A GRANULOMETRIC COLOR STRUCTURE DESCRIPTOR FOR CONTENT-BASED IMAGE RETRIEVAL

被引:0
作者
Vertan, Constantin [1 ]
Condorovici, Razvan George [1 ]
Florea, Laura [1 ]
Ionescu, Bogdan [1 ]
机构
[1] Univ POLITEHN Bucharesti, Image Proc & Anal Lab, LAPI, Bucharest, Romania
来源
UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE | 2014年 / 76卷 / 01期
关键词
Color Image Analysis; Image description; Content-based Image Retrieval; MPEG-7;
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
We show that the MPEG-7 color structure descriptor can be particularized down to the classical color histogram. The indexing of the structuring element used in the computation of the CSD is inducing a pseudo-granulometry over the uniform colored parts of the image. We propose the extension of the CSD via the symmetrization of the morphological granulometry, yielding a two-dimensional structure that characterizes both the colors and the color layout. This approach is useful in content-based image retrieval and in color texture recognition.
引用
收藏
页码:81 / 88
页数:8
相关论文
共 6 条
  • [1] Brodatz P., 1966, BRODATZ DATASET
  • [2] *ISO IEC, 2002, 159381 ISOIEC 1
  • [3] Color and texture descriptors
    Manjunath, BS
    Ohm, JR
    Vasudevan, VV
    Yamada, A
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2001, 11 (06) : 703 - 715
  • [4] Serra J., 1983, IMAGE ANAL MATH MORP
  • [5] Sikora T, 2001, IEEE T CIRC SYST VID, V6, P11
  • [6] Content-based image retrieval at the end of the early years
    Smeulders, AWM
    Worring, M
    Santini, S
    Gupta, A
    Jain, R
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2000, 22 (12) : 1349 - 1380