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Proceedings Paper

Saliency guided region proposal
Author(s): Jie Liu; Shengjin Wang
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Paper Abstract

Hierarchical grouping and window scoring are two important branches of region proposal. Each branch has its advantages and disadvantages. We propose a novel region proposal framework based on saliency detection to integrate their advantages. We first use salient region detection method to divide an image into salient regions and non-salient regions. In salient regions, we use hierarchical grouping method to generate proposals. On the contrary, in the nonsalient regions, we use window scoring method. At last, linear combination is employed to fuse the different scores of these two methods. Experiments show that our method achieves the superior quality to the state-of-the-arts.

Paper Details

Date Published: 29 August 2016
PDF: 6 pages
Proc. SPIE 10033, Eighth International Conference on Digital Image Processing (ICDIP 2016), 100331B (29 August 2016); doi: 10.1117/12.2244912
Show Author Affiliations
Jie Liu, State Key Lab. of Intelligent Technology and Systems (China)
Tsinghua National Lab. for Information Science and Technology (China)
Tsinghua Univ. (China)
Shengjin Wang, State Key Lab. of Intelligent Technology and Systems (China)
Tsinghua National Lab. for Information Science and Technology (China)
Tsinghua Univ. (China)


Published in SPIE Proceedings Vol. 10033:
Eighth International Conference on Digital Image Processing (ICDIP 2016)
Charles M. Falco; Xudong Jiang, Editor(s)

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