PhD Thesis Proposal
Michael Dille
Carnegie Mellon University

Search and Pursuit of Non-cooperative Targets with Unmanned Aerial Vehicles

Event Location: NSH 1109Abstract: Across many rescue, surveillance, and scientific applications, there exists a broad need to perform wide-area reconnaissance and terrain surveys, for which unmanned aerial vehicles (UAVs) are increasingly popular. This thesis considers the task of using one or more UAVs to locate an object of interest, provide continuous viewing, and rapidly re-acquire [...]

PhD Thesis Proposal
Somchaya Liemhetcharat
Carnegie Mellon University

Representation, Planning, and Learning of Dynamic Ad Hoc Robot Teams

Event Location: GHC 8102Abstract: Task allocation involves the division of tasks among a team of robots, such that each robot is responsible for a subset of the tasks. Similarly, in role assignment, roles are typically defined to be performed by a single robot whose performance is independent of the composition of its team. Complex tasks, [...]

PhD Thesis Proposal
Matthew Tesch
Carnegie Mellon University

Improving Robot Locomotion and Situational Awareness through Learning Methods for Expensive Black-Box Systems

Event Location: GHC 6501Abstract: The modular snake robots in Howie Choset’s lab provide an intriguing platform for research: they have already been shown to excel at a variety of locomotive tasks and have incredible potential for navigating complex terrains, but much of that potential remains untapped. Unfortunately, many techniques that are commonly used in robotics [...]

PhD Thesis Proposal
Stéphane Ross
Carnegie Mellon University

No-Regret Methods for Learning Sequential Predictions

Event Location: GHC 8102Abstract: Sequential prediction problems arise commonly in many areas of robotics and information processing. For instance, in robot navigation tasks, autonomous robots rely on the ability to make a sequence of actions, given a sequence of observations revealed to them over time, in order to reach the desired goal location. Similarly, complex [...]

PhD Thesis Proposal
Seungil Huh
Carnegie Mellon University

Cellular Event Detection in Time-lapse Live Cell Microscopy Images

Event Location: NSH 3002Abstract: Computer vision analysis of live cells in time-lapse microscopy images enables long-term continuous monitoring of a large number of intact cells with minimal human intervention, which has not been feasible by existing image processing methods with cellular staining images. Of critical importance in time-lapse microscopy image analysis is to understand the [...]

PhD Thesis Proposal
Lindsey Hines
Carnegie Mellon University

Design and Control of a Flapping Flight Micro Aerial Vehicle

Event Location: NSH 3002Abstract: Miniature flapping flight systems hold great promise in matching the agility of their natural counterparts, bees, flies, and hummingbirds. Characterized by reciprocating wing motion, unsteady aerodynamics, and the ability to hover, insect-like flapping flight presents an interesting locomotion strategy capable of functioning at small size scales and is still a current [...]

PhD Thesis Proposal
Eric C. Whitman
Carnegie Mellon University

Robust Force-Controlled Walking on the Sarcos Humanoid Robot

Event Location: NSH 1507Abstract: obust to both external disturbances and modeling error. We describe a walking controller that functions by coordinating multiple low-dimensional optimal controllers. We break a simplified model of the dynamics into several subsystems that have limited interaction. Each of the subsystems are augmented with coordination variables and we use a Dynamic Programming [...]

PhD Thesis Proposal
Alberto Rodriguez
Carnegie Mellon University

Shape for Contact

Event Location: NSH 1507Abstract: End effectors play a privileged role in the manipulation chain. They contact the world. That role gives them an advantageous position to convey function and contribute to a solution to the manipulation problem. This thesis proposal explores the problem of designing the shape of a rigid end effector to perform a [...]

PhD Thesis Proposal
Edward Hsiao
Carnegie Mellon University

Looking Beyond Shape for Instance Recognition of Weakly-Textured Objects

Event Location: NSH 3305Abstract: Object instance detection is a fundamental problem in Computer Vision and has been extensively studied in the past. From a single image, the goal is to detect a specific object from an arbitrary viewpoint in a cluttered environment. While the use of discriminative point-based features such as SIFT works well for [...]

PhD Thesis Proposal
Yuandong Tian
Carnegie Mellon University

Modeling and Estimating Non-rigid Image Deformation

Event Location: NSH 1305Abstract: Non-rigid deformations of surfaces and volumes result in complex distortions in images. Modeling deformation can help better understand such real-world phenomena and extract useful information about the scenes. This is closely related to many core vision tasks, such as image alignment, matching, tracking, detection and recognition. Modeling deformation remains challenging because [...]