image registration

Selecting the characteristic points is one of the critical steps during the image registration for remote sensing.

A real-time image registration algorithm combining integral projection and multi-resolution spectrum decomposition technique is presented.

Image registration is still in the state of development, and it has a long way for us to go in order to make accuracy, speediness and a. . .

To solve image registration, modified SUSAN algorithm was used to detect the corner points.

Image registration is one of the crucial steps in the fusion processing of image.

Image registration is an important step of image fusion, change detection and target recognition in remote-sensing applications.

Test results show that the method greatly improved Hausdorff distance-based image registration of the computing speed.

Remote sensing image registration and fusion is an important image processing technology in remote sense field.

Medical image registration as a prerequisite for image fusion, its research is a hot in the area of medical image processing.

In view of the image registration probability and registration precision, some classical similarity measures are compared theoretically.

Mutual information is an important method for multimodal medical image registration.

By combining wavelet transform with increment sign correlation, an efficient and robust image registration method is presented.

In practice, the improved GEP algorithm is applied to function mining and image registration problems.

This paper begins with the concepts and popular methods of image registration and fusion, and then analyzes its current research situation.

Image registration is the key step and requisite for images comparison, data fusion, changes analyzing and objects recognition.

So this spatial relation descriptor will performance well in image recognition, image retrieval and image registration.

Due to the intrinsic characteristics of SAR image, SAR image registration is confronted with some new problems.

At last, an image registration system including the registration validation algorithm is implemented.

In landmark-based image registration, estimating the landmark correspondence plays an important role.

Medical image registration is fundamental to many applications of computer vision and medical image analysis.

Conclusion The proposed method can effectively improve the robustness and accuracy of DSA image registration.

Decomposed wavelet subbands of the original images are used to improve the speed of image registration.

Due to the inferiority of image registration using maximum mutual information, we researched the registration based on corner points.

Therefore, UAV image navigation based on infrared and visible light image registration is an ideal and reliable navigation method.

Then the image mosaic is divided into three parts: image segmentation, image registration and fusion edge.

Image registration process is presented and the method is validated by experiment of shifted image registration.

In the other, three basic steps are involved, i. e. image-precondition, image-registration and image-stitching.

Finally, the potential application of active contour in image registration is discussed.

The technique of image registration is the basis of super-resolution reconstruction and image fusion.

In this paper is described an automated mutual information based method for human brain MR PET image registration.

Multi-Modality Image Registration has been hotspots and difficulties in image processing field latest years.

Generally speaking, according to the different perspectives, a variety of image registration method.

One challenging problem in image registration area is the registration of multi-sensor images.

A new image registration method is presented by the author in this paper for image registration.

An improved image registration method based on wavelet decomposition, mutual information and hybrid optimization was proposed.

Subpixel image registration is required in many applications.

Image Edge detection and image registration is a key step and the necessary prerequisite of image fusion.

Analyzing the intrinsic characteristic of SAR image, the development and problem to be confronted of SAR image registration are analyzed. 2.

Fundamentals of Medical Image Registration.

A novel algorithm was presented aiming at the problem of deformation image registration.

Methods An image registration method was proposed based on the similarity measurement of block image content with self-adaptive selection.

The key technology of panoramic is the panorama image registration and image fusion.

Image registration based on mutual information is of high accuracy and robustness.

This paper presents a new image registration method based on minimal probability distance and improved Partial Volume(PV) interpolation.

An automatic algorithm for monomodality medical image registration is presented.

An improved image registration method based on pseudo-perspective model and nonparametric function was presented.

A new algorithm of infrared and visible light image registration based on normalized mutual information(NMI) and wavelet transform is given.

The ampoule image registration methods are studied.

An efficient and robust subpixel image registration method based on Local Phase Correlation (LPC) is developed in this paper.

Digitally Reconstructed Radiographs(DRRs) is a key technology in 2D-3D medical image registration and virtual simulation.

In this field, image registration is the important, hard and hot field.

Method 1: Cartridge case image registration based on integration mechanism and adaptive regulation is categorized as feature-based method.

A pyramid approach for remote sensing image registration based on mutual information and FFT is presented.

A new method based on the edge curvature area extreme-value and the edge correlation for efficient image registration is proposed.

It is necessary to determine initial transform parameters in order to realize automatic image registration.

A global optimization method based on mutual information is proposed for multimodality medical image registration.

Image registration is a key technology applied in infrared guidance, reconnaissance, real time monitor and so on.

3-D medical image registration based on mutual information is researched in this paper and local maxima are overcome.

We first discussed the 2D medical image registration to form our basic theory.

This paper presents a new nonrigid monomodality image registration algorithm based on B-splines.

Objective To study a robust, accurate and effective processing method for digital subtraction angiography (DSA) image registration.

Optimisation Strategies Applied To Global Similarity Based Image Registration Methods

Feasibility Research of Principal Axes and Centroid Based Method Used in Coarse Medical Image Registration

Phase Correlation Technique for Image Registration and Its Application in DSA of Radiographic Image

A Comparison of Two Similarity Measures in Intensity-based Ultrasound Image Registration

Automatic Image Registration Based Projective Transformation

Automatic sensor image registration using intelligent optimization methods

A Parallel Algorithm of Automatically Selecting the Characteristic Points in the Multiple Image Registration for Remote Sensing

Classification and State of Medical Image Registration Methods

Application of Image Registration in Photographic Superimposition

Deterministic Perturbation PV Interpolation in Image Registration

The Multi-Resolution Image Registration Algorithm for Digital Subtraction Angiography

Performance Comparison of Statistics Based Similarity Measures for Image Registration

Translation, rotation and scaling changes in image registration based affine transformation model

Multi-sensor Remote Sensing Image Registration by Maximization of Arithmetic-Geometric Mean Divergence

Machine Vision; Visible Impurity Inspection; DM642; Image Registration; Impurities Recognition;

Improved image registration by combining mutual information and gradient information

Robust Multispectral Image Registration Using Mutual-Information Models

Implementation of Mutual Information Based Medical Image Registration Methods

Research on CT image registration algorithm and its implementation

A Research on Serial and Parallel Strategies of the Automatic Image Registration for Remote Sensing

A Novel Taboo Search and its Application in Brain Functional Image Registration

An Application of the Variable Window in Dimension and Compound Window in the Sonar Image Registration

Multimodality Rigid Medical Image Registration Through Improved Particle Swarm Optimization

Performance Analysis of Registration Measures for Multi-modal Image Registration

The Application of Histogram-Based Mutual Information Estimation in Non-Rigid Image Registration

Experiments and analysis of several feature extraction methods for image registration

A fast image registration technique in digital subtraction angiography with cross template

An Invariant Approach for Image Registration in Digital Subtraction Angiography

Face Image Registration in Traditional Chinese Medicine Inspection

Medical Image Registration Algorithm in Image-Guided Noninvasive Surgery

Novel Structural-Risk-Minimization Based Approach for Image Registration

Wavelet Decomposition Based Image Registration

Medical Image Registration-Based on Methodologies of Mutual Information, Wavelet Decomposition, and Hybrid Optimization

Genetic optimization methods for medical image registration

Feature-based Image Registration Algorithm Using Invariant Line Moments

Medical Image Registration Using Co-Occurrence Mutual Information

Image registration and fusion via picture archiving and communication system

chapter four describes the MI criterion of image registration and my paper's mainly works;

A Point Correlation Based Subpixel Image Registration Algorithm

All Parameter based Hierarchical Search Image Registration

Blind cross-spectral image registration using prefiltering and fourier-based translation detection

Automatic Serial Image Registration by Regional Counting in Joint-Histogram

An adapted method for calculating image registration parameters

Surface Reconstruction and Range Image Registration with Cloud Data Points

Fast Outlier-insensitive Algorithm for Image Registration

Application of Multi- modal Image Registration in HIFU Localization System

Principal axes method for three-dimensional image registration

A Semiautomatic High-accuracy Algorithm for Image Registration

FMRI Time Series Image Registration Using Projection Technique

Application of Genetic Algorithm in Medical Image Registration

Application of Adaptive Genetic Algorithm in Multimodality Image Registration

Application of Maximal Mutual Information in MR-PET Human Brain Image Registration

Analysis and prospect of multi-source image registration techniques

Hybrid Image Registration Algorithm of Space Domain and Frequency Domain

Overcome of local maximum in mutual information-based image registration

Research of the Image Registration Technology

A Fast Aberration Calibration Algorithm in Image Registration

The Effects of Grey Levels on Mutual Information Based Medical Image Registration

A Multiresolution Algorithm for Image Registration with Partial Hausdorff Distance

Fast Transformation in Medical Image Registration

An Automatic Image Registration for Applications in Remote Sensing

A Contour Extraction Algorithm of Special Region in Image Registration

Automatic Image Registration for Motion Video Sequence

Vision Character based Multi-Sensor Image Registration

A Precise Image Registration Method by Utilizing the Geometric Feature of Edges

Registration of InSAR Image Based on Integrating Correlation-Registration and Max-spectrum Image registration

Multimodal medical image registration based on partitioned intensity uniformity

Principal axes algorithm based on image contour applied to medical image registration

Range Image Registration with ICP Frame Using Surface Mean Inter-Space Measure

Medical Image Registration Based on Quantitative-Qualitative Measure of Mutual Information;

Phase Correlation Based Iris Image Registration Model

Accuracy Analysis of InSAR Complex Image Registration

Novel similarity measure based on arithmetic-geometric mean distance for multimodal image registration

A Method for the Medical Image Registration Based on the Statistics Samples Averaging Distribution Theory

Medical Image Registration at the Fringe Inflexion

Application of Medical Image Registration in Surgery Guide

A Multi-resolution Based Image Registration Method for Panorama

Multi-Sensor Image Registration Method Adapted for Larger Scale

Medical Image Registration Based on Expanded PV Interpolation and Hybrid Optimization Algorithm

Research on Image Registration for Infrared Images of Moving Target

Image registration method based on projection and multi-resolution spectrum decomposition

Image Registration Techniques in Remote Sensing: A Review

The Research for Digital Watermarking Algorithm Based on Wavelet Multiscale Image Registration

Optimized Multistage Medical Image Registration Method Based on Mutual Information

A Method of Image Registration for UAV-borne Compact Multispectral Imager

An Approach to Image Registration Using Multiresolution Analysis of Wavelets

A new mixing rigid-elastic multiresolution algorithm for medical image registration

Image Registration Among Multimodal Medical Based on Matching of Contour Characteristic

First, the keypoint-based framework of remote sensing image registration is described;

A Multiscale Algorithm for Image Registration

Virtual-real Image Registration in Augment Reality

Medical image registration based on Maximization of Mutual Information and Correlation

A Non-Rigid Medical Image Registration Approach Based on Hierarchical Mutual Information and Thin-Plate Spline

A New Method for Multi-Spectral and SAR Remote Sensing Image Registration

A Study on Mutual Information Based Multimodality Image Registration

Multimodality Medical Image Registration Based on Mutual Information and Hybrid Optimization Algorithm

Medical Image Registration Based on Mutual Information and Fuzzy Gradient Similarity

Multispectral Image Registration Based on Mutual Information

POCS Super-resolution Sequence Image Reconstruction Based on Image Registration Excluded Aliased Frequency Domain

Image Registration Using Edge-Based Methods

Remote Sensing Image Registration Based on SIFT and the Distance Between Generalized Tight Pair-wise Prototypes

An Image Registration Method Based on Wavelet Transformation and Mutual Information

Algorithm of image registration based on edge matching and multi-scale wavelet transformation

A Method of Image Registration for Two Rotated and Translated Images

multi - source image registration based on maximization of mutual information

Medical Image Registration Based on Mutual Strictly Concave Function Measures

Review of Image Registration Methods for Medical Images

A method based on mutual information and gradient information for medical image registration

Automatic Image Registration Method Based on Gradient Phase Correlation

A Hybrid Image Registration Algorithm

A Novel Image Registration Method Based on Wavelet Decomposition and Mutual Information

A Gray-Level Image Registration Algorithm for DSA Image Based on Subtraction Histogram and Gray Value Shift Mesh

POCS Super-Resolution Image Reconstruction Based on Image Registration

Fast image registration algorithm based on randomized contour matching

Research of medical image registration based on mutual information and overcome of local-maxima

Finite Element Approach Based on Feature Constraint for Elastic Image Registration of Human Brain

Multimodality medical image registration based on improved particle swarm optimization

Novel Image Registration Based on Gradient Orientation Histogram

Discussion Based on the Contour Extraction of Image Registration Technology

Pyramid Approach for Remote Sensing Image Registration Based on FFT and Mutual Information

Medical Image Registration Based on Feature Point Pre-registration Strategy

Image Registration Approach Based on Nearest-Point Pseudo Gravitation Field

A Note on Polynomials Based Image Registration

Image Registration Based on Mutual Information for Multi-Temporal Remote Sensing

Automatic profiles detection and analysis based on image registration

Mono-modality image registration based on modified mutual information

Development of medical image registration

The Research of Image Registration in Image Fusion

A Method of the Remote Sensing Image Registration Based on Image Classification

Improved image registration based on second-order mutual information

Robust image registration based on wavelet and increment sign correlation

Image Registration Based on Simple Affine Transformation Model

Automatic image registration technique based on external point

Fast Image Registration Algorithm Based on Integral Projection

Research of medical image registration based on dataset of digitized visible human

An Image Registration Method Based on Region Selecting and Feature Points Matching

Medical image registration method based on mixed mutual information

Detecting small moving object based on wavelet multi-scale image registration

Image registration approach based on phase correlation in wavelet domain

Medical Image Registration Based on Mutual Information of Feature Points

Airborne staring IR warning image registration based on affine transform

Non-rigid Method for Brain MR Image Registration Based on B-Splines Interpolation Function

Image registration based on piecewise linear group parameters

An Automatic Method of MR Brain Image Registration

Image Registration Algorithm Based on Template Matching

Image Registration Algorithm Based on Phase-Correlation

Advances in Medical Image Registration Based on Mutual Information

Log-polar transformation based on feature points for image registration

Elastic Medical Image Registration Method Based on Multilevel B-Splines

Correction of Geometric Distortion in MRI Based on Non-linear Image Registration

An Image Registration Method Based on Wavelet Transformation

An Improved Algorithm of Rapid Image Registration Based on Corner Detection

Method for Infrared Image Registration Based on Wavelet Transform

Automatic Image Registration Based on Matching of Feature Points in Broad Sense

Elastic X-Ray Image Registration Based on Mutual Information and Thin-Plate Spline

A method for multimodality medical image registration based on particle swarm optimization

Non-rigid Medical Image Registration Based on the Thin-plate Spline and Shape Context

Fuzzy Image Registration Based on Edge Feature Enhancement

An automatic image registration algorithm based on feature

Cradle Image Correction Method for CT Scout Scan Based on Image Registration

Image registration of multi-sensor based on improved corner feature

Elastic Medical Image Registration Based on Spring Mass System

A Fast Brain Image Registration System Based on Man Machine Interaction

Automatic bi-sensor image registration based on K-L transformation

Image Registration Based on Corner Detection Method

Image registration and fusion for high-resolution data based on MATLAB

Remote sensing image registration algorithm based on FFT

Discussion of Image Registration Based on Feature Points

Image registration based on mutual information using steerable pyramid

A New Sequential Frame Image Registration Based on Area Homonymy Matrix

A New Method for Image Registration Based on Alignment Metric of Feature Points

Predictive emendation system of medical image registration based on FEM

A Medical Image Registration Method Based on Mixed PSO Algorithm

A Rapid Method of Image Registration for Inspection Based on Machine Vision

Detection of Moving Object Based on Image Registration

A Method Based on Contour Feature for Multimodality Medical Image Registration

Study on Image Registration Algorithm Based on Image Trace

A New Method for Image Registration Based on Wavelet Multi-scale Product

Rigid-Body Image Registration Based on Landmarks

Application of Image Registration Based on ERDAS IMAGINE Software System

Image registration method based on mutual information about distance field of image edges

A New Image Registration Algorithm Based on The Feature Area

A New Image Registration Algorithm Based on Main Contour

A New Method of Image Registration Based On Corner Detection

The Study on the Automatic Image Registration Based on the Borders of Ceramic Tile for Defects Detection