Abstract
Image metamorphosis, commonly known as morphing, is a powerful tool for visual effects that consists of the fluid transformation of one digital image into another. There are many techniques for image metamorphosis, but in all of them there is a need for a person to supply the correspondence between the features in the source image and target image. In this paper we describe a method to perform the metamorphosis of face images in frontal view with uniform illumination automatically, using a generic model of a face and evolution strategies to find the features in both face images.
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References
Wolberg, G.: Image Morphing: a Survey. The Visual Computer 14, 360–372 (1998)
Litwinowicz, P., Williams, L.: Animating Images with Drawings. In: Proceedings of the SIGGRAPH Annual Conference on Computer Graphics, pp. 409–412 (1994)
Wolberg, G.: Digital Image Warping. IEEE Computer Society Press, Los Alamitos (1990)
Bichsel, M.: Automatic Interpolation and Recognition of Face Images by Morphing. In: The 2nd International Conference on Automatic Face and Gesture Recognition, October 1996, pp. 128–135. IEEE Computer Society Press, Los Alamitos (1996)
Aaron, W., et al.: Multiresolution Mesh Morphing. In: Proceedings of the SIGGRAPH Annual Conference on Computer Graphics, August 1999, pp. 343–350 (1999)
Wolberg, G.: Recent Avances in Image Morphing. In: Computer Graphics International, Pohang Korea (June 1996)
Beier, T., Shawn, N.: Feature-Based Image Metamorphosis. In: Proceedings of the SIGGRAPH Annual Conference on Computer Graphics, July 1992, vol. 26(2), pp. 35–42 (1992)
Lee, S., Chwa, K., Shin, S.: Image Metamorphosis Using Snakes and Free-Form Deformations. In: Cook, R. (ed.) SIGGRAPH 1995 Conference Proceedings, August 1995. Annual Conference Series, ACM SIGGRAPH, pp. 439–448. Addison Wesley, Reading (1995)
Lee, S., et al.: Image Metamorphosis with Scattered Feature Constraints. IEEE Transactions on Visualization and Computer Graphics 2, 337–354 (1996)
Nur, A., et al.: Image Warping by Radial Basis Functions: Aplications to Facial Expressions. CVGIP: Graph Models Image Processing 56(2), 161–172 (1994)
Lee, S., et al.: Image Morphing Using Deformable Surfaces. In: Proceedings of the Computer Animation Conference, May 1994, pp. 31–39. IEEE Computer Society, Los Alamitos (1994)
Lee, S., et al.: Image Morphing Using Deformation Techniques. J. Visualization Comp. Anim. (7), 3–231 (1996)
Intrator, N., Reisfeld, D., Yeshurun, Y.: Extraction of Facial Features for Recognition using Neural Networks. In: Proceedings of the International Workshop on Automatic Face and Gesture Recognition, Zurich, pp. 260–265 (1995)
Craw, I., Tock, D., Bennett, A.: Finding Face Features. In: Sandini, G. (ed.) ECCV 1992. LNCS, vol. 588, pp. 92–96. Springer, Heidelberg (1992)
Reinders, M.J.T.: Model Adaptation for Image Coding. PhD thesis, Delft University of Technology, Delft, The Netherlands (December 1995)
Cootes, T., Hill, A., Taylor, C., Haslam, J.: Use of Active Shape Models for Locating Structures in Medical Images. Image and Vision Computing 12(6), 355–366 (1994)
Parke, F.I., Waters, K.: Computer Facial Animation. AK Peters Wellesley, Massachusetts (1996)
Back, T., Gunter, R., Hans-Paul, S.: Evolutionary Programming and Evolution Strategies: Similarities and Differences. In: Proccedings of the second Annual Conference on Evolutionary Programming, San Diego CA. Evolutionary Programming Society, pp. 11–22 (1993)
Ruprecht, D., Muller, H.: Image warping with scattered data interpolation. IEEE Computer Graphics and Applications 15(2), 37–43 (1995)
O’Mara, D., Owens, R.: Measuring Bilateral Symmetry in Digital Images. In: TENCON Digital Signal Processing Applications, Piscataway, U.S.A., IEEE, Los Alamitos (1996)
Reinsfeld, D., Wolfson, H., Yeshrum, Y.: Context Free Attentional Operators: The Generalized Symmetry Transform. International Journal of Computer Vision 14, 119–130 (1995)
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Zanella, V., Fuentes, O. (2004). An Approach to Automatic Morphing of Face Images in Frontal View. In: Monroy, R., Arroyo-Figueroa, G., Sucar, L.E., Sossa, H. (eds) MICAI 2004: Advances in Artificial Intelligence. MICAI 2004. Lecture Notes in Computer Science(), vol 2972. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-24694-7_70
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DOI: https://doi.org/10.1007/978-3-540-24694-7_70
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