Region diversity maximization for salient object detection

IEEE Signal Processing Letters

Volumn 19, Issue 4, 2012, Pages 215-218

  Shi, Ran ^a   Liu, Zhi ^a,b   Du, Huan ^a   Zhang, Xiang ^c   Shen, Liquan ^a  

^a SHANGHAI UNIVERSITY   (China)

^b BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

^c UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

Region diversity maximization; saliency map; saliency model; salient object detection

Indexed keywords

BACKGROUND REGION; CONTENT-BASED; DETECTION PERFORMANCE; OBJECT DETECTION; OBJECTIVE FUNCTIONS; SALIENCY MAP; SALIENT OBJECT DETECTION; SALIENT OBJECTS; SEARCH SCHEME;

IMAGE SEGMENTATION;

OBJECT RECOGNITION;

EID: 84863276292     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2012.2188388     Document Type: Article

References (14)

1. A. Toet, "Computational versus psychophysical bottom-up image saliency: A comparative evaluation study," IEEE Trans. Patt. Anal. Mach. Intell., vol. 33, no. 11, pp. 2131-2146, Nov. 2011.
2. B. C. Ko and J. Y. Nam, "Object-of-interest image segmentation based on human attention and semantic region clustering," J. Opt. Soc. Amer. A, vol. 23, no. 10, pp. 2462-2470, Oct. 2006. (Pubitemid 44781647)
3. J. Huang and Z. Li, "Image trimming via saliency region detection and iterative feature matching," in Proc. IEEE ICME, Jun. 2009, pp. 1322-1325.
4. V. Gopalakrishnan, Y. Hu, and D. Rajan, "Random walks on graphs for salient object detection in images," IEEE Trans. Image Process., vol. 19, no. 12, pp. 3232-3242, Dec. 2010.
5. T. Liu, J. Sun, N. Zheng, X. Tang, and H. Y. Shum, "Learning to detect a salient object," in Proc. IEEE CVPR, Jun. 2007, pp. 1-8.
6. Y. F. Ma and H. J. Zhang, "Contrast-based image attention analysis by using fuzzy growing," in Proc. ACM Int. Conf.Multimedia, Nov. 2003, pp. 374-381.
7. F. Liu and M. Gleicher, "Automatic image retargeting with fisheyeview warping," in Proc. ACMSymp. User Interface Software and Technology, Oct. 2005, pp. 153-162. (Pubitemid 44531234)
8. C. H. Lampert, M. B. Blaschko, and T. Hofmann, "Efficient subwindow search: A branch and bound framework for object localization," IEEE Trans. Patt. Anal. Mach. Intell., vol. 31, no. 12, pp. 2129-2142, Dec. 2009.
9. R. Valenti, N. Sebe, and T. Gevers, "Image saliency by isocentric curvedness and color," in Proc. IEEE ICCV, Sept. 2009, pp. 2185-2192.
10. P. F. Felzenszwalb and D. P. Huttenlocher, "Efficient graph-based image segmentation," Int. J. Comput. Vis., vol. 59, no. 2, pp. 167-181, Sep. 2004.
11. Y. Luo, J. Yuan, P. Xue, and Q. Tian, "Saliency density maximization for object detection and localization," in Proc. ACCV, Nov. 2010, pp. 396-408.
12. X. Hou and L. Zhang, "Saliency detection: A spectral residual approach," in Proc. IEEE CVPR, Jun. 2007, pp. 1-8.
13. N. Bruce and J. Tsotsos, "Saliency, attention, and visual search: An information theoretic approach," J. Vis., vol. 9, no. 3,Mar. 2009, article 5.
14. R. Achanta, S. Hemami, F. Estrada, and S. Susstrunk, "Frequencytuned salient region detection," in Proc. IEEE CVPR, Jun. 2009, pp. 1597-1604.