Biomedical Image Registration

1. Front Matter

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2. Regularization

   1. New Vector Field Regularization Techniques for Nonrigid Image Registration

      • Pascal Cathier, Nicholas Ayache

      Pages 1-10

   2. Free-Form Registration Using Mutual Information and Curvature Regularization

      • E. D’Agostino, J. Modersitzki, F. Maes, D. Vandermeulen, B. Fischer, P. Suetens

      Pages 11-20

   3. Formulation and Evaluation of Variational Curve Matching with Prior Constraints

      • Brian Avants, James Gee

      Pages 21-30

3. Novel

   1. Normalized Mutual Information Based PET-MR Registration Using K-Means Clustering and Shading Correction

      • Z. F. Knops, J. B. Antoine Maintz, M. A. Viergever, J. P. W. Pluim

      Pages 31-39

   2. Computational Anatomy and Implicit Object Representation: A Level Set Approach

      • Wei-Hsun Liao, Luminita Vese, Sung-Cheng Huang, Marvin Bergsneider, Stanley Osher

      Pages 40-49

   3. Constructing Data-Driven Optimal Representations for Iterative Pairwise Non-rigid Registration

      • Stephen Marsland, Carole J. Twining

      Pages 50-60

4. Brain

   1. Non-rigid Registration of Serial Intra-operative Images for Automatic Brain Shift Estimation

      • Valerie Duay, Tuhin K. Sinha, Pierre-François D’Haese, Michael I. Miga, Benoit M. Dawant

      Pages 61-70

   2. Inverse Consistent Image Registration of MR Brain Scans: Handedness in Normal Adult Males

      • Xiujuan Geng, Dinesh Kumar, Gary E. Christensen, Michael W. Vannier

      Pages 71-80

   3. Simultaneous Population Based Image Alignment for Template Free Spatial Normalisation of Brain Anatomy

      • C. Studholme

      Pages 81-90

5. Piecewise Affine

   1. Piecewise Affine Registration of Biological Images

      • Alain Pitiot, Grégoire Malandain, Eric Bardinet, Paul M. Thompson

      Pages 91-101

   2. Elastic Registration with Partial Data

      • Senthil Periaswamy, Hany Farid

      Pages 102-111

6. Information Theoretic

   1. Point Similarity Measure Based on Mutual Information

      • Peter Rogelj, Stanislav Kovačič

      Pages 112-121

   2. An Information Theoretic Approach for Non-rigid Image Registration Using Voxel Class Probabilities

      • E. D’Agostino, F. Maes, D. Vandermeulen, P. Suetens

      Pages 122-131

   3. Spatial Information in Entropy-Based Image Registration

      • Mert R. Sabuncu, Peter J. Ramadge

      Pages 132-141

7. Interventional

   1. Computerized Atlas-Guided Positioning of Deep Brain Stimulators: A Feasibility Study

      • Benoit M. Dawant, Rui Li, Ebru Cetinkaya, C. Kao, J. Michael Fitzpatrick, Peter E. Konrad

      Pages 142-150

   2. Evaluation of Intensity-Based 2D-3D Spine Image Registration Using Clinical Gold-Standard Data

      • Daniel B. Russakoff, Torsten Rohlfing, Anthony Ho, Daniel H. Kim, Ramin Shahidi, John R. Adler Jr. et al.

      Pages 151-160

   3. Correction of C-Arm Projection Matrices by 3D-2D Rigid Registration of CT-Images Using Mutual Information

      • Ulrich Müller, Stefan Bruck, Jürgen Hesser, Reinhard Männer

      Pages 161-170

8. Applications

   1. Image Registration for Distortion Correction in Diffusion Tensor Imaging

      • Thomas Netsch, Arianne van Muiswinkel

      Pages 171-180

   2. Rigid Registration of Echoplanar and Conventional Magnetic Resonance Images by Minimizing the Kullback-Leibler Distance

      • Salil Soman, Albert C. S. Chung, W. Eric L. Grimson, William M. Wells III

      Pages 181-190

The 2nd International Workshop on Biomedical Image Registration (WBIR) was held June 23–24, 2003, at the University of Pennsylvania, Philadelphia. Following the success of the ?rst workshop in Bled, Slovenia, this meeting aimed to once again bring together leading researchers in the area of biomedical image registration to present and discuss recent developments in the ?eld. Thetheory,implementationandapplicationofimageregistrationinmedicine have become major themes in nearly every scienti?c forum dedicated to image processingandanalysis. Thisintenseinterestre?ectsthe?eld’simportantrolein theconductofabroadandcontinuallygrowingrangeofstudies. Indeed,thete- niques have enabled some of the most exciting contemporary developments in the clinical and research application of medical imaging, including fusion of m- timodality data to assist clinical interpretation; change detection in longitudinal studies; brain shift modeling to improve anatomic localization in neurosurgical procedures; cardiac motion quanti?cation; construction of probabilistic atlases of organ structure and function; and large-scale phenotyping in animal models. WBIR was conceived to provide the burgeoning community of investigators in biomedical image registration an opportunity to share, discuss and stimulate developments in registration research and application at a meeting exclusively devoted to the topic. The format of this year’s workshop consisted of invited talks, author presentations and ample opportunities for discussion, the latter including an elegant reception and dinner hosted at the Mutter ¨ Museum. A representation of the best work in the ?eld, selected by peer review from full manuscripts,waspresentedinsingle-tracksessions. Thepapers,whichaddressed the full diversityof registration topics, are reproduced in this volume, along with enlightening essays by some of the invited speakers.

• 3D
• DOM
• MRI
• Shading
• biomedical image processing
• brain imaging
• computed tomography
• computed tomography (CT)
• geometric image processing
• image analysis
• image compression
• image registration
• magnetic resonance imaging
• medical image processing
• medical imaging

• Departments of Radiology, University of Pennsylvania,  

  James C. Gee

• Department of Computer Science, Utrecht University, Utrecht, The Netherlands

  J. B. Antoine Maintz

• Department of Radiology, University of Chicago,  

  Michael W. Vannier

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