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Issue No.01 - January/February (2001 vol.21)
pp: 18-26
Image analysis plays an important role in many digital media applications. This article presents an overview of image analysis techniques for image enhancement and restoration, image and video compression, computer animation, multimedia data retrieval, document imaging, and electronic books. The article also includes a summary of existing image analysis algorithms and a discussion of future research problems.
Image analysis, image enhancement, image restoration, image and video compression, computer animation, multimedia data retrieval, document imaging, electronic books.
Hong Yan, "Image Analysis for Digital Media Applications", IEEE Computer Graphics and Applications, vol.21, no. 1, pp. 18-26, January/February 2001, doi:10.1109/38.895126
1. R.C. Gonzalez and R.E. Woods, Digital Image Processing, Addison-Wesley, New York, 1993.
2. Maximum Entropy and Bayesian Methods, J. Skilling, ed., Kluwer Academic, Dordrecht, the Netherlands, 1989.
3. H. Stark and Y. Yang, Vector Space Projections, John Wiley&Sons, New York, 1998.
4. A.E. Jacquin, "Image Coding Based on a Fractal Theory of Iterated Contractive Image Transformations," IEEE Trans. Image Processing, Vol. 1, No. 1, Jan. 1992, pp. 18-30.
5. D. Popescu and H. Yan, "A Non-Linear Model for Fractal Image Coding," IEEE Trans. Image Processing, vol. 6, no. 3, 1997, pp. 373-382.
6. Y. Yang and H. Yan, "An Adaptive Logical Method for Binarization of Degraded Document Images," Pattern Recognition, vol. 33, no. 5, 2000, pp. 787-807.
7. H.H. Chang and H. Yan, "Analysis of Stroke Structure of Handwritten Chinese Characters," IEEE Trans. Systems, Man and Cybernetics, vol. 29, no. 1, 1999, pp. 47-61.
8. Y. Zhu and H. Yan, "Computerized Tumor Boundary Detection Using a Hopfield Network," IEEE Trans. Medical Imaging, vol. 16, no. 1, 1997, pp. 55-67.
9. Z. Chi, H. Yan, and T.D. Pham, Fuzzy Algorithms, with Applications to Image Processing and Pattern Recognition, World Scientific Publishing, Singapore, 1996.
10. J. Gomes, L. Darsa, B. Costa, and L. Velho, Warping&Morphing of Graphical Objects. Morgan Kaufman, 1998.
11. J. Shürmann, Pattern Classification: A Unified View of Statistical and Neural Approaches. Wiley Interscience, 1996.
12. Document Image Analysis, L. O'Gorman and R. Kasturi, eds., IEEE Computer Soc. Press, Los Alamitos, Calif., 1995.
13. R. Klette, K. Schluns, and A. Koschan, Computer Vision, Three Dimensional Data from Images, Springer-Verlag, Singapore, 1998.
14. N. Liu and H. Yan, "Improved Method for Color Image Enhancement Based on Luminance and Color Contrast," J. Electronic Imaging, vol. 3, no. 2, 1994, pp. 190-197.
15. M. Hedley, H. Yan, and D. Rosenfeld, "Motion Artifact Correction in MRI using Generalized Projections," IEEE Trans. Medical Imaging, vol. 10, no. 1, 1991, pp. 40-46.
16. T. Ebrahimi and M. Kunt, "Visual Data Compression for Multimedia Applications," Proc. IEEE, vol. 86, no. 6, June 1998, pp. 1109-1125.
17. G.A. Abrantes and F. Pereira, "MPEG-4 Facial Animation Technology: Survey, Implementation, and Results," IEEE Trans. Circuits and Systems for Video Tech., vol. 9, no. 2, Mar. 1999, pp. 290-305.
18. W.-S. Lee and N. Magnenat-Thalmann, "Fast Head Modeling for Animation," Image and Vision Computing, vol. 18, 2000, pp. 355-364.
19. F. Parke and K. Waters, Computer Facial Animation, A.K. Peters, ed., 1996.
20. S.K. Karunaratne and H. Yan, "An Emotional Viseme Compiler for Facial Animation," Proc. Fifth Int'l Symp. Signal Processing and Its Applications, Queensland University of Tech nology, Brisbane, Australia, Aug. 1999, pp. 459-462.
21. K.M. Lam and H. Yan, “An Analytic-to-Holistic Approach for Face Recognition Based on a Single Frontal View,” IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 20, no. 7, pp. 673-686, July 1998.
22. Y. Rui, T.S. Huang, M. Ortega, and S. Mehrotra, “Relevance Feednack: A Power Tool for Interactive Conten-Based Image Retrieval,” IEEE Trans. Circuits, and Video Technology, Sept. 1998.
23. T. Tan and H. Yan, "Face Recognition by Fractal Transformations," Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, IEEE Press, Piscataway, N.J., Mar. 1999, pp. 3537-3540.
24. A.K. Jain and B. Yu, “Document Representation and Its Application to Page Decomposition,” IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 20, no. 3, pp. 294-308, Mar. 1998.
25. H. Yan, "Skew Correction of Document Images Using Interline Cross-Correlation," CVGIP: Graphical Models and Image Processing, vol. 55, no. 6, 1993, pp. 538-543.
26. P.E. Mitchell and H. Yan, "Document Page Segmentation Based on Pattern Spread Analysis," Optical Eng., vol. 39, no. 3, 2000, pp. 724-734.
27. M. Soma and V. Kolarik, "A Design-for-Test Methodology for Switch-Capacitor Filters," Proc. IEEE VLSI Test Symp., IEEE CS Press, 1994, pp. 42-47.
28. K. Huang and H. Yan, "Off-Line Signature Verification Based on Geometric Feature Extraction and Neural Network Classification," Pattern Recognition, vol. 30, no. 1, 1997, pp. 9-17.
29. P. Howard, F. Kossentini, B. Martins, S. Forchhammer, and W.J. Rucklidge, “The Emerging JBIG2 Standard,” IEEE Trans. Circuits and Systems for Video Technology, vol. 8, no. 7, pp. 838-848, Nov. 1998.
30. Y. Yang, H. Yan, and D. Yu, "Content Lossless Compression of Document Images Based on Structural Analysis and Pattern Matching," Pattern Recognition, vol. 33, no. 8, 2000, pp. 1277-1293.
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