Image registration using Hough transform and phase correlation

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dc.contributor.authorChunhavittayatera, Siwaphon
dc.contributor.authorChitsobhuk, Orachat
dc.contributor.authorTongprasert, Kiatnarong
dc.date.accessioned2026-08-06T09:54:02Z
dc.date.available2026-08-06T09:54:02Z
dc.date.issued2006-01-01
dc.description.abstractThis paper presents image registration using a combination of Hough transform and phase correlation technique in Fourier domain to estimate rotation and translation parameters. These paramters are used to register input images and create a seamless representation of the registered image. The first step is based on 1D phase correlation which calculates the translation of angle in Hough space, obtained form Hough transform. The rotation parameter obtain from this step is used to de-rotated the input images. The second step provides the translation in x-y axis using 2D phase correlation. Finally, the input images are registered using the estimated translation parameter. The experimental results show the accuracy of the proposed method to detect the translation parameters and find the relevant potential angles of rotation for various image details and sizes. The proposed method is ease to operation, less computation complexity, thus requires less amount of process time due to the high efficiency of fast Fourier transform (FFT).
dc.identifier.citation8th International Conference Advanced Communication Technology Icact 2006 Proceedings, 2, 973-977, 2006
dc.identifier.doi10.1109/icact.2006.206134
dc.identifier.other2-s2.0-33750950086
dc.identifier.urihttps://dspace.kmitl.ac.th/handle/123456789/1263
dc.source8th International Conference Advanced Communication Technology Icact 2006 Proceedings
dc.subjectHough transform
dc.subjectImage registration
dc.subjectPhase correlation
dc.titleImage registration using Hough transform and phase correlation
dc.typeConference Paper

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