Evaluation of Image Quality in Medical Volume Visualization: The State of the Art

For applications of volume visualization in medicine, it is important to assure that the 3D images show the true anatomical situation, or at least to know about their limitations. In this paper, various methods for evaluation of image quality are reviewed. They are classified based on the fundamental terms of intelligibility and fidelity, and discussed with respect to the question what clues they provide on how to choose parameters, or improve imaging and visualization procedures.

[1]  Steve Marschner,et al.  An evaluation of reconstruction filters for volume rendering , 1994, Proceedings Visualization '94.

[2]  J. Remy,et al.  Volume rendering of the tracheobronchial tree: clinical evaluation of bronchographic images. , 1998, Radiology.

[3]  Russell H. Taylor,et al.  Computer-Integrated Surgery: Technology and Clinical Applications , 1995 .

[4]  Thomas Malzbender,et al.  Frequency Analysis of Gradient Estimators in Volume Rendering , 1996, IEEE Trans. Vis. Comput. Graph..

[5]  Karl Heinz Höhne,et al.  Accuracy of Images and Measurements in 3D Bone Imaging , 1991 .

[6]  Guido Gerig,et al.  Valmet: A New Validation Tool for Assessing and Improving 3D Object Segmentation , 2001, MICCAI.

[7]  Judd E. Reed,et al.  Performance of computed tomographic colonography improved by total quality management techniques , 2000, Medical Imaging.

[8]  K D Hopper,et al.  The quality of 3D reconstructions from 1.0 and 1.5 pitch helical and conventional CT. , 1996, Journal of computer assisted tomography.

[9]  Jos B. T. M. Roerdink,et al.  MEDICAL IMAGING 2002: PHYSIOLOGY AND FUNCTION FROM MULTIDIMENSIONAL IMAGES , 2002 .

[10]  Michael E. Goss,et al.  Opacity-weighted color interpolation for volume sampling , 1998, IEEE Symposium on Volume Visualization (Cat. No.989EX300).

[11]  Arie E. Kaufman Volume visualization , 1996, CSUR.

[12]  Thomas K. Pilgram,et al.  Spiral CT colonography (virtual colonoscopy): multiobserver study of different image display techniques compared to colonoscopy , 1999, Medical Imaging.

[13]  J. Udupa,et al.  An objective comparison of 3-D image interpolation methods , 1998, IEEE Transactions on Medical Imaging.

[14]  William K. Pratt,et al.  Digital image processing (2nd ed.) , 1991 .

[15]  Ii. R.J. Moorhead,et al.  Signal processing aspects of scientific visualization , 1995 .

[16]  Jaap Smit,et al.  Improving image quality of volume-rendered three-dimensional medical data , 1996, Medical Imaging.

[17]  M W Vannier,et al.  Diagnostic performance of CT, MPR and 3DCT imaging in maxillofacial trauma. , 1995, Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society.

[18]  Raghu Machiraju,et al.  Reconstruction Error Characterization and Control: A Sampling Theory Approach , 1996, IEEE Trans. Vis. Comput. Graph..

[19]  M W Vannier,et al.  Three-dimensional computed tomography landmark measurement in craniofacial surgical planning: experimental validation in vitro. , 1999, Journal of oral and maxillofacial surgery : official journal of the American Association of Oral and Maxillofacial Surgeons.

[20]  Yongmin Kim,et al.  Methodology for evaluation of image segmentation algorithms on medical images , 1996, Medical Imaging.

[21]  K. W. Cattermole The Fourier Transform and its Applications , 1965 .

[22]  D. Louis Collins,et al.  Design and construction of a realistic digital brain phantom , 1998, IEEE Transactions on Medical Imaging.

[23]  M W Vannier,et al.  Craniosynostosis: diagnostic imaging with three-dimensional CT presentation. , 1994, AJNR. American journal of neuroradiology.

[24]  Klaus Mueller,et al.  Evaluation and Design of Filters Using a Taylor Series Expansion , 1997, IEEE Trans. Vis. Comput. Graph..

[25]  G Wang,et al.  Visualization of colorectal polyps with spiral CT colography: evaluation of processing parameters with perspective volume rendering. , 1997, Radiology.

[26]  James Arvo,et al.  Controlled precision volume integration , 1992, VVS.

[27]  Yongmin Kim,et al.  Medical Imaging 1998: Image Display , 1998 .

[28]  William E. Lorensen,et al.  The Transfer Function Bake-Off , 2001, IEEE Computer Graphics and Applications.

[29]  G. Wang,et al.  Stair-step artifacts in three-dimensional helical CT: an experimental study. , 1994, Radiology.

[30]  Andreas Pommert,et al.  Investigation of medical 3D-rendering algorithms , 1990, IEEE Computer Graphics and Applications.

[31]  James C. Gee Performance evaluation of medical image processing algorithms , 2000, Medical Imaging: Image Processing.

[32]  Michael J. Ackerman,et al.  Toward a Common Validation Methodology for Segmentation and Registration Algorithms , 2000, MICCAI.

[33]  Andreas Pommert,et al.  Accuracy of Isosurfaces in Volume Visualization , 2000, VMV.

[34]  Alex T. Pang,et al.  Extended Specifications and Test Data Sets for Data Level Comparisons of Direct Volume Rendering Algorithms , 2001, IEEE Trans. Vis. Comput. Graph..

[35]  Kevin W. Bowyer,et al.  Validation of Medical Image Analysis Techniques , 2000 .

[36]  D. Hemmy,et al.  CT of dry skulls with craniofacial deformities: accuracy of three-dimensional reconstruction. , 1985, Radiology.

[37]  H.H. Barrett,et al.  Model observers for assessment of image quality , 1993, 2002 IEEE Nuclear Science Symposium Conference Record.

[38]  M. Vannier,et al.  Evaluation of 3D imaging. , 2000, Critical reviews in diagnostic imaging.

[39]  Klaus Mueller,et al.  A practical evaluation of popular volume rendering algorithms , 2000, VVS '00.

[40]  Nicholas Ayache,et al.  Medical Image Analysis: Progress over Two Decades and the Challenges Ahead , 2000, IEEE Trans. Pattern Anal. Mach. Intell..

[41]  Jaap Smit,et al.  Iso-surface volume rendering , 1998, Medical Imaging.

[42]  Nelson L. Max,et al.  A High Accuracy Volume Renderer for Unstructured Data , 1998, IEEE Trans. Vis. Comput. Graph..

[43]  G Wang,et al.  Technical optimization of spiral CT for depiction of renal artery stenosis: in vitro analysis. , 1995, Radiology.

[44]  Gerald Q. Maguire,et al.  Comparison and evaluation of retrospective intermodality brain image registration techniques. , 1997, Journal of computer assisted tomography.

[45]  S R Matteson,et al.  Clinical usefulness of two-dimensional reformatted and three-dimensionally rendered computerized tomographic images: literature review and a survey of surgeons' opinions. , 1995, Journal of oral and maxillofacial surgery : official journal of the American Association of Oral and Maxillofacial Surgeons.