DocumentCode
1809619
Title
Multimodal stereo correspondence based on phase congruency and edge histogram descriptor
Author
Mouats, Tarek ; Aouf, Nabil
Author_Institution
Dept. of Inf. & Syst. Eng. (DISE), Cranfield Univ., Shrivenham, UK
fYear
2013
fDate
9-12 July 2013
Firstpage
1981
Lastpage
1987
Abstract
With rapid development in the infrared industry and the availability of relatively cheaper infrared cameras, the simultaneous utilization of visible and infrared data and thus solving the correspondence problem between those images attracts more attention. In this context, we investigate the feasibility of matching features extracted from a multispectral stereo setup using a novel descriptor based on the combination of frequency domain analysis namely “the phase congruency” and spatial information on the shape of the neighboring region around keypoints. A set of stable features are extracted using a bank of Log-Gabor filters at different orientations and frequencies. Features descriptors are computed from the coefficients of the Log-Gabor filters obtained in the previous step and histograms of edge orientations. Matching is based on the cosine similarity function. Experimental results show the performance of this approach to the multimodal correspondence challenge in comparison with other methods cited in the literature.
Keywords
Gabor filters; computer vision; feature extraction; image matching; stereo image processing; edge histogram descriptor; feature descriptors; feature extraction; feature matching; frequency domain analysis; image correspondence; infrared cameras; infrared industry; log-Gabor filters; multimodal stereo correspondence; phase congruency; Cameras; Detectors; Feature extraction; Finite impulse response filters; Gabor filters; Histograms; Image edge detection; edge histogram descriptor; multimodal feature matching; phase congruency; stereo correspondence;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Fusion (FUSION), 2013 16th International Conference on
Conference_Location
Istanbul
Print_ISBN
978-605-86311-1-3
Type
conf
Filename
6641248
Link To Document