Intelligent sub-object image retrieval system

被引:0
作者
Li, Wenhui [1 ]
Han, Dongfeng [2 ]
Wang, Yi [2 ]
Lu, Xiaosuo [2 ]
机构
[1] Jilin Univ, Key Lab Symbol Computat & Knowledge Engn, Minist Educ, Coll Comp Sci & Technol, Changchun 130012, Peoples R China
[2] Jilin Univ, Key Lab Symbol Computat & Knowledge Engn, Minist Educ, Changchun 130012, Peoples R China
来源
WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS | 2006年
关键词
image retrieval; graph-cut; dynamic partial function; locality sensitive hashing;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper describes a sub-object retrieval system based on a segmentation method. We also use dynamic partial function (DPF) and indexing by locality sensitive hashing (LSH) for improving system performance. Such a system is useful for finding a sub-object from a large image database. In order to obtain the sub-object from a sample image, we use a segmentation method to cut out the object. The system utilizes the segmentation results, which are performed using a general purpose database containing 20,000 images, are encouraging.
引用
收藏
页码:738 / 738
页数:1
相关论文
共 10 条
  • [1] [Anonymous], 3 INT WORKSH EN MIN
  • [2] [Anonymous], 2004, INT J COMPUTER VISIO
  • [3] [Anonymous], P ICCV
  • [4] [Anonymous], 1999, P INT C VER LARG DAT
  • [5] Fast approximate energy minimization via graph cuts
    Boykov, Y
    Veksler, O
    Zabih, R
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2001, 23 (11) : 1222 - 1239
  • [6] COMANICU D, 2002, IEEE T PATT AN MACH
  • [7] SIMILARITY, INTERACTIVE ACTIVATION, AND MAPPING
    GOLDSTONE, RL
    [J]. JOURNAL OF EXPERIMENTAL PSYCHOLOGY-LEARNING MEMORY AND COGNITION, 1994, 20 (01) : 3 - 27
  • [8] Ke Y., 2004, P IEEE COMP VIS PATT
  • [9] Discovery of a perceptual distance function for measuring image similarity
    Li, BT
    Chang, E
    Wu, Y
    [J]. MULTIMEDIA SYSTEMS, 2003, 8 (06) : 512 - 522
  • [10] Extracting texture features from arbitrary-shaped regions for image retrieval
    Liu, Y
    Zhou, XF
    Ma, WY
    [J]. 2004 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXP (ICME), VOLS 1-3, 2004, : 1891 - 1894