Multi-scale Spectrum Visual Saliency Perception via Hypercomplex DCT | |
Xiao, Limei1; Li, Ce1,2; Hu, Zhijia1; Pan, Zhengrong1 | |
2016 | |
关键词 | Hypercomplex DCT Visual saliency Multi-scale Paralleled computation |
卷号 | 9772 |
DOI | 10.1007/978-3-319-42294-7_58 |
页码 | 645-655 |
英文摘要 | Based on the salient object of human visual perception inconsistent scale, this paper proposes a multi-scale spectrum visual saliency perception with hypercomplex discrete cosine transform. In hypercomplex image color space to build parallel computing model, the method use HDCT to extract local spectral feature in an image. Meanwhile, the sparse energy spectrum calculated by hypercomplex discrete cosine transform on local image region was taken as visual stimulation signal. Then a visual saliency measurement was taken on both this region and its neighbor regions. Finally, the multi-sacle normalization was on the visual saliency response. The subjective and objective experimental results on the public saliency perception datasets demonstrated that both the precision and time cost of the proposed approach were better than the other state-of the-art approaches. |
会议录 | INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2016, PT II
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会议录出版者 | SPRINGER INTERNATIONAL PUBLISHING AG |
会议录出版地 | GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND |
语种 | 英语 |
WOS研究方向 | Computer Science |
WOS记录号 | WOS:000387430400058 |
内容类型 | 会议论文 |
源URL | [http://119.78.100.223/handle/2XXMBERH/36403] ![]() |
专题 | 新能源学院 电气工程与信息工程学院 |
通讯作者 | Li, Ce |
作者单位 | 1.Lanzhou Univ Technol, Coll Elect & Informat Engn, Lanzhou 730050, Peoples R China 2.Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Xian 710049, Peoples R China |
推荐引用方式 GB/T 7714 | Xiao, Limei,Li, Ce,Hu, Zhijia,et al. Multi-scale Spectrum Visual Saliency Perception via Hypercomplex DCT[C]. 见:. |
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