Method for Fused Phase and PCA Direction Based on a SIFT Framework for Multi-Modal Image Matching

Method for Fused Phase and PCA Direction Based on a SIFT Framework for Multi-Modal Image Matching

The high noise and local deformation of multi-modal images reduce the accuracy of scale invariant feature transform (SIFT) image matching. To solve this problem, a new method based on the SIFT framework, which fuses the phase consistency optimization strategy and the gradient direction of principal...

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Bibliographic Details
Main Authors: Haiqiao Liu, Shibin Luo, Jiazhen Lu, Jing Dong
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Phase consistency
SIFT
HOPC
image matching
Online Access:https://ieeexplore.ieee.org/document/8901124/

Internet

https://ieeexplore.ieee.org/document/8901124/

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