Robotic Sightseeing: A Method for Automatically Creating Virtual Environments

This paper describes the fully automatic creation of an environment's description using an image-based representation. This representation is a collection of cylindrical sample images combined into an "image-based virtual reality". The locations at which the environment will be sampled are chosen automatically using an operator inspired by models of human visual attention and saccadic motion. The image acquisition is performed by a mobile robot. The selection of vantage points is based on an analysis of the edge structure of sampled panoramic images. In order to trade off the optimality of the generated description of the navigation effort required in solving the online problem, a concept referred to as alpha-backtracking is introduced. The paper illustrates sample data acquired by the procedure.

Authors

• Eric Bourque
• Gregory Dudek
• Philipple Ciaravola

Keywords

• Robotics and automation
• Virtual reality
• Mobile robots
• Layout
• Humans
• Rendering (computer graphics)
• Application software
• Virtual environment
• Image analysis
• Navigation
• Visual Attention
• Saccade
• Vantage Point
• Mobile Robot
• Attention Model
• Panoramic Images
• Imaging Data
• Local Environment
• Attention Mechanism
• Environmental Model
• Psychophysics
• Environmental Point
• Odometry
• Computational Mechanisms
• Online Algorithm
• Edge Elements
• Spherical Image
• Traditional Cameras