PhD Thesis Defense
Rhythmic Human-Robot Social Interaction
Event Location: NSH 3305Abstract: Social scientists have identified and begun to describe rhythmic and synchronous properties of human social interaction. However, social interactions with robots are often stilted due to temporal mismatch between the behaviors, both verbal and nonverbal, of the interacting partners. This thesis brings the theory of interactional synchrony to bear on the [...]
3D Reconstruction and Tracking of Anatomical Structures from Endoscopic Images
Event Location: NSH 3305Abstract: Endoscopy is attracting increasing attention for its role in minimally invasive, computer-assisted and tele-surgery. Analyzing images from endoscopes to obtain meaningful information about anatomical structures such as their 3D shapes, deformations and appearances, is crucial to such surgical applications. However, 3D reconstruction from endoscopic images is challenging due to the small [...]
Aligning Capabilities of Interactive Educational Tools to Learner Goals
Event Location: NSH 1507Abstract: This thesis is about a design process for creating educationally relevant tools. I submit that the key to creating tools that are educationally relevant is to focus on ensuring a high degree of alignment between the designed tool and the broader educational context into which the tool will be integrated. The [...]
Toward Versatile Structural Modification for Bayesian Nonparametric Time Series Models
Event Location: GHC 6501Abstract: Unsupervised learning techniques discover organizational structure in data, but to do so they must approach the problem with a priori assumptions. A fundamental trend in the development of these techniques has been the relaxation or elimination of the unwanted or arbitrary structural assumptions they impose. For systems that derive hidden Markov [...]
Closed-Form Analysis of Human Motion in Monocular Videos
Event Location: NSH 1507Abstract: When interacting with our surroundings, our actions are highly structured. This structure is a consequence of the purposefulness of human behavior --- we tend to do similar things in similar circumstances. Artificial systems must develop an understanding of the underlying dynamics that encode this structure to understand human actions in a [...]
Social Robot Navigation
Event Location: NSH 1507Abstract: Mobile robots that encounter people on a regular basis must react to them in some way. While traditional robot control algorithms treat all unexpected sensor readings as objects to be avoided, we argue that robots that operate around people should react socially to those people, following the same social conventions that [...]
Learning and Optimization Methods for High Level Planning
Event Location: NSH 1507Abstract: Motion planning for complex systems such as legged robots and mobile manipulators has proven to be a difficult task due to the high dimensional configuration spaces that underly such systems, and also due to the variety of constraints which must be met at all times. One way to escape the so-called [...]
Search in the Physical World
Event Location: NSH 3305Abstract: This thesis examines search in the physical world, which differs significantly from the searches in the digital world that we perform every day on our computers. When searching the internet, for instance, success is a matter of informed indexing that allows the information to be retrieved quickly. In these cases, there [...]
Pre-grasp interaction as a manipulation strategy for movable objects
Event Location: GHC 6501Abstract: Many approaches to improving robotic manipulation have focused on reach-to-grasp tasks, where the arm motion and hand configuration are planned for grasping an object. In these solutions, the object placement is often considered fixed in the environment and is carefully grasped from its presented configuration. In contrast, humans often take advantage [...]
Automated Construction of Robotic Manipulation Programs
Event Location: NSH 3002Abstract: Society is becoming more automated with robots beginning to perform most tasks in factories and starting to help out in home and office environments. Arguably, one of the most important functions of robots is the ability to manipulate objects in their environment to accomplish primitive tasks. Because the space of possible [...]