Image Registration Algorithm Based on Convolutional Neural Network and Local Homography Transformation

Image Registration Algorithm Based on Convolutional Neural Network and Local Homography Transformation

In order to overcome the poor robustness of traditional image registration algorithms in illuminating and solving the problem of low accuracy of a learning-based image homography matrix estimation algorithm, an image registration algorithm based on convolutional neural network (CNN) and local homogr...

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Bibliographic Details
Main Authors: Yuanwei Wang, Mei Yu, Gangyi Jiang, Zhiyong Pan, Jiqiang Lin
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Applied Sciences
Subjects:
image registration
homography matrix
local homography transformation
convolutional neural network
moving direct linear transformation
Online Access:https://www.mdpi.com/2076-3417/10/3/732

Internet

https://www.mdpi.com/2076-3417/10/3/732

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