A Hierarchical Computational Model of Selective Visual Attention

Abstract

[1] Itti L, Kouch C, and Niebur E, “A model of saliency-based visual attention for rapid scene analysis,” IEEE Transactions on Pattern Analysis and Machine Intelligence, USA, vol. 20, pp. 1254-1259, November 1998.
http://dx.doi.org/10.1109/34.730558

[2] Itti L, Kouch C, “Computational modeling of visual attention,” Nature Reviews Neuroscience, USA, vol. 2, pp.194-230, March 2001.
http://dx.doi.org/10.1038/35058500
PMid:11256080

[3] Itti L, Kouch C, “Feature combination strategies for saliency-based visual attention systems,” Journal of Electronic Imaging, vol. 10, pp.161-169, January 2003.
http://dx.doi.org/10.1117/1.1333677

[4] Dirk Walther, “Interactions of visual attention and object recognition: computational modeling, algorithms, and psychophysics,” PhD thesis, California Institute of Technology, 2006.

[5] Dirk Walther, Christof Koch, “Modeling attention to salient proto-objects,” Neural Networks, USA, vol. 19, pp.1395-1407, 2006.
http://dx.doi.org/10.1016/j.neunet.2006.10.001
PMid:17098563

[6] Yufei Ma, Hongjiang Zhang, “Contrast-based Image Attention Analysis by Using Fuzzy Growing,” Proceedings of the 11th ACM International Conference on Multimedia, March 2003, pp. 374-381.
http://dx.doi.org/10.1145/957013.957094

[7] Zhang Peng, Wang Runsheng, “Detectiong salient regions based on location shift and extent trace,” Journal of Softwarer, China, vol. 15, pp. 891-898, June 2004.

[8] Xiaodi Hou, Liqing Zhang, “Saliency Detection: A Spectral Residual Approach,” IEEE Conference on Computer Vision and Pattern Recognition, June 2007, pp.1-8.
http://dx.doi.org/10.1109/CVPR.2007.383267

[9] Qiaorong Zhang, Guochang Gu, Huimin Xiao, “Image segmentation based on visual attention mechanism,” Journal of Multimedia, Finland, vol. 4, pp. 363-370, December, 2009.

[10] Zheshen Wang, Baoxin Li, “A Two-Stage Approach to Saliency Detection in Images,” IEEE ICASSP 2008, April 2008, pp. 965-968

[11] Yaoru Sun, Robert Fisher, “Object-based Visual Attention for Computer Vision,” Artificial Intelligence, USA, vol. 146, pp. 77-123, January 2003.
http://dx.doi.org/10.1016/S0004-3702(02)00399-5

[12] Yaoru Sun, Robert Fisher, Fang Wang and Herman Martins Gomes, “A Computer Vision Model for Visual-Object-Based Attention and Eye Movements,” Computer Vision and Image Understanding, vol. 112, pp. 126-142, February 2008.
http://dx.doi.org/10.1016/j.cviu.2008.01.005

[13] Yaoru Sun, “Hierarchical object-based visual attention for machine vision,” PhD thesis, University of Edinburgh, 2003.

[14] Qiaorong Zhang, Yafeng Zheng, “An improved computational approach for salient region detection,” Journal of Computers, Finland, in press.

[15] Xuelei Ni, and Xiaoming Huo, “Statistical Interpretation of the Importance of Phase Information in Signal and Image Reconstruction,” Elsevier Science, June 2002.

[16] Peter J. Bex, and Walter Makous, “Spatial frequency, phase, and the contrast of natural images,” Journal of Optical Society, American, vol. 19, pp. 1096-1106, June 2002.
http://dx.doi.org/10.1364/JOSAA.19.001096

[17] Yiqun Hu_, Xing Xie, and Wei-Ying Ma, “Salient Region Detection Using Weighted Feature Maps Based on the Human Visual Attention Model”, LNCS 3332, pp. 993-1000, 2004.