PhD Thesis Proposal
Jacqueline Libby
Carnegie Mellon University

Self-Supervised Learning on Mobile Robots Using Acoustics, Vibration, and Visual Models to Build Rich Semantic Terrain Maps

Event Location: NSH 1305Abstract: Humans and robots would benefit from having rich semantic maps of the terrain in which they operate. Mobile robots equipped with sensors and perception software could build such maps as they navigate through a new environment. This information could then be used by humans or robots for better localization and path [...]

PhD Thesis Proposal
Laura Trutoiu
Carnegie Mellon University

Perceptually Valid Dynamics for Smiles and Blinks

Event Location: NSH 3002Abstract: Human observers are particularly adept at detecting anomalies in realistic computer-generated (CG) facial animations. With an increased demand for CG characters in education and entertainment applications, it is important to animate accurate, realistic facial expressions. In this thesis proposal, we develop a framework to explore representations of two key facial expressions: [...]

PhD Thesis Proposal
Joydeep Biswas
Carnegie Mellon University

Hybrid Markov / Non-Markov Localization for Long-Term Autonomy of Mobile Robots in Varying Indoor Environments

Event Location: NSH 1109Abstract: There is considerable interest in having robots continue to perform autonomously over time in human environments despite changes in their environment. Most state-of-the-art robot localization and mapping approaches assume that the world can be represented as a static map. However, real human environments are not static - some areas like corridors [...]

PhD Thesis Proposal
Anca D. Dragan
Carnegie Mellon University

Robot Motion for Seamless Human-Robot Collaboration

Event Location: GHC 8102Abstract: The goal of this thesis is to enable robots to produce motion that is suitable for human-robot collaboration and co-existence. Most motion in robotics is purely functional: industrial robots move to package parts, vacuuming robots move to suck dust, and personal robots move to clean up a dirty table. This type [...]

PhD Thesis Proposal
David Rollinson
Carnegie Mellon University

Towards Autonomous Control of Snake Robots

Event Location: NSH 1305Abstract: Snake robots are ideally suited to highly confined environments because their small cross-sections and highly redundant kinematics allow them to enter and move through tight spaces with a high degree of dexterity. Despite these theoretical advantages, snake robots also pose a number of practical challenges that have limited their usefulness in [...]

PhD Thesis Proposal
Feng Zhou
Carnegie Mellon University

Spatial, Temporal and Spatio-temporal Correspondence for Computer Vision Problems

Event Location: NSH 1507Abstract: Many computer vision problems, such as object classification, motion estimation or shape registration rely on solving the correspondence problem. Existing algorithms to solve the correspondence problems are usually NP-hard, difficult to approximate and lack mechanism for feature selection. This proposal addresses the correspondence problem in computer vision, and proposes two new [...]

PhD Thesis Proposal
Kevin A. Lenzo
Carnegie Mellon University

Characteristic Prosody and Meaning in Speech Synthesis

Event Location: NSH 3305Abstract: A new trainable model and method for generating prosody for speech synthesis is proposed, in which a relationship between pragmatics, intonational phonology, and performance is made explicit in a language-neutral manner. The literature of pragmatics and intonation is broad, but produces only coarse descriptions and few actionable models (Steedman; Pierrehumbert and [...]

PhD Thesis Proposal
Natasha Kholgade
Carnegie Mellon University

3D Manipulation of Objects in Photographs

Event Location: NSH 1305Abstract: This thesis provides a system that allows users to interact with objects and human subjects in photographs in three dimensions. Current photo-editing tools provide a diverse array of operations in photographs. However, they are limited to the 2D plane of the image. The key contribution of this thesis is to leverage [...]

PhD Thesis Proposal
Heather L. Jones
Carnegie Mellon University

View Trajectory Planning for Modeling Planetary Features under Transient Illumination

Event Location: GHC 8102Abstract: This research addresses the problem of planning views for modeling large, local, substantially 3D terrain features, such as skylights, at long range from surface rovers. Skylights, which are vertical cave entrances, and other pits have been identified in recent high-resolution images of the Moon and Mars. Planetary pits are interesting scientific [...]

PhD Thesis Proposal
Nathan A. Wood
Carnegie Mellon University

Mapping & Localizing on the Beating Heart

Event Location: NSH 1507Abstract: In the United States the annual cost of cardiovascular disease exceeds $475 billion. Medical imaging costs more than $100 billion annually, with cardiovascular imaging representing almost one-third. Any approach that can reduce the need for imaging in cardiovascular care has the potential to provide significant savings. Without direct visualization of the [...]