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A Learning Approach to Enable Locomotion of Multiple Robotic Agents Operating in Natural Terrain Environments
(Georgia Institute of Technology, 2008)
This paper presents a methodology that utilizes soft computing approaches to enable locomotion of multiple legged robotic agents operating in natural terrain environments. For individual robotic control, the locomotion ...
A Human-Robot Mentor-Protégé Relationship to Learn Off-Road Navigation Behavior
(Georgia Institute of Technology, 2005-10)
In this paper, we present an approach to transfer human expertise for learning off-road navigation behavior to an autonomous mobile robot. The methodology uses the concept of humanized intelligence to combine principal ...
An intelligent terrain-based navigation system for planetary rovers
(Georgia Institute of Technology, 2001-12)
A fuzzy logic framework for onboard terrain analysis and guidance towards traversable regions. An onboard terrain-based navigation system for mobile robots operating on natural terrain is presented. This system utilizes a ...
Rule-based reasoning and neural network perception for safe off-road robot mobility
(Georgia Institute of Technology, 2002-09)
Operational safety and health monitoring are critical matters for autonomous field mobile robots such as planetary rovers operating on challenging terrain. This paper describes relevant rover safety and health issues and ...
Real Time Intelligent Target Detection and Analysis with Machine Vision
(Georgia Institute of Technology, 2000-06)
This paper presents an algorithm for detecting a specified set of target objects embedded in visual imagery for an Automatic Target Recognition (ATR) application. ATR involves processing images for detecting, classifying, ...
A generalized approach to real-time pattern recognition in sensed data
(Georgia Institute of Technology, 1999-12)
Many applications that focus on target detection in an image scene develop algorithms specific to the task at hand. These algorithms tend to be dependent on the type of input data used in the application and thus generally ...
Approximate Reasoning for Safety and Survivability of Planetary Rovers
(Georgia Institute of Technology, 2003-02)
Operational safety and health monitoring are critical matters for autonomous planetary rovers operating on remote and challenging terrain. This paper describes rover safety issues and presents an approximate reasoning ...
An Adaptive Learning Methodology for Intelligent Object Detection in Novel Imagery Data,
(Georgia Institute of Technology, 2003-03)
The process of robustly identifying targets embedded in a cluttered image scene is a difficult task to accomplish. Such an application must deal with rotation, scaling, and lighting variants of the target as well as handle ...
A Multi-Stage Neural Network for Automatic Target Detection
(Georgia Institute of Technology, 1998-05)
Automatic Target Recognition (ATR) involves processing two-dimensional images for detecting, classifying, and tracking targets. The first stage in ATR is the detection process. This involves discrimination between target ...