A Simple Visual-Based System Applied to Safe Navigation of Vehicles
Author | : Arthur de Miranda Neto |
Publisher | : LAP Lambert Academic Publishing |
Total Pages | : 152 |
Release | : 2013 |
ISBN-10 | : 3659479365 |
ISBN-13 | : 9783659479366 |
Rating | : 4/5 (65 Downloads) |
Download or read book A Simple Visual-Based System Applied to Safe Navigation of Vehicles written by Arthur de Miranda Neto and published by LAP Lambert Academic Publishing. This book was released on 2013 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: This manuscript addresses the problem of obstacle avoidance for semi- and autonomous terrestrial platforms in dynamic and unknown environments. Based on monocular vision, it proposes a set of tools that continuously monitors the way forward, proving appropriate road information in real time. Taking into account the temporal coherence between consecutive frames, a new Dynamic Power Management methodology is proposed and applied to a robotic visual machine perception, which included a new environment observer method to optimize energy consumption used by a visual machine. A remarkable characteristic of these methodologies is its independence of the image acquiring system and of the robot itself. This real-time perception system has been evaluated from different test-banks and also from real data obtained by two intelligent platforms. In semi-autonomous tasks, tests were conducted at speeds above 100 Km/h. Autonomous displacements were also carried out successfully.