Automatic Image Alignment Using Principal Component Analysis

We present an automatic technique for image alignment using a principal component analysis (PCA) that broadly consists of two steps. The first step is the segmentation of the region of interest by thresholding. In the second step, PCA is applied on nonzero pixels in the binary image to determine the...

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Bibliographic Details
Main Authors: Hafiz Zia Ur Rehman, Sungon Lee
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
PCA
Online Access:https://ieeexplore.ieee.org/document/8540825/