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Machine Learning based Mountainous Skyline Detection and Visual Geo-Localization
With the ubiquitous availability of geo-tagged imagery and increased computational power, geo-localization has captured a lot of attention from researchers in computer vision and image retrieval communities. Significant ...
Solutions for Improving Model Simulation in the Virtual Watershed Platform
This thesis is a collage of the works implemented to enhance the modeling capabilities of the NSF EPSCoR-supported Western Consortium for Water Analysis, Visualization and Exploration (WC-WAVE) Virtual Watershed Project. ...
Deep Convolutional Neural Networks for MultilabelPrediction Using RGBD Data
Robotics relies heavily on the system's ability to perceive the world around the robot accurately and quickly. In a narrow setting as in manufacturing this goal is relatively simple. To make robotics feasible in more ...
Models of Intention for Human-Robot Interaction
As demand for robots grows in non-industrial settings, there is a corresponding need to develop systems that engage with humans on a social level. A key component of this social interaction is the process of inferring ...