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논문검색

Estimating Normalized Attention of Viewers on Account of Relative Visual Saliency of Faces (NRVS)

초록

영어

Humans psychological and behavioral understanding often lead to make natural decision which accurately identifies and remembers the faces which are highly appreciated or criticized by themselves in comparing to the normal viewed faces, in terms of beauty, ugliness or unique appearance. It happens due to human psychology of being biased towards the salient face in the process of face recognition and identification. This paper attempts a novel method to measure, how our attention is more restricted towards some particular faces in the crowd. This restricted attention is strongly guided by the relative visual saliency of these faces. In this paper, normalized relative visual saliency (NVRS) of the faces is evaluated using their intensity values modulated with respective spatial distance. Experiment has been carried out on test image dataset via bottom up approach. The experimental results are found to be encouraging and accuracy has also been measured exhibiting efficacy of the proposed approach.

목차

Abstract
 1. Introduction
 2. Evaluation and Measurement of Saliency
 3. Proposed Approach
 4. Experiment Results and Validation
 5. Conclusion and Future Work
 References

저자정보

  • Ravi kant kumar Department of Computer Science and Engineering National Institute of Technology Durgapur Durgapur – 713209, West Bengal, India
  • Jogendra Garain Department of Computer Science and Engineering National Institute of Technology Durgapur Durgapur – 713209, West Bengal, India
  • Goutam Sanyal Department of Computer Science and Engineering National Institute of Technology Durgapur Durgapur – 713209, West Bengal, India
  • Dakshina Ranjan Kisku Department of Computer Science and Engineering National Institute of Technology Durgapur Durgapur – 713209, West Bengal, India

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