Title :
Multilayer real-time video image stabilization
Author :
Windau, Jens ; Itti, Laurent
Author_Institution :
Comput. Sci. Dept., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
In many camera-based robotics applications, stabilizing video images in real-time is often critical for successful performance. In particular vision-based navigation, localization and tracking tasks cannot be performed reliably when landmarks are blurry, poorly focused or disappear from the camera view due to strong vibrations. Thus a reliable video image stabilization system would be invaluable for these applications. This paper presents a real-time video image stabilization system (VISS) primarily developed for aerial robots. Its unique architecture combines four independent stabilization layers. Layer 1 detects vibrations via an inertial measurement unit (IMU) and performs external counter-movements with a motorized gimbal. Layer 2 damps vibrations by using mechanical devices. The internal optical image stabilization of the camera represents Layer 3, while Layer 4 filters remaining vibrations using software. VISS is low-cost and robust. It has been implemented on a ??Photoship One?? gimbal, using GUMBOT hardware for processing Sparkfun-IMU data (Layer 1). Lord Mount vibration isolators damp vibrations (Layer 2). Video images of Panasonic´s Lumix DMCTZ5 camera are optically stabilized with Panasonic´s ??Mega O.I.S.?? technique (Layer 3) and digitally stabilized with ??Deshaker?? software (Layer 4). VISS significantly improved the stability of shaky video images in a series of experiments.
Keywords :
robot vision; vibration isolation; video signal processing; aerial robots; camera-based robotics application; inertial measurement unit; localization tasks; mechanical devices; motorized gimbal; multilayer real-time video image stabilization; optical image stabilization; real-time video image stabilization system; tracking tasks; vibration isolators; vision-based navigation; Cameras; Optical filters; Optical imaging; Real time systems; Robots; Streaming media; Vibrations;
Conference_Titel :
Intelligent Robots and Systems (IROS), 2011 IEEE/RSJ International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-61284-454-1
DOI :
10.1109/IROS.2011.6094738