An algorithm of wavelet image fusion based on visual saliency

Chinese Journal of Electronics

Volumn 17, Issue 2, 2008, Pages 237-241

  Wan, Shouhong ^a   Xiong, Yan ^a   Yue, Lihua ^a  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

Human visual saliency; Image fusion; Wavelet transform; Weighted fusing

Indexed keywords

MATHEMATICAL MODELS; NATURAL FREQUENCIES; PIXELS; VISION; WAVELET DECOMPOSITION;

HUMAN VISUAL SALIENCY; HUMAN VISUAL SYSTEMS; WEIGHTED FUSING COEFFICIENTS;

IMAGE FUSION;

EID: 42249106547     PISSN: 10224653     EISSN: 20755597     Source Type: Journal    
DOI: None     Document Type: Article

References (19)

1. Lian Jing, Wang Ke, Li Guangxin, "Edge-based image fusion algorithm with wavelet transform", Journal on Communications, Vol.28, No.4, pp.18-23, 2007. (in Chinese)
2. H. Li, B.S. Manjunath, S.K. Mitra, "Multisensor image fusion using the wavelet transform", Graphical Models and Image Processing, Vol.57, No.3, pp.235-245, 1995.
3. Yu Zhenming, Mao Shiyi, Yan Yunneng, Gao Fei, "Study on image fusion based on wavelet of edge detection", Acta Electronica Sinica, Vol.33, No.8, pp.1446-1450, 2005. (in Chinese)
4. Pu T., Ni G., "Contrast-based image fusion using the discrete wavelet transform", Optical Engineering, Vol.39, No.8, pp.2075-2082, 2000.
5. Zhao Ruizhen, Xu Long, Song Guoxiang, "Multiscale Image Data Fusion with Wavelet Transform", Journal of Computer-aided Design & Computer Graphics, Vol.14, No.4, pp.361-364, 2002. (in Chinese)
6. Zhao Dapeng, Shi Jiaming, "Study on the optimal parameters of image fusion based on wavelet transform", Laser & Infrared, Vol.37, No.2, pp. 189-193, 2007. (in Chinese)
7. H. Wang, J. Peng, W. Wu, "Fusion algorithm for multisensor images based on discrete multiwavelet transform", IEE Proceedings: Vision, Image and Signal Processing, Vol.149, No.5, pp.283-289, 2002.
8. Chao Rui, Zang Ke, Li Yanjun, "An image fusion algorithm using wavelet transform", Acta Electronica Sinica, Vol.32, No.5, pp.750-753, 2004. (in Chinese)
9. Zhou Li, Wang Zhangye, Jin Jianqiu, Peng Qunsheng, "A new wavelet image fusion algorithm based on human visual system", Journal of Image and Graphics, Vol.9, No.9, pp.1088-1094, 2004. (in Chinese)
10. L. Itti, C. Koch, E. Niebur, "A model of saliency-based visual attention for rapid scene analysis", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol.20, No.11, pp.1254-1259, 1998.
11. L. Itti, C. Koch, "A comparison of feature combination strategies for saliency-based visual attention systems", Proc. of Conference on Human Vision and Electronic Imaging IV SPIE, San Jose, California, USA, pp.473-482, 1999.
12. L. Itti, C. Koch, "Feature combination strategies for saliency-based visual attention systems", Journal of Electronic Imaging, Vol.10, No.1, pp.161-169, 2001.
13. L. Itti, C. Koch, "Computational modeling of visual attention", Nature Reviews Neuroscience, Vol.2, No.3, pp.194-230, 2001.
14. S.G. Mallat, A Wavelet Tour of Signal Processing, Academic Press, San Diego, California, USA, 1998.
15. Zhang Peng, Wang Runsheng, "Detecting salient regions based on location shift and extent trace", Journal of Software, Vol.15, No.6, pp.891-898, 2004. (in Chinese)
16. Tai Sing Lee, "Image Representation Using 2D Gabor Wavelets", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol.18, No.10, pp.959-971, 1996.
17. V. Di Gesu, C. Valenti, L. Strinati, "Local operators to detect regions of interest", Pattern Recognition Letter, Vol.18, No.11-13, pp.1077-1081, 1997.
18. Qu Guihong, Zhang Dali, Yan Pingfan, "Information measure for performance of image fusion", Electronics Letters, Vol.38, No.7, pp.313-315, 2002.
19. Wang Haihui, Peng Jiaxiong, Wu Wei, "Comparison of the methods of evaluating the performance of multi-sensor image fusion", Infrared and Laser Engineering, Vol.33, No.2, pp.189-193, 2004. (in Chinese)