Now showing items 51-54 of 54
Automated vision-based generation of event statistics for decision support
(Georgia Institute of Technology, 2016-04-20)
Many tasks require surveillance and analysis in order to make decisions regarding the next course of action. The people responsible for these tasks are usually concerned with any event that affects their bottom-line. ...
Feedback augmentation of pde-based image segmentation algorithms using application-specific exogenous data
(Georgia Institute of Technology, 2013-08-22)
This thesis is divided into five chapters. The scope of problems considered is defined in chapter I. Next, chapter II provides background material on image processing with partial differential equations and a review ...
4D Reconstruction for Hydroponic Agriculture
(Georgia Institute of Technology, 2021-05-11)
Current plant monitoring practices are quite destructive and wasteful, requiring harvest to measure basic attributes such as weight, nutrient concentrate, etc. With this work, we attempt to develop and evaluate a precise ...
Robust Deep Vision-based Planning and Control Algorithms with Probabilistic Learning
(Georgia Institute of Technology, 2022-04-28)
Decision making for safety-critical systems is challenging due to performance requirements with significant consequences in the event of failure. Data-driven planning and control methods, e.g. using deep neural networks, ...