Narayan, Vikram: Random center- surround approaches for modeling visual saliency. 2013
Inhalt
- Dedication
- Acknowledgments
- Abstract
- Contents
- 1 Introduction
- 2 Review of Saliency Models
- 2.1 Categories of Saliency Models
- 2.2 Hierarchical approaches
- 2.3 Spectral approaches
- 2.4 Power law based approaches
- 2.5 Image contrast based approaches
- 2.6 Entropy-based approaches
- 2.7 Center-surround approaches
- 2.8 Hybrid approaches
- 2.9 Top-Down approaches
- 2.10 Applications
- 2.11 Summary
- 3 Bottom-Up Attention Models
- 3.1 Random Pixels based Saliency (PR1)
- 3.2 Random Rectangular Sub-Window based Saliency (PR2)
- 3.3 Random Fixation based Saliency (PR3)
- 3.4 Experimental Results
- 3.4.1 Qualitative analysis
- 3.4.2 Experiments on salient region detection task
- 3.4.3 Experiments on eye-gaze prediction task
- 3.4.4 Performance due to change in parameters
- 3.4.5 Computational Run-Time
- 3.4.6 Saliency Models for Eye-Gaze Prediction in an Interactive Scenario
- 3.5 Discussion and Conclusion
- 4 Saliency model in the context of Goal-Directed Action
- 4.1 Related Work
- 4.2 Motivation and Contributions
- 4.3 Proposed Model
- 4.4 Experiments
- 4.5 Discussion and Conclusion
- 5 Conclusion and Future Work