Multiscale registration of medical images based on edge preserving scale space with application in image-guided radiation therapy

Physics in Medicine and Biology

Volumn 57, Issue 16, 2012, Pages 5187-5204

  Li, Dengwang ^a   Li, Hongsheng ^b   Wan, Honglin ^a   Chen, Jinhu ^b   Gong, Guanzhong ^b   Wang, Hongjun ^c   Wang, Liming ^d   Yin, Yong ^b  

^a SHANDONG NORMAL UNIVERSITY   (China)

^b SHANDONG CANCER HOSPITAL AND INSTITUTE   (China)

^c SHANDONG UNIVERSITY   (China)

^d QINGDAO UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATED REGISTRATION; AUTOMATICALLY GENERATED; CLINICAL APPLICATION; CLINICAL STUDY; CT IMAGE; EDGE PRESERVING; GAUSSIAN PYRAMIDS; GROSS TUMOR VOLUME; GROUND TRUTH; IMAGE FEATURES; IMAGE-GUIDED RADIATION THERAPY; INTENSITY VALUES; L1 NORM; LOCAL OPTIMA; MEDICAL DATA SETS; MEDICAL IMAGES; MEDICAL SYSTEMS; MULTI-MODAL; MULTI-MODALITY; MULTI-MODALITY REGISTRATION; MULTISCALES; MUTUAL INFORMATIONS; OFFSET VALUES; OPTIMAL ESTIMATIONS; PLANNING SYSTEMS; POSITRON EMISSION TOMOGRAPHY/COMPUTED TOMOGRAPHIES; RE-CONTOURING; SCALE SPACES; SCALE-SPACE REPRESENTATION; SIMILARITY MEASURE; SPATIAL INFORMATIONS; TOTAL VARIATION;

IMAGE REGISTRATION; IMAGE SEGMENTATION; POSITRON EMISSION TOMOGRAPHY; RADIOTHERAPY;

COMPUTERIZED TOMOGRAPHY;

ARTICLE; COMPUTER ASSISTED EMISSION TOMOGRAPHY; ESOPHAGUS TUMOR; HUMAN; IMAGE GUIDED RADIOTHERAPY; IMAGE PROCESSING; METHODOLOGY; SCINTISCANNING;

ESOPHAGEAL NEOPLASMS; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; POSITRON-EMISSION TOMOGRAPHY AND COMPUTED TOMOGRAPHY; RADIOTHERAPY, IMAGE-GUIDED;

EID: 84864462733     PISSN: 00319155     EISSN: 13616560     Source Type: Journal    
DOI: 10.1088/0031-9155/57/16/5187     Document Type: Article

References (32)

1. Adil A M, Joanne M, Mike V and Kristy B 2011 Toward efficient biomechanical-based deformable image registration of lungs for image-guided radiotherapy Phys. Med. Biol. 56 470113
2. Chan T and Selim E 2005 Aspects of total variation regularized L[sup 1] function approximation SIAM J. Appl. Math. 65 181737 (Pubitemid 41639797)
3. Chen T, Huang T, Yin W and Zhou X 2005 A new coarse-to-fine framework for 3D brain MR image registration Comput. Vis. Biomed. Image Appl. 3765 11424 (Pubitemid 43741519)
4. Chen T, Wotao Y, Xiang Sean Z, Comaniciu D and Huang T S 2006 Total variation models for variable lighting face recognition IEEE Trans. Pattern Anal. Mach. Intell. 28 151924 (Pubitemid 44132657)
5. Colin S, Derek L G H and David J H 1997 Automated three-dimensional registration of magnetic resonance and positron emission tomography brain images by multiresolution optimization of voxel similarity measures Med. Phys. 24 2535 (Pubitemid 27051930)
6. Duhgoon L, Woo H N, Jae Y L and Jong B R 2011 Non-rigid registration between 3D ultrasound and CT images of the liver based on intensity and gradient information Phys. Med. Biol. 56 11737
7. Goshtasby A 2005 2D and 3D Image Registration for Medical, Remote Sensing, and Industrial Applications (New York: Wiley)
8. Jenkinson M, Bannister P, Brady M and Smith S 2002 Improved optimization for the robust and accurate linear registration and motion correction of brain images NeuroImage 17 82541 (Pubitemid 35317016)
9. Kwan R K S, Evans A C and Pike G B 1999 MRI simulation-based evaluation of image-processing and classification methods IEEE Trans. Med. Imaging 18 108597 (Pubitemid 30557282)
10. Lester H and Arridge S R 1999 A survey of hierarchical non-linear medical image registration Pattern Recognit. 32 12949
11. Loeckx D, Slagmolen P, Maes F, Vandermeulen D and Suetens P 2010 Nonrigid image registration using conditional mutual information IEEE Trans. Med. Imaging 29 1929
12. Maintz J B A, van den Elsen P A and Viergever M A 1996 Comparison of edge-based and ridge-based registration of CT and MR brain images Med. Image Anal. 1 15161 (Pubitemid 126421961)
13. Paquin D, Levy D and Xing L 2006 2781: multiscale image registration Int. J. Radiat. Oncol. Biol. Phys. 66 S647
14. Paquin D, Levy D and Xing L 2009 Multiscale registration of planning CT and daily cone beam CT images for adaptive radiation therapy Med. Phys. 36 411
15. Penney G P, Weese J, Little J A, Desmedt P, Hill D L G and Hawkes D J 1998 A comparison of similarity measures for use in 2-D-3-D medical image registration IEEE Trans. Med. Imaging 17 58695 (Pubitemid 128747714)
16. Pluim J P W, Maintz J B A and Viergever M A 1998 Multiscale approach to mutual information matching Proc. Society of Photo-Optical Instrument Engineers (SPIE) (San Diego, CA,) pp 133444
17. Pluim J P W, Maintz J B A and Viergever M A 2000 Image registration by maximization of combined mutual information and gradient information IEEE Trans. Med. Imaging 19 80914 (Pubitemid 32031207)
18. Pluim J P W, Maintz J B A and Viergever M A 2001 Mutual information matching in multiresolution contexts Image Vis. Comput. 19 4552 (Pubitemid 32033993)
19. Pluim J P W, Maintz J B A and Viergever M A 2003 Mutual-information-based registration of medical images: a survey IEEE Trans. Med. Imaging 22 9861004
20. Rodríguez-Carranza C E and Loew M H 1998 A weighted and deterministic entropy measure for image registration using mutual information Medical Imaging: Image Processing vol 3338 ed K M Hanson (Bellingham, WA: SPIE Press) pp 15566
21. Rohlfing T 2011 Image similarity and tissue overlaps as surrogates for image registration accuracy: widely used but unreliable IEEE Trans. Med. Imaging 2 15363
22. Rueckert D, Clarkson M J, Hill D L G and Hawkes D J 2000 Non-rigid registration using higher-order mutual information Medical Imaging: Image Processing vol 3979 ed K M Hanson (Bellingham, WA: SPIE Press) pp 43847
23. Staring M, van der Heide U A, Klein S, Viergever M A and Pluim J 2009 Registration of cervical MRI using multifeature mutual information IEEE Trans. Med. Imaging 28 141221
24. Studholme C, Hill D L G and Hawkes D J 1999 An overlap invariant entropy measure of 3D medical image alignment Pattern Recognit. 32 7186
25. Tadmor E, Nezzar S and Vese L 2004 A multiscale image representation using hierarchical (BV, L[sup 2]) decompositions Multiscale Model. Simul. 2 55479
26. Thevenaz P, Ruttimann U E and Unser M 1998 A pyramid approach to subpixel registration based on intensity IEEE Trans. Image Process. 7 2741 (Pubitemid 128745320)
27. Thevenaz P and Unser M 2000 Optimization of mutual information for multiresolution image registration IEEE Trans. Image Process. 9 208399
28. Wang X and Feng D 2009 Non-iterative hierarchical registration for medical images J. Signal Process. Syst. 54 6577
29. Weiguo L, Gustavo H O, Quan C, Kenneth J R, Jason H, Sanford L M, Katja M L and Patrick A K 2006 Deformable registration of the planning image (kVCT) and the daily images (MVCT) for adaptive radiation therapy Phys. Med. Biol. 51 4357
30. Yin W, Chen T, Zhou S X and Chakraborty A 2005a Background correction for cDNA microarray images using the TV+L1 model Bioinformatics 21 24106 (Pubitemid 40731597)
31. 1 functional in Variational, Geometric and Level Set Methods (Lect. Notes Comput. Sci.) vol 3752 pp 7384
32. Zhu Y M and Cochoff S M 2002 Influence of implementation parameters on registration of MR and SPECT brain images by maximization of mutual information J. Nucl. Med. 43 1606 (Pubitemid 34151037)