Automated detection of junctions structures and tracking of their trajectories in 4D images

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6801 LNCS, Issue , 2011, Pages 486-497

  Xiong, Guanglei ^a   Xing, Lei ^a  

^a STANFORD UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

4D IMAGES; AUTOMATED DETECTION; B-SPLINE; COMPUTED TOMOGRAPHY; CORRELATION COEFFICIENT; DETECTION AND TRACKING; IMAGE DATASETS; INITIAL CONDITIONS; JUNCTION STRUCTURE; LOCAL EXTREMUM; LOCAL SHAPE; MANUAL TRACKING; MEAN ERRORS; RANDOM WALK; REFERENCE IMAGE; SPACE CURVE; TUMOR MOTION; VESSEL JUNCTION;

DATA PROCESSING; MEDICAL IMAGING; SPLINES; TOMOGRAPHY;

COMPUTERIZED TOMOGRAPHY;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; COMPUTER ASSISTED TOMOGRAPHY; HUMAN; IMAGE QUALITY; LUNG; METHODOLOGY; RADIOGRAPHY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; THREE DIMENSIONAL IMAGING;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; HUMANS; IMAGING, THREE-DIMENSIONAL; LUNG; PATTERN RECOGNITION, AUTOMATED; RADIOGRAPHIC IMAGE ENHANCEMENT; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; TOMOGRAPHY, X-RAY COMPUTED;

EID: 80052340696     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-22092-0_40     Document Type: Conference Paper

References (16)

1. Palagyi, K., Tschirren, J., Hoffman, E.A., Sonka, M.: Quantitative Analysis of Pulmonary Airway Tree Structures. Comput. Biol. Med. 36(9), 974-996 (2006)
2. Castillo, R., Castillo, E., Guerra, R., Johnson, V.E., McPhail, T., Garg, A.K., Guerrero, T.: A Framework for Evaluation of Deformable Image Registration Spatial Accuracy Using Large Landmark Point Sets. Phys. Med. Biol. 54(7), 1849-1870 (2009)
3. Murphy, K., van Ginneken, B., Klein, S., Staring, M., de Hoop, B.J., Viergever, M.A., Pluim, J.P.: Semi-Automatic Construction of Reference Standards for Evaluation of Image Registration. Med. Image Anal. 15(1), 71-84 (2011)
4. Boldea, V., Sharp, G.C., Jiang, S.B., Sarrut, D.: 4D-CT Lung Motion Estimation with Deformable Registration: Quantification of Motion Nonlinearity and Hysteresis. Med. Phys. 35(3), 1008-1018 (2008)
5. Metz, C.T., Klein, S., Schaap, M., van Walsum, T., Niessen, W.J.: Nonrigid Registration of Dynamic Medical Imaging Data Using Nd Plus T B-Splines and a Groupwise Optimization Approach. Med. Image Anal. 15(2), 238-249 (2011)
6. Tashiro, M., Minohara, S., Kanai, T., Yusa, K., Sakurai, H., Nakano, T.: Three-Dimensional Velocity Mapping of Lung Motion Using Vessel Bifurcation Pattern Matching. Med. Phys. 33(6), 1747-1757 (2006)
7. Smeets, D., Bruyninckx, P., Keustermans, J., Vandermeulen, D., Suetens, P.: Robust Matching of 3D Lung Vessel Trees. In: The Third International Workshop on Pulmonary Image Analysis, Beijing, China, pp. 61-70 (2010)
8. Castillo, E., Castillo, R., Martinez, J., Shenoy, M., Guerrero, T.: Four-Dimensional Deformable Image Registration Using Trajectory Modeling. Phys. Med. Biol. 55(1), 305-327 (2010)
9. Sluimer, I., Schilham, A., Prokop, M., van Ginneken, B.: Computer Analysis of Computed Tomography Scans of the Lung: A Survey. IEEE T. Med. Imaging 25(4), 385-405 (2006)
10. Maurer, C.R., Qi, R.S., Raghavan, V.: A Linear Time Algorithm for Computing Exact Euclidean Distance Transforms of Binary Images in Arbitrary Dimensions. IEEE T. Pattern Anal. 25(2), 265-270 (2003)
11. Sethian, J.A.: Level Set Methods and Fast Marching Methods. Cambridge University Press, Cambridge (1999)
12. Comaniciu, D., Meer, P.: Mean Shift: A Robust Approach toward Feature Space Analysis. IEEE T. Pattern Anal. 24(5), 603-619 (2002)
13. De Boor, C.: A Practical Guide to Splines. Springer, New York (2000)
14. Nocedal, J.: Updating Quasi-Newton Matrices with Limited Storage. Math. Comput. 35(151), 773-782 (1980)
15. Byrd, R.H., Lu, P.H., Nocedal, J., Zhu, C.Y.: A Limited Memory Algorithm for Bound Constrained Optimization. SIAM J. Sci. Comput. 16(5), 1190-1208 (1995)
16. Hu, S.Y., Hoffman, E.A., Reinhardt, J.M.: Automatic Lung Segmentation for Accurate Quantitation of Volumetric X-Ray CT Images. IEEE T. Med. Imaging 20(6), 490-498 (2001)