Image retrieval based on saliency detection in the application of the guide system

被引：0
作者：
Sun, Xiaofei [1 ]
Pan, Wenwen [1 ]
Wang, Xia [1 ]
Yuan, Wei [1 ]
机构：
[1] Zaozhuang Univ, Coll Informat Sci & Engn, Zaozhuang 277160, Shandong, Peoples R China
来源：
PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON INFORMATION SCIENCES, MACHINERY, MATERIALS AND ENERGY (ICISMME 2015) | 2015年 / 126卷
关键词：
image segmentation; color histogram; saliency detection; saliency map; image retrieval;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
A new saliency detection algorithm based on image segmentation and color histogram is proposed. The saliency values of partitions are decided by the spatial location and color difference which is measured by the difference of same color pixel number between the regions. In order to enhance salient areas and inhibit background noise a selective enhancement suppression method is used. Through the comparison of using the enhanced suppression method and not using by experiments, a better saliency map can be obtained by using this method. An image retrieval algorithm based on image saliency detection is proposed, which extracts salient areas from saliency map and divides them into blocks. Then the features of the images to search are composed of average saliency value and spatial location of each block. Finally the method is applied to guide system, which can quickly and accurately retrieve tourism information.
引用
收藏
页码：1693 / 1698
页数：6
相关论文
共 20 条
  • [1] Achanta R, 2008, LECT NOTES COMPUT SC, V5008, P66
  • [2] [Anonymous], 2007, PROC IEEE C COMPUT V, DOI 10.1109/CVPR.2007.383267
  • [3] Global Contrast based Salient Region Detection
    Cheng, Ming-Ming
    Zhang, Guo-Xin
    Mitra, Niloy J.
    Huang, Xiaolei
    Hu, Shi-Min
    [J]. 2011 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2011, : 409 - 416
  • [4] [邓诚强 Deng Chengqiang], 2003, [计算机应用, Computer Applications], V23, P100
  • [5] Efficient graph-based image segmentation
    Felzenszwalb, PF
    Huttenlocher, DP
    [J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 2004, 59 (02) : 167 - 181
  • [6] [公明 Gong Ming], 2013, [中国图象图形学报, Journal of Image and Graphics], V18, P990
  • [7] [郭迎春 Guo Yingchun], 2013, [自动化学报, Acta Automatica Sinica], V39, P1214
  • [8] Gupta R, 2011, LECT NOTES COMPUT SC, V6744, P458, DOI 10.1007/978-3-642-21786-9_74
  • [9] Harel J., 2006, Graph-Based Visual Saliency, V19, DOI DOI 10.7551/MITPRESS/7503.003.0073
  • [10] [贺广南 He Guangnan], 2011, [中国图象图形学报, Journal of Image and Graphics], V16, P503
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