Title :
Advanced situational awareness and obstacle detection using a monocular camera
Author :
Bhoite, Abhijit ; Beke, Nikhil ; Nanduri, Sashank ; Duffy, Tim ; Torres, Myra
Author_Institution :
Impact Technol., LLC, Rochester, NY, USA
Abstract :
This paper presents a modular approach for a high resolution monocular camera based system to detect, track, and display potential obstacles and navigational threats to soldiers and operators for manned and unmanned ground vehicles. This approach enhances situational awareness by integrating obstacle detection and motion tracking algorithms with virtual pan-zoom-tilt (VPZT) techniques, enabling soldiers to interactively view an arbitrary region of interest (ROI) at the highest captured resolution. Depth determination from a single imager is challenging and an approach for depth information, along with size and motion information is developed to assign a threat level to each obstacle.
Keywords :
cameras; image motion analysis; military computing; object detection; advanced situational awareness; high resolution monocular camera; motion tracking algorithms; obstacle detection; unmanned ground vehicles; virtual pan-zoom-tilt technique; Cameras; Computer vision; Image motion analysis; Image resolution; Optical filters; Optical imaging; Vehicles; Depth perception; Motion tracking; Obstacle detection; VPZT;
Conference_Titel :
Image Processing Workshop (WNYIPW), 2010 Western New York
Conference_Location :
Rochester, NY
Print_ISBN :
978-1-4244-9298-5
DOI :
10.1109/WNYIPW.2010.5649763