraints for Robot Manipulation via Set Correspondences 2024 • IEEE International Conference on Robotics and Automation • 00:16125-16131 Nan J, Hodgins J, Okorn B
Conference A Local Appearance Model for Volumetric Capture of Diverse Hairstyles 2024 • 2024 INTERNATIONAL CONFERENCE IN 3D VISION, 3DV 2024 • 190-200 Wang Z, Nam G, Bozic A, Cao C, Saragih J, Zollhofer M, Hodgins J
Conference Exploring the Impact of Rendering Method and Motion Quality on Model Performance when Using Multi-view Synthetic Data for Action Recognition 2024 4580-4590 Panev S, Kim E, Namburu SAS, Nikolova D, de Melo C, De La Torre F, Hodgins J
Journal Article Face2Gesture: Translating Facial Expressions into Robot Movements through Shared Latent Space Neural Networks 2024 • ACM Transactions on Human-Robot Interaction • 13(3):1-18 Suguitan M, Depalma N, Hoffman G, Hodgins J
Preprint Kinematic Motion Retargeting for Contact-Rich Anthropomorphic Manipulations 2024 Lakshmipathy AS, Hodgins JK, Pollard NS
Conference Learning Interaction Constraints for Robot Manipulation via Set Correspondences 2024 • IEEE International Conference on Robotics and Automation • 00:16125-16131 Nan J, Hodgins J, Okorn B