Mutual-information-based registration of medical images: a survey

IEEE Transactions on Medical Imaging
Josien P W PluimMax A Viergever

Abstract

An overview is presented of the medical image processing literature on mutual-information-based registration. The aim of the survey is threefold: an introduction for those new to the field, an overview for those working in the field, and a reference for those searching for literature on a specific application. Methods are classified according to the different aspects of mutual-information-based registration. The main division is in aspects of the methodology and of the application. The part on methodology describes choices made on facets such as preprocessing of images, gray value interpolation, optimization, adaptations to the mutual information measure, and different types of geometrical transformations. The part on applications is a reference of the literature available on different modalities, on interpatient registration and on different anatomical objects. Comparison studies including mutual information are also considered. The paper starts with a description of entropy and mutual information and it closes with a discussion on past achievements and some future challenges.

References

Jul 1, 1992·Journal of Computer Assisted Tomography·R P WoodsJ C Mazziotta
Jul 1, 1993·Journal of Computer Assisted Tomography·R P WoodsS R Cherry
Apr 1, 1997·IEEE Transactions on Medical Imaging·F MaesP Suetens
Jul 1, 1997·Journal of Computer Assisted Tomography·J WestR P Woods
Feb 4, 1998·Journal of Computer Assisted Tomography·R P WoodsJ C Mazziotta
Apr 8, 1998·Journal of Computer Assisted Tomography·D L HillD J Hawkes
Nov 24, 1998·IEEE Engineering in Medicine and Biology Magazine : the Quarterly Magazine of the Engineering in Medicine & Biology Society·B PompeM Eiselt
Dec 9, 1998·IEEE Transactions on Medical Imaging·G P PenneyD J Hawkes
Jun 1, 1996·Medical Image Analysis·C StudholmeD J Hawkes
Jun 22, 1999·Ultrasound in Medicine & Biology·C R MeyerP L Carson
Jul 10, 1999·European Journal of Nuclear Medicine·J L Andersson, L Thurfjell
Jul 23, 1999·IEEE Transactions on Medical Imaging·N RitterP P van Saarloos
Sep 16, 1999·Cytometry·B Likar, F Pernus
Oct 19, 1999·Journal of Computer Assisted Tomography·E R DentonD J Hawkes
Oct 26, 1999·IEEE Transactions on Medical Imaging·D RueckertD J Hawkes
Jan 11, 2000·IEEE Transactions on Medical Imaging·K Van LeemputP Suetens
Jan 11, 2000·IEEE Transactions on Medical Imaging·K Van LeemputP Suetens
Jan 13, 2000·Computer Aided Surgery : Official Journal of the International Society for Computer Aided Surgery·R BansalJ Duncan
Mar 10, 2000·Medical Image Analysis·A RangarajanJ S Duncan
Mar 17, 2000·IEEE Transactions on Information Technology in Biomedicine : a Publication of the IEEE Engineering in Medicine and Biology Society·M Capek, I Krekule
Feb 7, 2001·European Journal of Nuclear Medicine·L BarndenC Rowe
Apr 28, 2000·IEEE Transactions on Medical Imaging·M HoldenD J Hawkes
Jun 30, 2000·IEEE Transactions on Medical Imaging·A CarrilloD L Wilson
Aug 22, 2000·European Journal of Nuclear Medicine·L ThurfjellB F Hutton
Oct 12, 2000·Computer Aided Surgery : Official Journal of the International Society for Computer Aided Surgery·D PlattardM Bolla
Oct 31, 2000·IEEE Transactions on Medical Imaging·J P PluimM A Viergever
Nov 23, 2000·Physical Review. E, Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics·H Matsuda
Feb 17, 2001·Ultrasound in Medicine & Biology·J F KrückerP L Carson
Feb 24, 2001·IEEE Transactions on Medical Imaging·C StudholmeJ S Duncan
Mar 30, 2001·Physics in Medicine and Biology·D L HillD J Hawkes
Apr 11, 2001·IEEE Transactions on Medical Imaging·A GuimondJ Meunier
Apr 11, 2001·Computer Aided Surgery : Official Journal of the International Society for Computer Aided Surgery·T RohlfingU W Thomale
Apr 27, 2001·Neurosurgery·A NabaviF A Jolesz
May 9, 2001·IEEE Transactions on Medical Imaging·Y LiuW E Rothfus
May 9, 2001·IEEE Transactions on Medical Imaging·M Otte

❮ Previous
Next ❯

Citations

Jan 18, 2006·Medical & Biological Engineering & Computing·J StancanelloF Colombo
May 14, 2010·Pediatric Radiology·Loukas G Astrakas, Maria I Argyropoulou
Dec 24, 2008·European Journal of Nuclear Medicine and Molecular Imaging·Piotr J Slomka, Richard P Baum
Jul 24, 2012·European Journal of Nuclear Medicine and Molecular Imaging·Daniel F Gutierrez, Habib Zaidi
Mar 3, 2007·Journal of Digital Imaging·L MainardiS Cerutti
May 17, 2007·Journal of Digital Imaging·Bradley J EricksonKatherine Andirole
Jun 20, 2007·Journal of Digital Imaging·Du-Yih TsaiEri Matsuyama
Feb 3, 2009·Journal of Digital Imaging·Andreja JarcStanislav Kovacic
Nov 19, 2010·Journal of Digital Imaging·Panayiotis Kotsas, Tony Dodd
Apr 16, 2011·Journal of Digital Imaging·Jiyong OhChong-Ho Choi
May 23, 2012·Journal of Digital Imaging·Salbiah SamsudinF Ibrahim
Aug 8, 2012·Journal of Digital Imaging·Hong LiuChih-Cheng Hung
Aug 21, 2007·Annals of Biomedical Engineering·Janet BlumenfeldSharmila Majumdar
Nov 26, 2009·Annals of Biomedical Engineering·Jia-Xiu LiuLi-Fen Chen
Aug 13, 2010·Journal of Medical Systems·M EtehadTavakolN Gheissari
Aug 13, 2010·Journal of Medical Systems·P Rajendran, M Madheswaran
Oct 21, 2006·Molecular Imaging and Biology : MIB : the Official Publication of the Academy of Molecular Imaging·Dinggang ShenRong Zhou
Aug 2, 2008·Molecular Imaging and Biology : MIB : the Official Publication of the Academy of Molecular Imaging·Javier PascauManuel Desco
Nov 28, 2008·Molecular Imaging and Biology : MIB : the Official Publication of the Academy of Molecular Imaging·M L Soto-MontenegroM Desco
Dec 25, 2009·International Journal of Computer Assisted Radiology and Surgery·Srivatsan PallavaramPierre-François D'Haese
Jul 17, 2010·International Journal of Computer Assisted Radiology and Surgery·Jianqin QuLin Yang
Mar 27, 2012·International Journal of Computer Assisted Radiology and Surgery·Sean Jy-Shyang ChenD Louis Collins
Jul 4, 2012·International Journal of Computer Assisted Radiology and Surgery·Martina MarinelliDanilo Neglia
Jan 10, 2013·International Journal of Computer Assisted Radiology and Surgery·Jiahui WangMartin A Styner
Jun 12, 2013·International Journal of Computer Assisted Radiology and Surgery·Jiaze WuJimin Liu
Jul 28, 2011·Annals of Nuclear Medicine·Tomohiro KanetaHiroyuki Arai
Aug 3, 2011·Australasian Physical & Engineering Sciences in Medicine·Boris Peter SelbyUwe Stilla
Jul 31, 2013·Forensic Science International : Synergy·Zanoni DiasAnderson Rocha
Aug 29, 2013·Microscopy and Microanalysis : the Official Journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada·Cédric MessaoudiSergio Marco
Mar 29, 2011·Computer Methods in Biomechanics and Biomedical Engineering·Meisen PanQi Xiong
Oct 22, 2010·Physics in Medicine and Biology·Junguo BianXiaochuan Pan
Dec 22, 2012·Physics in Medicine and Biology·Junguo BianXiaochuan Pan
Dec 13, 2005·Nuclear Medicine Communications·Erkan U MumcuoğluBelkis Erbaş
Aug 31, 2007·Nuclear Medicine Communications·Wan-Yuo GuoTung-Hsin Wu
Oct 7, 2008·Investigative Radiology·Michael M LellPablo Villablanca
May 18, 2012·TheScientificWorldJournal·Martina MarinelliLuigi Landini

❮ Previous
Next ❯

Related Concepts

Trending Feeds

COVID-19

Coronaviruses encompass a large family of viruses that cause the common cold as well as more serious diseases, such as the ongoing outbreak of coronavirus disease 2019 (COVID-19; formally known as 2019-nCoV). Coronaviruses can spread from animals to humans; symptoms include fever, cough, shortness of breath, and breathing difficulties; in more severe cases, infection can lead to death. This feed covers recent research on COVID-19.

Blastomycosis

Blastomycosis fungal infections spread through inhaling Blastomyces dermatitidis spores. Discover the latest research on blastomycosis fungal infections here.

Nuclear Pore Complex in ALS/FTD

Alterations in nucleocytoplasmic transport, controlled by the nuclear pore complex, may be involved in the pathomechanism underlying multiple neurodegenerative diseases including Amyotrophic Lateral Sclerosis and Frontotemporal Dementia. Here is the latest research on the nuclear pore complex in ALS and FTD.

Applications of Molecular Barcoding

The concept of molecular barcoding is that each original DNA or RNA molecule is attached to a unique sequence barcode. Sequence reads having different barcodes represent different original molecules, while sequence reads having the same barcode are results of PCR duplication from one original molecule. Discover the latest research on molecular barcoding here.

Chronic Fatigue Syndrome

Chronic fatigue syndrome is a disease characterized by unexplained disabling fatigue; the pathology of which is incompletely understood. Discover the latest research on chronic fatigue syndrome here.

Evolution of Pluripotency

Pluripotency refers to the ability of a cell to develop into three primary germ cell layers of the embryo. This feed focuses on the mechanisms that underlie the evolution of pluripotency. Here is the latest research.

Position Effect Variegation

Position Effect Variagation occurs when a gene is inactivated due to its positioning near heterochromatic regions within a chromosome. Discover the latest research on Position Effect Variagation here.

STING Receptor Agonists

Stimulator of IFN genes (STING) are a group of transmembrane proteins that are involved in the induction of type I interferon that is important in the innate immune response. The stimulation of STING has been an active area of research in the treatment of cancer and infectious diseases. Here is the latest research on STING receptor agonists.

Microbicide

Microbicides are products that can be applied to vaginal or rectal mucosal surfaces with the goal of preventing, or at least significantly reducing, the transmission of sexually transmitted infections. Here is the latest research on microbicides.

Related Papers

IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
P Thévenaz, M Unser
Physics in Medicine and Biology
D L HillD J Hawkes
© 2021 Meta ULC. All rights reserved