[HTML][HTML] A novel image registration approach via combining local features and geometric invariants

Y Lu, K Gao, T Zhang, T Xu - PloS one, 2018 - journals.plos.org
Image registration is widely used in many fields, but the adaptability of the existing methods
is limited. This work proposes a novel image registration method with high precision for …

[HTML][HTML] Invariant feature matching for image registration application based on new dissimilarity of spatial features

SM Mousavi Kahaki, MJ Nordin, AH Ashtari, S J. Zahra - PloS one, 2016 - journals.plos.org
An invariant feature matching method is proposed as a spatially invariant feature matching
approach. Deformation effects, such as affine and homography, change the local information …

Image registration using a new edge-based approach

JW Hsieh, HYM Liao, KC Fan, MT Ko… - Computer vision and image …, 1997 - Elsevier
A new edge-based approach for efficient image registration is proposed. The proposed
approach applies wavelet transform to extract a number of feature points as the basis for …

A robust point-matching algorithm based on integrated spatial structure constraint for remote sensing image registration

J Jiang, X Shi - IEEE Geoscience and Remote Sensing Letters, 2016 - ieeexplore.ieee.org
Feature matching, which refers to finding the correct correspondences from two sets of
features, is an important step in feature-based image registration. In this letter, an accurate …

[HTML][HTML] Feature matching for remote-sensing image registration via neighborhood topological and affine consistency

X Gong, F Yao, J Ma, J Jiang, T Lu, Y Zhang, H Zhou - Remote Sensing, 2022 - mdpi.com
Feature matching is a key method of feature-based image registration, which refers to
establishing reliable correspondence between feature points extracted from two images. In …

Image registration using two-layer cascade reciprocal pipeline and context-aware dissimilarity measure

L Liang, W Zhao, X Hao, Y Yang, K Yang, L Liang… - Neurocomputing, 2020 - Elsevier
We present a method based on a robust two-layer cascade reciprocal pipeline (TCPR) and
the context-aware dissimilarity measure (CADM) for feature-based image registration. We …

[HTML][HTML] Image registration algorithm using Mexican hat function-based operator and grouped feature matching strategy

F Jin, D Feng - PloS one, 2014 - journals.plos.org
Feature detection and matching are crucial for robust and reliable image registration.
Although many methods have been developed, they commonly focus on only one class of …

An automatic image registration evaluation model on dense feature points by pinhole camera simulation

WL Du, XL Tian - 2017 IEEE International Conference on Image …, 2017 - ieeexplore.ieee.org
Evaluating image registration methods in images with dense feature points is challenging,
because it's hard to discriminate real inliers in thousands of resulting correspondences …

[HTML][HTML] An infrared-visible image registration method based on the constrained point feature

Q Li, G Han, P Liu, H Yang, H Luo, J Wu - Sensors, 2021 - mdpi.com
It is difficult to find correct correspondences for infrared and visible image registration
because of different imaging principles. Traditional registration methods based on the point …

Feature based image registration using non-degenerate pixels

P Qiu, C Xing - Signal Processing, 2013 - Elsevier
Image registration (IR) aims to geometrically match one image to another. It is extensively
used in many imaging applications. Among many existing IR methods, one widely used …