A dataset and evaluation methodology for visual saliency in video

Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009

Volumn , Issue , 2009, Pages 442-445

  Jia, Li ^a,b   Yonghong, Tian ^c   Tiejun, Huang ^c   Wen, Gao ^a,c  

^a INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

^c PEKING UNIVERSITY   (China)

Author keywords

Dataset; Evaluation metrics; Saliency map; Salient regions; Visual saliency

Indexed keywords

DATASET; EVALUATION METRICS; SALIENCY MAP; SALIENT REGIONS; VISUAL SALIENCY;

COMPUTER VISION; MULTIMEDIA SYSTEMS;

IMAGE SEGMENTATION;

EID: 70449565636     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2009.5202529     Document Type: Conference Paper

References (13)

1. L. Itti, C.Koch, and E. Niebur, "A Model of Saliency-Based Visual Attention for Rapid Scene Analysis," IEEE Trans. PAMI, 20(11): 1254-1259, 1998.
2. T. Mei, X.-S. Hua, and S. Li, "Contextual In-Image Advertising," In ACM MM, 2008.
3. S. Li and M.-C. Lee, "Efficient Spatiotemporal Attention-driven Shot Matching," In ACM MM, 2007.
4. T. Liu, J. Sun, N.-N. Zheng, X. Tang and H.-Y. Shum, "Learning to Detect a Salient Object," In CVPR, 2007.
5. N. Bruce, and J.K. Tsotsos, "Saliency Based on Information Maximization," Advances in Neural Information Processing Systems, 18: 155-162, 2006.
6. L. Itti, "CRCNS Data Sharing: Eye Movements During Free-viewing of Natural Videos," In Collaborative Research in Computational Neuroscience Annual Meeting, 2008.
7. Wolfgang Einhauser, M. Spain and P. Perona, "Objects Predict Fixations Better Than Early Saliency," J. Vision, 8(14):18, 1-26, 2008.
8. W. Kienzle, B. Scholkopf, F. Wichmann and M. O. Franz, "How to Find Interesting Locations in Video: a Spatiotemporal Interest Point Detector Learned From Human Eye Movement," In DAGM, 2007.
9. L. Itti and P. Baldi, "A Principled Approach to Detecting Surprising Events in Video," In CVPR, 2005.
10. X. Hou and L. Zhang, "Saliency Detection: A spectral Residual Approach," In CVPR, 2007.
11. C.L. Guo, Q. Ma and L.M. Zhang, "Spatio-temporal Saliency Detection using Phase Spectrum of Quaternion Fourier Transform," In CVPR, 2008.
12. Y. Zhai and M. Shah, "Visual Attention Detection in Video Sequences Using Spatiotemporal Cues," In ACM MM, 2006.
13. L. Itti and C.Koch, "Computational Modeling of Visual Attention," Nature Review Neuroscience, 2(3):194-203, 2001.