Share Email Print

Optical Engineering

Fusion of complementary catadioptric panoramic images based on nonsubsampled contourlet transform
Author(s): Lidong Chen; JingTao Lou; Maojun Zhang; Wei Wang; Yu Liu
Format Member Price Non-Member Price
PDF $20.00 $25.00

Paper Abstract

The problem of low and nonuniform resolution has long been a topic of research in omnidirectional imaging. A novel fusion method based on nonsubsampled contourlet transform is proposed in this paper to fuse the pair of complementary panoramic images unwrapped from the inner and outer of the omni-image. This work can be considered as a continuation research of the complementary-structure catadioptric imaging technique based on multiple mirrors. Specifically, the high-frequency details are extracted by nonsubsampled directional filters only in the horizontal and vertical directions, since the complementarity mostly exists in two orthogonal directions. The horizontal and vertical high-frequency coefficients of the fused image are selected from the panoramic image which has the advantage in the corresponding direction. The fusion rule for the low-frequency coefficients is an improved "selecting" scheme with considering the high-frequency directional vector. Simulation experiments based on decimation and interpolation are implemented using the proposed fusion method, which outperforms other existing fusion methods in terms of both visual quality and objective evaluation. The proposed fusion method has demonstrated on experiments that both indoor and outdoor of real-scene imaging can gain better performance by using our prototype omnidirectional sensor.

Paper Details

Date Published: 1 December 2011
PDF: 10 pages
Opt. Eng. 50(12) 127002 doi: 10.1117/1.3658761
Published in: Optical Engineering Volume 50, Issue 12
Show Author Affiliations
Lidong Chen, National Univ. of Defense Technology (China)
JingTao Lou, National Univ. of Defense Technology (China)
Maojun Zhang, National Univ. of Defense Technology (China)
Wei Wang, National Univ. of Defense Technology (China)
Yu Liu, National Univ. of Defense Technology (China)

© SPIE. Terms of Use
Back to Top