Salient object detection via augmented hypotheses

IJCAI International Joint Conference on Artificial Intelligence

Volumn 2015-January, Issue , 2015, Pages 2176-2182

  Nguyen, Tam V ^a   Sepulveda, Jose ^a  

^a SINGAPORE POLYTECHNIC   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; IMAGE SEGMENTATION; OBJECT RECOGNITION;

COMPACT OBJECTS; FOREGROUND OBJECTS; SALIENCY MAP; SALIENCY MEASURE; SALIENT OBJECT DETECTION; STATE-OF-THE-ART APPROACH;

OBJECT DETECTION;

EID: 84949870633     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (30)

1. Radhakrishna Achanta and Sabine Süsstrunk. Saliency detection using maximum symmetric surround. In ICIP, pages 2653-2656, 2010.
2. Radhakrishna Achanta, Francisco J. Estrada, Patricia Wils, and Sabine Süsstrunk. Salient region detection and segmentation. In International Conference of Computer Vision Systems, pages 66-75, 2008.
3. Radhakrishna Achanta, Sheila S. Hemami, Francisco J. Estrada, and Sabine Süsstrunk. Frequency-tuned salient region detection. In CVPR, pages 1597-1604, 2009.
4. Radhakrishna Achanta, Appu Shaji, Kevin Smith, Aurélien Lucchi, Pascal Fua, and Sabine Süsstrunk. SLIC superpixels compared to state-of-the-art superpixel methods. T-PAMI, 34(11):2274-2282, 2012.
5. Bogdan Alexe, Thomas Deselaers, and Vittorio Ferrari. Measuring the objectness of image windows. T-PAMI, 34(11):2189-2202, 2012.
6. Dhruv Batra, Adarsh Kowdle, Devi Parikh, Jiebo Luo, and Tsuhan Chen. icoseg: Interactive co-segmentation with intelligent scribble guidance. In CVPR, pages 3169-3176, 2010.
7. Neil Bruce and John Tsotsos. Saliency based on information maximization. In NIPS, 2005.
8. Qiang Chen, Zheng Song, Yang Hua, ZhongYang Huang, and Shuicheng Yan. Hierarchical matching with side information for image classification. In CVPR, pages 3426-3433, 2012.
9. Yanxiang Chen, Tam V. Nguyen, Mohan S. Kankanhalli, Jun Yuan, Shuicheng Yan, and Meng Wang. Audio matters in visual attention. T-CSVT, 24(11):1992-2003, 2014.
10. Ming-Ming Cheng, Guo-Xin Zhang, Niloy J. Mitra, Xiaolei Huang, and Shi-Min Hu. Global contrast based salient region detection. In CVPR, pages 409-416, 2011.
11. Ming-Ming Cheng, Jonathan Warrell, Wen-Yan Lin, Shuai Zheng, Vibhav Vineet, and Nigel Crook. Efficient salient region detection with soft image abstraction. In CVPR, pages 1529-1536, 2013.
12. Ming-Ming Cheng, Ziming Zhang, Wen-Yan Lin, and Philip H. S. Torr. BING: Binarized normed gradients for objectness estimation at 300fps. In CVPR, 2014.
13. Mark Everingham, Luc Van Gool, Christopher Williams, John Winn, and Andrew Zisserman. The pascal visual object classes (VOC) challenge. IJCV, 88(2):303-338, 2010.
14. Stas Goferman, Lihi Zelnik-Manor, and Ayellet Tal. Context-aware saliency detection. In CVPR, pages 2376-2383, 2010.
15. Jonathan Harel, Christof Koch, and Pietro Perona. Graph-based visual saliency. In NIPS, pages 545-552, 2006.
16. Xiaodi Hou and Liqing Zhang. Saliency detection: A spectral residual approach. In CVPR, 2007.
17. Laurent Itti, Christof Koch, and Ernst Niebur. A model of saliency-based visual attention for rapid scene analysis. T-PAMI, 20(11):1254-1259, 1998.
18. C Koch and S Ullman. Shifts in selective visual attention: towards the underlying neural circuitry. Hum Neurobiol, 1985.
19. Christoph H. Lampert, Matthew B. Blaschko, and Thomas Hofmann. Beyond sliding windows: Object localization by efficient subwindow search. In CVPR, 2008.
20. Congyan Lang, Tam V. Nguyen, Harish Katti, Karthik Yadati, Mohan S. Kankanhalli, and Shuicheng Yan. Depth matters: Influence of depth cues on visual saliency. In ECCV, pages 101-115, 2012.
21. Yu-Fei Ma and HongJiang Zhang. Contrast-based image attention analysis by using fuzzy growing. In ACM MM, pages 374-381, 2003.
22. Naila Murray, Maria Vanrell, Xavier Otazu, and C. Alejandro Párraga. Saliency estimation using a non-parametric low-level vision model. In CVPR, pages 433-440, 2011.
23. Tam V. Nguyen, Bingbing Ni, Hairong Liu, Wei Xia, Jiebo Luo, Mohan Kankanhalli, and Shuicheng Yan. Image re-attentionizing. Multimedia, IEEE Transactions on, 15(8):1910-1919, 2013.
24. Tam V. Nguyen, Mengdi Xu, Guangyu Gao, Mohan Kankanhalli, Qi Tian, and Shuicheng Yan. Static saliency vs. dynamic saliency: a comparative study. In ACM MM, pages 987-996, 2013.
25. Tam V. Nguyen, Zheng Song, and Shuicheng Yan. STAP: Spatial-temporal attention-aware pooling for action recognition. T-CSVT, 2015.
26. Federico Perazzi, Philipp Krähenbühl, Yael Pritch, and Alexander Hornung. Saliency filters: Contrast based filtering for salient region detection. In CVPR, pages 733-740, 2012.
27. Jasper Uijlings, Koen van de Sande, Theo Gevers, and Arnold Smeulders. Selective search for object recognition. IJCV, 104(2):154-171, 2013.
28. Paul A. Viola and Michael J. Jones. Robust real-time face detection. In ICCV, page 747, 2001.
29. Yun Zhai and Mubarak Shah. Visual attention detection in video sequences using spatiotemporal cues. In ACM MM, pages 815-824, 2006.
30. Lingyun Zhang, Matthew H. Tong, Tim K. Marks, Honghao Shan, and Garrison W. Cottrell. Sun: A bayesian framework for saliency using natural statistics. Journal of Vision, 8(7), 2008.