Image registration based on neural network and fourier transform

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn , Issue , 2006, Pages 4803-4806

  Abche, Antoine B ^a   Yaacoub, Fadi ^a   Maalouf, Aldo ^a   Karam, Elie ^a  

^a UNIVERSITY OF BALAMAND   (Lebanon)

Author keywords

Back propagation; Fourier transform; Image registration; MRI; Neural network

Indexed keywords

BACKPROPAGATION; FEEDFORWARD NEURAL NETWORKS; FOURIER TRANSFORMS; MAGNETIC RESONANCE IMAGING; OPTIMIZATION;

FOURIER COEFFICIENTS; MAGNIFICATION PARAMETERS; REGISTRATION PARAMETERS;

IMAGE REGISTRATION;

ALGORITHM; ARTICLE; ARTIFACT; ARTIFICIAL NEURAL NETWORK; BIOLOGICAL MODEL; BRAIN; COMPUTER ASSISTED DIAGNOSIS; EQUIPMENT; FOURIER ANALYSIS; HUMAN; IMAGE PROCESSING; IMAGE QUALITY; METABOLISM; METHODOLOGY; NERVE CELL; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; REPRODUCIBILITY; STATISTICAL MODEL; THREE DIMENSIONAL IMAGING;

ALGORITHMS; ARTIFACTS; BRAIN; FOURIER ANALYSIS; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGE PROCESSING, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; MAGNETIC RESONANCE IMAGING; MODELS, BIOLOGICAL; MODELS, STATISTICAL; NEURAL NETWORKS (COMPUTER); NEURONS; PHANTOMS, IMAGING; REPRODUCIBILITY OF RESULTS;

EID: 34047186369     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2006.260342     Document Type: Conference Paper

References (12)

1. Maintz, J. B. A. and Viergever M. A.,"A Survey of Medical Image Registration", Med. Image Anal., Vol 2, pp. 1-36, 1998.
2. Fitzpatrick J., Hill D. and Maurer C., "Image Registration", M.sonka and J. Fitzpatrick eds, Bellingham, WA, Medical image Processing and Analysis, SPIE, Vol. 2, pp 447-513.2000.
3. Pluim J.P.W., Maintz J.B.A. and Viergever M.A.," Mutual Information-based Registration of medical Images A Survey", IEEE Transaction On Medical Imaging, Vol. 22, No 8, 2003, pp 986-1004.
4. Raphael Gonzalez & Robert woods," Digital Image processing", Prentice Hall, 2002.
5. L. S. Hibbard, J. S. Mcglone, D. W. Davis, and R. A. Hawkins, "Three Dimensional Representation and Analysis of Brain Energy Metabolism" Science, Vol. 236, June 1987, PP 1641-1646.
6. E. De Castro and C. Morandi, "Registration of Translated and Rotated Images Using Finite Fourier Transforms,", IEEE Trans. On Pattern Anal. & Mach,. Intel., Vol. 9, No. 5, September 1987, PP 700-703.
7. A. Apicella, J. Shane Kippenhan and J. H. Nagel "Fast Multimodality Image Matching", Proceedings of SPIE, Vol. 1092, 1989, pp. 252-263.
8. Srinivasa B. R. and Chatterji B. N., An FFT-Based Technique, and Scale Invariant Image Registration. IEEE Transactions on Image Processing, Vol 5, No 8, 1996.
9. J. Altmann and H.J. Reitbock," A fast Correlation Method, for Scale and Translation Invariant Pattern Recognition" IEEE Trans. On Patt. Anal. & mach. Intel., Vol 6, No. 1, Jan. 1984, pp. 46-57.
10. Abche A.B., Tzanakos G.S. and Micheli-Tzanakou E., "A New Method for Multimodal 3-D image Registration with External Markers", Nucl. Sci. symp.On Med. Imag. Conf., Oct 30-Nov5, 1822-1826, 1994, Norfolk, Virginia, USA.
11. George S. Tzanakos, Antoine B. Abche, Evangelia Micheli -Tzanakou, Theodore Stahl, Xiaoming Wan and Tony Yudd, "Multimodal 3-D Image Registration of MRI - SPECT Volume Images", World Congress 2000, IEEE - EMBS, paper # 5886-26335, Chicago, 23-28 July 2000.
12. Hagan M. T. and Menhaj M., Training Feed Forward Networks with the Marquardt Algorithm, IEEE Transactions in Neural Networks, Vol 5, No 6, pp 989-993, 1994.