Title :
Construction of perspective and panoramic images from omni-images taken from hypercatadioptric cameras for visual surveillance
Author :
Jeng, Sheng-Wen ; Tsai, Wen-Hsiang
Author_Institution :
Dept. of Comput. & Inf. Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
A novel method for construction of perspective and panoramic images from omni-images taken from hypercatadioptric cameras for visual surveillance is proposed. The constructing work includes two major steps: unwarping of the omni-image into a rectangularly tessellated perspective or panoramic image, followed by interpolation of the coordinates of the image pixels which are unfilled in the first step. For the former step, techniques for combining the uses of a back-projection method and some geometric relations within the camera system to yield a forward-projection effect to accomplish the unwarping task are employed. And for the latter step, a novel scheme, called 8-directional-regions interpolation, to interpolate the unfilled pixels´ coordinates in the image yielded in the first step to complete the image construction work is proposed. Good experimental results are also included to show the feasibility of the proposed method.
Keywords :
cameras; image reconstruction; image sensors; interpolation; surveillance; 8 directional regions interpolation; back projection method; camera system; forward projection effect; hypercatadioptric cameras; image construction; image pixels; image sensors; omniimage unwarping; panoramic image construction; perspective image construction; visual surveillance; Cameras; Humans; Image reconstruction; Information science; Interpolation; Lenses; Mirrors; Monitoring; Pixel; Surveillance;
Conference_Titel :
Networking, Sensing and Control, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8193-9
DOI :
10.1109/ICNSC.2004.1297435