Title :
Fast omni-image unwarping using pano-mapping pointers array
Author :
Reategui, Jaime ; Rodriguez, Paul ; Ragot, N.
Author_Institution :
Dept. of Electr. Eng., Pontificia Univ. Catolica del Peru, Lima, Peru
Abstract :
Omni-cameras are becoming ubiquitous in several applications that require a wide field of view (such as 3D reconstruction, video surveillance, robot vision, etc.) and thus the need to reduce computational time during omni-image un-warping. In this paper a computationally efficient alternative referred as pano-mapping pointers array (PMPA) is proposed. First, a buffer is created to save the omni-image. Then, a PMPA is created, where each entry points to a specific place in the buffer depending on the interpolation desired (nearest neighbors or bilinear interpolation). Finally, using the PMPA we unwarp the omni-image. The PMPA is created once for an omni-camera, interpolation method and panoramic image resolution. Experiments on a standard computer demonstrate that the proposed method is about 5.8 (nearest neighbors) and 2.1 (bilinear interpolation) times faster than the classic pano-mapping table method and about 1.7 (nearest neighbors) times faster than the one-eighth pano-mapping table method.
Keywords :
cameras; image resolution; interpolation; PMPA; bilinear interpolation method; computational time reduction; entry points; field-of-view; nearest neighbors; omnicameras; omniimage unwarping; pano-mapping pointer array; panoramic image resolution; standard computer; Arrays; Cameras; Conferences; Gold; Image resolution; Interpolation; Three-dimensional displays; Omnidirectional; image processing; unwarping;
Conference_Titel :
Image Processing (ICIP), 2014 IEEE International Conference on
Conference_Location :
Paris
DOI :
10.1109/ICIP.2014.7026175