Desired Image Retrieval Using Multiple Local Features of Query Images

被引:0
|
作者
Li, Yiming [1 ]
Liu, Zhuo [1 ]
Wada, Shigeo [1 ]
机构
[1] Tokyo Denki Univ, Grad Sch Engn, Tokyo 101, Japan
来源
PROCEEDINGS OF 2012 IEEE 11TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP) VOLS 1-3 | 2012年
关键词
Image retrieval; Color moment; Local binary pattern; Dual-tree complex wavelet transform; GRAY-SCALE; CLASSIFICATION; ROTATION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, desired images retrieval method using multiple local features of query images is proposed. Multiple color and texture features in local windows are extracted from an image. Color moment is calculated to use for color feature. Texture histogram based on local binary pattern of dual-tree complex wavelet transform is calculated to use for texture feature. When user's interest points of window in query images are selected, similarity between multiple local features of query images and those of blocks of database images is measured by weighted Euclidean norm. Our system is implemented using graphical user interface. In simulations, performance of our method is analyzed with a standard image database. Effectiveness is verified by evaluating retrieval accuracy.
引用
收藏
页码:646 / 649
页数:4
相关论文
共 50 条
  • [31] Local Features Based Image Sequence Retrieval
    Fu, Xiang
    Zeng, Jie-xian
    JOURNAL OF COMPUTERS, 2010, 5 (07) : 987 - 994
  • [32] Image retrieval methods based on local features
    Cao, J. (caojian@th.btbu.edu.cn), 1600, Tsinghua University (52):
  • [33] Local Features Augmenting for Better Image Retrieval
    Zhao, Longjiao
    Wang, Yu
    Kato, Jien
    2017 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING - TECHNIQUES AND APPLICATIONS (DICTA), 2017, : 683 - 687
  • [34] Exploiting global and local features for image retrieval
    Li Li
    Feng Lin
    Wu Jun
    Sun Mu-xin
    Liu Sheng-lan
    JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2018, 25 (02) : 259 - 276
  • [35] Semantic Image Search From Multiple Query Images
    Vaca-Castano, Gonzalo
    Shah, Mubarak
    MM'15: PROCEEDINGS OF THE 2015 ACM MULTIMEDIA CONFERENCE, 2015, : 887 - 890
  • [36] An edge-based color image retrieval by using multiple features
    Wang, Xiang-Yang
    Chen, Jing-Wei
    Yu, Yong-Jian
    Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2010, 23 (02): : 216 - 221
  • [37] The Content-based Image Retrieval Method Using Multiple Features
    Ha, Jeong-Yo
    Kim, Gye-Young
    Choi, Hyung-Il
    NCM 2008 : 4TH INTERNATIONAL CONFERENCE ON NETWORKED COMPUTING AND ADVANCED INFORMATION MANAGEMENT, VOL 1, PROCEEDINGS, 2008, : 652 - 657
  • [38] Pareto-Depth for Multiple-Query Image Retrieval
    Hsiao, Ko-Jen
    Calder, Jeff
    Hero, Alfred O., III
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 24 (02) : 583 - 594
  • [39] Correlating Medical-dependent Query Features with Image Retrieval Models Using Association Rules
    Ayadi, Hajer
    Torjmen, Mouna
    Daoud, Mariam
    Ben Jemaa, Maher
    Huang, Jimmy Xiangji
    PROCEEDINGS OF THE 22ND ACM INTERNATIONAL CONFERENCE ON INFORMATION & KNOWLEDGE MANAGEMENT (CIKM'13), 2013, : 299 - 308
  • [40] Content-Based Image Retrieval Using Color Features of Partitioned Images
    Fathian, Mohsen
    Tab, Fardin Akhlaghian
    INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2011), 2011, 8285