A Fast Wavelet-Based Seam Carving Algorithm for Image Resizing
Keywords:
Image resizing, Seam carving, Wavelet tree, SPIHTAbstract
This paper presents a fast image resizing algorithm based on wavelet trees in the framework of the benchmark image coder known as set partitioning in hierarchical trees (SPIHT). It takes full advantage of the hierarchical structure of wavelet trees to gradually remove seams of insignificant wavelet trees in a scale recursive manner. Experimental results show that the proposed algorithm is preferable especially in terms of computation time.
References
Kiess, J., Kopf, S., Guthier, B., and Effelsberg, W., “Seam carving with improved edge preservation,†Multimedia on Mobile Devices 2010, Proceedings of the SPIE, vol. 7542, article id. 75420G, 11 pp.
Avidan, S., and Shamir, A., “Seam carving for content-aware image resizing,†ACM Transactions on Graphics, SIGGRAPH 2007, vol. 26.
Shamir, A., and Sorkine, O., “Visual media retargeting,†in Proc. ACM SIGGRAPH ASIA, 2009, pp. 11-25.
Conger, D. D., Kumar, M., and Radha, H., “Multi-seam carving via seamlets,†in Proc. Of the SPIE, vol. 7870, article id. 78700H, 2011, 7 pp.
Hua, S., Chen, G., Wei, H., and Jiang, Q., “Similarity measure for image resizing using SIFT feature,†EURASIP Journal on Image and Video Processing 2012.
Goswami, J. C., and Chan, A. K., Fundamentals of Wavelets: Theory, Algorithm, and Applications, John Wiley & Sons, 2011.
Mishiba, K., and Ikehara, M., “Seam carving in wavelet transform domain,†IEEE International Conference on Image Processing, pp. 1497-1500, 2011.
Digital Signal Compression: Principles and Practice, William A. Pearlman and Amir Said, Cambridge University Press, 2011.
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