Title :
A Personal Computer Based 360 Degree Vision Distributed Aperture System
Author :
Xiaoming Peng ; Qingbo Wang
Author_Institution :
Sch. of Autom., Univ. of Electron. Sci. & Technol. of China (UESTC), Chengdu, China
Abstract :
Visible light cameras are commonly used for surveillance applications. However, a single camera can only provide a limited field of view (FOV). To overcome this problem, distributed aperture systems (DAS) are developed to provide a broader FOV by combining the views from multiple cameras. In this paper, we present a personal-computer-based 360 degree vision DAS system, and describe how to offline estimate the orientations of the cameras constituting the DAS system, as well as online synthesize a virtual view in real time. Our system is able to synthesize a color virtual view of up to 2048×1024 pixels at a speed of 39 frames per second (fps). A large majority of the workload of the online synthesis of the virtual view is implemented on the Graphic Processing Unit (GPU).
Keywords :
computer vision; graphics processing units; image colour analysis; image sensors; DAS; FOV; GPU; color virtual view; graphic processing unit; limited field of view; online virtual view synthesis; personal computer based 360 degree vision distributed aperture system; surveillance applications; visible light cameras; Apertures; Calibration; Cameras; Graphics processing units; Image color analysis; Real-time systems; Sensors; distributed aperture systems (DAS); image registration; real-time virtual view synthesis;
Conference_Titel :
Image and Graphics (ICIG), 2013 Seventh International Conference on
Conference_Location :
Qingdao
DOI :
10.1109/ICIG.2013.121