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Image Processing and Analysis Publications
Image Processing and Analysis
  1. X. Han, C. Xu, and J. L. Prince, "A 2D Moving Grid Geometric Deformable Model," in Proc. Int'l Conf Comp Vis Patt Recog (CVPR), to appear, 2003.
  2. W. S. Kerwin and J. L. Prince, “Kriging Filters for Space Time Interpolation,” invitation from Dr. Peter Hawkes, Advances in Imaging and Electron Physics, 124:139-193, November 2002.
  3. M. NessAiver and J. L. Prince, “Magnitude Image CSPAMM Reconstruction (MICSR) Improves Tag Contrast and Persistence,” ESMRMB Cannes, France, August 22-25 2002.
  4. J. M. Links and J. L. Prince, “Restoration of Multi-collimator/Multi-head SPECT Data Via the Vector Wiener Filter,” SNM 49th Annual Mtg. Los Angeles, CA , June 16, 2002.
  5. A. Yezzi and J. L. Prince, “A PDE Approach for Thickness, Correspondence, and Gridding of Annular Tissues,” in Proc Europ Conf Comput Vis (ECCV), Copenhagen, May 2002.
  6. A. Yezzi and J. L. Prince, “A PDE Approach for Measuring Tissue Thickness,” IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol.1, pp.87-92, Kauai Hawaii,8-14 December 2001. [p144]
  7. D.L. Pham,"Fuzzy Clustering with Spatial Constraints," IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Hawaii, December 2001.
  8. C. Xu, A. Yezzi, Jr., and J. L. Prince, "A Summary of Geometric Level-Set Analogues for a General Class of Parametric Active Contour and Surface Models", in Proc. of 2001 IEEE Workshop on Variational and Level Set Methods in Computer Vision (VLSM 2001), pp. 104-111, July 2001.
  9. W.S. Kerwin and J.L. Prince, "On the Optimality of Recursive Unbiased State Estimation with Unknown Inputs," Automatica, 36(9):1381-1383, September 2000.
  10. C. Tu, T.D. Tran, J.L. Prince, and P.N. Topiwala, “Projection-based block motion estimation for video coding,” Proc. SPIE Applications of Digital Image Processing XXIII, San Diego, Aug. 2000.
  11. D.L. Pham and J.L. Prince, “Unsupervised partial volume estimation in single-channel image data”, Proc. of the Workshop on Mathematical Methods in Biomedical Image Analysis, MMBIA-2000, Hilton Head Island SC, Jun 11-12, PP. 170-177, June 2000.
  12. C. Xu, D. L. Pham, and J. L. Prince, "Medical Image Segmentation Using Deformable Models," SPIE Handbook on Medical Imaging -- Volume III: Medical Image Analysis, edited by J.M. Fitzpatrick and M. Sonka, May 2000. [book info].
  13. D. L. Pham, C. Xu, and J. L. Prince, "Current Methods in Medical Image Segmentation," Annual Review of Biomedical Engineering, vol. 2, pp. 315-338, 2000. [.ps (2.3MB) .ps.gz (0.4MB)].
  14. C. Xu, A. Yezzi, and J. L. Prince, "On the Relationship between Parametric and Geometric Active Contours," Technical Report JHU/ECE 99-14, December 1999, Submitted to International Conference on Computer Vision and Pattern Recognition (CVPR 2000).
  15. C. Xu and J. L. Prince, "Gradient Vector Flow Deformable Models", Handbook of Medical Imaging, edited by Isaac Bankman, Academic Press, September, 2000.
  16. X. Han, M.E. Rettmann, C. Xu, and J.L. Prince, "Morphology on Triangle Meshes Using Geodesic Distance," Proc. of 34th Annual Conference on Information Sciences and Systems (CISS'00) , March 2000 .
  17. C. Xu and J. L. Prince, "Global Optimality of Gradient Vector Flow", Proc. of 34th Annual Conference on Information Sciences and Systems (CISS'00), Princeton University, March 2000.
  18. D.L. Pham and J.L. Prince, "Adaptive Fuzzy Segmentation Magnetic Resonance Images," IEEE Transactions on Medical Imaging, 20:(18):737-752, 1999.
  19. W. S. Kerwin and J. L. Prince, ``The Kriging Update Model and Recursive Space-Time Function Estimation,'' IEEE Trans. on Signal Processing, 47(11):2942-2952, November 1999.
  20. D.L. Pham and J.L. Prince, "An Adaptive Fuzzy Segmentation Algorithm for Three-dimensional Magnetic Resonance Images," XVIth Conference on Information Processing in Medical Imaging (IPMI99), Visegrad, Budapest, June 1999.
  21. W.S. Kerwin and J.L. Prince, "On the Optimality of Recursive Unbiased State Estimation with Unknown Inputs," Conference on Information Sciences and Systems, Baltimore, MD, March 1999.
  22. D.L. Pham and J.L. Prince, " A Generalized EM Algorithm for Robust Segmentation of Magnetic Resonance Images," Conference on Information Sciences and Systems, Baltimore, MD, March 1999.
  23. C.A. Davatzikos and J.L. Prince, ``Convexity Analysis of Active Contour Algorithms,'' Image and Vision Computing, 17(1):27-36, January 1999.
  24. N. Osman and J.L. Prince, ``3-D Vector Tomography on Bounded Domains,'' Inverse Problems, 14:185-196, 1998.
  25. C. Xu and J. L. Prince, "Generalized Gradient Vector Flow External Forces for Active Contours," Signal Processing --- An International Journal, 71(2), pp. 131-139, December 1998.
  26. D. L. Pham and J.L. Prince, ``Partial Volume Estimation and the Fuzzy C-means Algorithm'', Proceedings of IEEE Int. Conf. Image Proc., vol.~3, pp.819-822, Chicago, October 1998.
  27. J.L. Prince and C. Xu, ``Nonconservative Force Models in Active Geometry'', Proc. Image and Multidim. Dig. Sig. Proc., pp.139-142, Alpbach, July 1998.
  28. W. S. Kerwin and J.L. Prince, ``Recursive Filtering and Interpolation Algorithm for Function Sequences of Any Dimension'', Proc. Image and Multidim. Dig. Sig. Proc, pp.239-242, Alpbach, July 1998.
  29. C. Xu and J.L. Prince, "Snakes, Shapes, and Gradient Vector Flow", IEEE Transactions on Image Processing, 359-369, March, 1998 (JHU-ECE TR96-15). Click here to see GVF demo. See also Science Citation Index Citations of this paper.
  30. D.L. Pham and J.L. Prince, ``Adaptive fuzzy c-means algorithm for image segmentation in the presence of intensity inhomogeneities'', Proc. SPIE Vol.3338, Medical Imaging 1998: Image Processing, pp.555-563, San Diego, February 21-27, 1998.
  31. C. Xu and J.L. Prince, "Gradient Vector Flow: A New External Force for Snakes", IEEE Proc. Conf. on Comp. Vis. Patt. Recog. (CVPR'97), Los Alamitos: Comp. Soc. Press, pp. 66-71, June 1997.
  32. N.F. Osman and J.L. Prince, ``Reconstruction of Vector Fields in Bounded Domain Vector Tomography,'' Proceedings of ICIP97, Vol. 1, pp.476--479, Santa Barbara CA, Oct. 26--29, 1997.
  33. N.F. Osman and J.L. Prince, “Reconstructed Potential Functions in Bounded Domain Vector Tomography,” Proc. Conf. Inf. Sci. Sys., The Johns Hopkins Univ., pp. 891-895, March 19-21, 1997.
  34. J.M. Links, J.L. Prince, and S.N. Gupta, ``A Vector Wiener Filter for Dual-Radionuclide Imaging,'' IEEE Transactions on Medical Imaging , 15(5):700-709, 1996.
  35. J.L. Prince, ``Convolution Backprojection Formulas for 3-D Vector Tomography with Application to MRI,'' IEEE Transactions on Image Processing, 5(10):1462-1472, 1996.
  36. S.N. Gupta, and J.L. Prince, ``Div-Curl regularization for motion estimation in 3-D volumetric imaging,'' Proceedings of ICIP96, Lausanne Switzerland, Sept. 1996.
  37. C.A. Davatzikos and Jerry L. Prince, ``Convexity Analysis of Active Contour Problems,'' Proceedings of CVPR, San Francisco, June 17--20, 1996.
  38. C.A. Davatzikos, J.L. Prince, and R. Nick Bryan, ``Image Registration Based on Boundary Mapping'', IEEE Transactions on Medical Imaging, 15(1):112-115, Feb. 1996.
  39. S.N. Gupta, and J.L. Prince, ``Stochastic Models for DIV-CURL Optical Flow Methods,'' IEEE Signal Processing Letters, 3(2):32-34, Feb. 1996.
  40. C.A. Davatzikos, J.L. Prince, and R. Nick Bryan, ``Image Registration Based on Boundary Mapping'', IEEE Transactions on Medical Imaging, 15(1):112-115, Feb. 1996.
  41. S.N. Gupta, and J.L. Prince, ``Stochastic Models for DIV-CURL Optical Flow Methods,'' IEEE Signal Processing Letters, 3(2):32-34, Feb. 1996.
  42. J.M. Links, J.L. Prince, and S.N. Gupta, ``A Vector Wiener Filter for Dual-Radionuclide Imaging,'' IEEE Transactions on Medical Imaging , 15(5):700-709, 1996.
  43. J.L. Prince, ``Convolution Backprojection Formulas for 3-D Vector Tomography with Application to MRI,'' IEEE Transactions on Image Processing, 5(10):1462-1472, 1996
  44. S.N. Gupta and J.L. Prince ``Stochastic Formulations of Optical Flow Algorithms Under Variable Brightness Conditions,'' Proc. Int'l Conf. on Image Proc., Washington D.C., pp. III:484--487, October, 1995
  45. J.L. Prince, Q. Tan, and D. Pham, ``Optimization of MR Pulse Sequences for Bayesian Image Segmentation,'' Medical Physics, 22(10):1651-1656, Oct. 1995.
  46. T.S. Denney, Jr., and J.L. Prince, ``A Frequency Domain Performance Analysis of Horn and Schunck's Optical Flow Algorithm for Deformable Motion,'' IEEE Transactions on Image Processing, 4(9): 1324-1328, Sept. 1995.
  47. J.L. Prince, “Tomographic Imaging of Vector Fields,” Invited Paper, OSA Spring Topical Meetings, Signal Recovery and Synthesis V, pp. 2-4, March 12-17, 1995.
  48. S. Gupta and J.L. Prince, ``On Well-posed stochastic formulations of optical flow,'' in Proc. of 1995 Conf. Info. Sci. Syst., Johns Hopkins University, pg. 481, March 1995.
  49. J.L. Prince, “A Convolution Backprojection Formula for Three-Dimensional Vector Tomography”, Proceedings of the 1994 IEEE Int’l Conf. on Image Processing, vol. 2, pp. 820-824, November 1994.
  50. J.L. Prince, ``Tomographic Reconstruction of 3-D Vector Fields Using Inner Product Probes'', IEEE Transactions on Image Processing , 3(2):216-219, March 1994.
  51. T.S. Denney, Jr. and J.L. Prince, ``Optimal Brightness Functions for Optical Flow Estimation of Deformable Motion'', IEEE Transactions on Image Processing , 3(2):178-191, March 1994.
  52. T.S. Denney Jr. and J.L. Prince, “New Results on the Performance of Optical Flow for Deformable Motion”, Proceedings of the 1994 Conference on Information Sciences and Systems, Princeton University, pp. 91-96, March 1994.
  53. J.L. Prince and A.S. Willsky, ``Hierarchical Reconstruction Using Geometry and Sinogram Restoration'', IEEE Transactions on Image Processing , 2(3):401-416, July 1993.
  54. T.S. Denney Jr. and J.L. Prince, “On Non-Parametric Optimal Brightness Functions for Optical Flow”, Proceedings of Conference on Information Sciences and Systems, The Johns Hopkins University, pp. 413-418, March 1993.
  55. C.A. Davatzikos and J.L. Prince, “Adaptive Active Contour Algorithms for Extracting and Mapping Thick Curves”, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, New York, June 1993.
  56. T.S. Denney Jr. and J.L. Prince, “Optimal Brightness Patterns for 2-D Optical Flow”, Proceedings of ICASSP93, IEEE #93CH3252-4 V-225-V-228, April 1993.
  57. J.L. Prince, “Tomographic Reconstruction for 3-D Vector Fields”, Proceedings of ICAASP93, IEEE #93CH3252-4 V-483-V-486, April 1993.
  58. C.A. Davatzikos and J.L. Prince, “Convergence Analysis of the Active Contour Model With Applications to Medical Images”, Proc. SPIE Vol. 1818, Visual Communications and Image Processing ’92, p.1244-1255, Boston, November 1992.
  59. T.S. Denney Jr., and J.L. Prince, “On Optimal Brightness Functions for Optical Flow”, Proceedings of the 1992 Conference on Acoustics, Speech, and Signal Processing, San Francisco, IEEE 92CH3103-9, pp. III-257-260, March 23-26, 1992.
  60. C.A. Davatzikos and J.L. Prince, “Segmentation and Mapping of Highly-Convoluted Contours with Applications to Medical Images”, Proceedings of the 1992 Conference on Acoustics, Speech, and Signal Processing, San Francisco, IEEE 92CH3103-9, pp. III-569-572, March 23-26, 1992.
  61. J.L. Prince and A.S. Willsky. ``Convex Set Reconstruction Using Prior Shape Information.'' CVGIP: Graphical Models and Image Processing, 53(5):413-427, Sept. 1991.
  62. J.L. Prince, “An Iterative Approach to Sinogram Restoration,” invited paper, Proceedings of the 12th Annual IEEE International Conference on Engineering in Medicine and Biology, Philadelphia Nov. 1-4, 1990.
  63. J.L. Prince, “Consistency and Convexity in Object Reconstruction from Projections,” invited paper, Proceedings of the IEEE International Conference on Systems Engineering, Pittsburgh August 9-11, 1990.
  64. J.L. Prince and A.S. Willsky. ``Constrained Sinogram Restoration for Limited-Angle Tomography.'' Optical Engineering, 29:534-544, May 1990.
  65. J.W. Betz, J.L. Prince, and M.G. Bello, “Representation and Transformation of Uncertainty in an Evidence Theory Framework”, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, June 4-8, 1989.
  66. J.W. Betz, R.W. Pinto, and J.L. Prince, “A Model-Based Vision System for Object Recognition With Synthetic Aperture Radar Data”, Proceedings of the IEEE International Conference Acoustics Speech and Signal Processing, Glasgow, Scotland, IEEE Catalog Number 89CH2673-2, May 1989.
  67. J.L. Prince and A.S. Willsky, “A Geometric Hierarchical Reconstruction Algorithm”, Proceedings of the IEEE International Conference Acoustics Speech and Signal Processing, Glasgow, Scotland, IEEE Catalog Number 89CH2673-2, May 1989.
  68. J.L. Prince and A.S. Willsky, “Reconstructing Convex Shapes From Support Line Measurements Using Prior Geometric Information”, Proceedings of the Allerton Conference on Communications, Control, and Computing, Urbana-Champaign, Sept. 28-30, 1988.
  69. J.L. Prince and A.S. Willsky, “A Projection Space MAP Method For Limited-Angle Reconstruction”, Proceedings of the IEEE International Conference on Acoustics Speech and Signal Processing, New York City, March 1988.
  70. J.L. Prince and A.S. Willsky, “Reconstruction of Convex Sets from Noisy Support Line Measurements”, Invited Paper, Proceedings of the Hopkins-Princeton Conference on Information Sciences and Systems, Baltimore Maryland, March 1987.
  71. J.L. Prince and F.E. Barber, “A Method for the Reduction of Blurring Due to Registration Error in Compound Ultrasound Images”, 1982 Ultrasonics Proceedings, IEEE Catalog #82CH1823-4, October 1982.
  72. J.L. Prince and A.S. Willsky. ``A Geometric Projection-Space Reconstruction Algorithm.'' Linear Algebra and its Applications, special issue on Linear Algebra in Computed Tomography, ed. G. Herman, 130:151-191, March 1990.
  73. J.L. Prince and A.S. Willsky, ``Reconstructing Convex Shapes from Support Line Measurements.'' IEEE Trans. Pattern Analysis and Machine Intelligence, 12(4):377-389, April 1990.
  74. J.L. Prince and A.S. Willsky. ``Constrained Sinogram Restoration for Limited-Angle Tomography.'' Optical Engineering, 29:534-544, May 1990.
  75. J.L. Prince and A.S. Willsky. ``Convex Set Reconstruction Using Prior Shape Information.'' CVGIP: Graphical Models and Image Processing, 53(5):413-427, Sept. 1991.



   






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