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Line detection fusion using spatial frequency measurement
Author(s)
Toontham, Kitti
Emapana, Bhurit
Udomhunsakul, Somkait
Date Issued
May 28, 2010
Type
Conference Paper
Abstract
In this paper, we present a line detection fusion method using Spatial Frequency Measurement (SFM). Our proposed method, Á trous algorithm is firstly applied with the original image to get the line feature detail information in two difference resolutions from a coarse one with 5x5 mask and a fine one with 3x3 mask. Next, both line feature detail information are fused to get a complete line feature using Spatial Frequency Measurement, which is compared with Laplacian Operator. From the experiments, we found that our proposed method provides a complete line feature evaluated by the correlation value. Also, the method is general and can be applied to other features in imagery. ©2010 IEEE.
Citation
2010 the 2nd International Conference on Computer and Automation Engineering Iccae 2010, 1, 71-75, 2010