Robust Image Registration Based on Mutual Information Measure - Journal of Signal and Information Processing

JSIP > Vol.3 No.2, May 2012

Journal of Signal and Information Processing

Volume 3, Issue 2 (May 2012)

ISSN Print: 2159-4465 ISSN Online: 2159-4481

Google-based Impact Factor: 1.78 Citations

Robust Image Registration Based on Mutual Information Measure ()

HTML XML

Download as PDF (Size: 301KB) PP. 175-178

DOI: 10.4236/jsip.2012.32023 5,061 Downloads 8,213 Views Citations

Author(s)

Witold Kosiński, Paweł Michalak, Piotr Gut

Affiliation(s)

Faculty of Computer Science, Polish-Japanese Institute of Information Technology, Warszawa, Poland.

ABSTRACT

A new implementation of the image registration algorithm based on the mutual information is presented for the case of medical images. The registration is achieved if the maximum of the mutual information is attained. In this maximization process optimal values of five parameters of an affine transformation are searched.

KEYWORDS

Image Registration; Mutual Information; Entropy; Affine Transformation; Medical Images

Share and Cite:

Kosiński, W. , Michalak, P. and Gut, P. (2012) Robust Image Registration Based on Mutual Information Measure. Journal of Signal and Information Processing, 3, 175-178. doi: 10.4236/jsip.2012.32023.

Cited by

[1]	Enabling UAVs night-time navigation through Mutual Information-based matching of event-generated images
	2023 IEEE/AIAA 42nd …, 2023

[2]	A Novel Image Alignment Technique Leveraging Teaching Learning-Based Optimization for Medical Images
	International Conference on Data Analytics & …, 2023

[3]	Experiments in anomalous change detection: improving detector discrimination through feature layers
	Arias, A Ziemann - Algorithms, Technologies, and …, 2023

[4]	Multi-Modal Rigid Image Registration and Segmentation Using Multi-Stage Forward Path Regenerative Genetic Algorithm
	Symmetry, 2022

[5]	Femoral neck phantom imaging using time-domain topological energy method
	Pereira, Q Grimal… - The Journal of the …, 2022

[6]	Enabling multimodal whole-brain investigation for drug discovery
	2021

[7]	3D whole-heart grey-blood late gadolinium enhancement cardiovascular magnetic resonance imaging
	2021

[8]	Diffusion-weighted Imaging Voxelwise-matched Analyses of Lung Cancer at 3.0-T PET/MRI: Reverse Phase Encoding Approach for Echo-planar Imaging Distortion …
	2020

[9]	3D whole‐heart isotropic‐resolution motion‐compensated joint T1/T2 mapping and water/fat imaging
	2020

[10]	The signal feature difference between two intracranial MR angiography sequences as an imaging biomarker for neurological health
	2020

[11]	基于 FCN 和互信息的医学图像配准技术研究.
	Journal of Computer …, 2020

[12]	Study of the CatcherTM Couch's Usefulness
	2019

[13]	Stereo vision of dual view msg satellite images
	2019

[14]	A combined hierarchical algorithm of mammograms registration using mutual information and a point based matching approach
	2019

[15]	Simultaneous 3D whole‐heart bright‐blood and black blood imaging for cardiovascular anatomy and wall assessment with interleaved T2prep‐IR
	2019

[16]	3D Whole‐heart free‐breathing qBOOST‐T2 mapping
	2019

[17]	A Review on Medical Image Registration Techniques
	2018

[18]	Development of a change-detection method on underground air void identification by time-lapse GPR 3D imaging
	2018

[19]	Optimisation et évaluation des performance en traitement d'image
	2018

[20]	Optimisation and Performance Evaluation in image registration technique
	2018

[21]	Neural Network Based Image Registration Using Synthetic Reference Image Rotation
	2018

[22]	Image registration under conformal diffeomorphisms: a thesis presented in partial fulfilment of the requirements for the degree of doctor of philosophy in …
	2017

[23]	ULTRASOUND AND COMPUTED TOMOGRAPHY CARDIAC IMAGE REGISTRATION
	Thesis, 2017

[24]	An Automatic Image Registration Method Using Downhill Simplex Method and Its Applications
	Advances in Network-Based Information Systems, 2017

[25]	A novel approach for intensity based non-rigid image registration using Powell's algorithm
	International Journal of Biomedical Engineering and Technology, 2017

[26]	Medical image registration in image guided surgery: issues, challenges and research opportunities
	Biocybernetics and Biomedical Engineering, 2017

[27]	Image registration under conformal diffeomorphisms: a thesis presented in partial fulfilment of the requirements for the degree of Doctor of Philosophy in Mathematics …
	2017

[28]	A registration method using downhill simplex method and its applications
	2017

[29]	Standard Deviation Normalized Summed Squared Difference for Image Registration
	2017

[30]	A New Optimization Approach Using Smoothed Images Based on ACO for Medical Image Registration
	International Journal of Information Engineering and Electronic Business, 2016

[31]	A New Optimization Approach Using Smoothed Images Based on ACO for Medical Image Registration.
	2016

[32]	Registration and Fusion of Multi-modal Medical Images
	2016

[33]	Robust and effective techniques for multi-modal image registration
	2015

[34]	Transformation parameter estimation using parallel output based neural network
	Applied Soft Computing, 2015

[35]	Robust 3D Multi-Modal Registration of MRI Volumes Using the Sum of Conditional Variance
	Digital Image Computing: Techniques and Applications (DICTA), 2013 International Conference on. IEEE, 2013

[36]	A Review on Digital Image Processing Techniques using Remote Sensing Data

Journals Menu

Follow SCIRP

	customer@scirp.org
	+86 18163351462(WhatsApp)
	1655362766

	Paper Publishing WeChat

Journals Menu

Home

About SCIRP

Service

Policies