Distributional clustering for efficient content-based retrieval of images and video

被引：0
|
作者：
Iyengar, G [1 ]
Lippman, AB [1 ]
机构：
[1] IBM Corp, Thomas J Watson Res Ctr, Yorktown Heights, NY 10598 USA
来源：
2000 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL I, PROCEEDINGS | 2000年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper; we present an approach to clustering images for efficient retrieval using relative entropy We start with the assumption that visual features are represented by probability densities and develop clustering algorithms for probability densities for example, normalized histograms are crude approximations of probability densities. These clustering algorithms are then used for efficient retrieval of images and video.
引用
收藏
页码：81 / 84
页数：4
相关论文
共 50 条
  • [1] Distributional clustering for content-based browsing of unstructured video
    Iyengar, G
    [J]. INTERNET IMAGING II, 2001, 4311 : 112 - 127
  • [2] Content-based video retrieval using mosaic images
    Hirakawa, M
    Uchida, K
    Yoshitaka, A
    [J]. FIRST INTERNATIONAL SYMPOSIUM ON CYBER WORLDS, PROCEEDINGS, 2002, : 161 - 167
  • [3] Efficient video indexing scheme for content-based retrieval
    Chang, HS
    Sull, S
    Lee, SU
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1999, 9 (08) : 1269 - 1279
  • [4] An efficient content-based video retrieval for large databases
    Cedillo-Hernandez, Antonio
    Cedillo-Hernandez, Manuel
    Garcia-Ugalde, Francisco
    Nakano-Miyatake, Mariko
    Perez-Meana, Hector
    [J]. 2015 INTERNATIONAL CONFERENCE ON MECHATRONICS, ELECTRONICS, AND AUTOMOTIVE ENGINEERING (ICMEAE 2015), 2015, : 15 - 19
  • [5] Distributional semantic content-based image retrieval
    Khampachua, T
    Rivepiboon, W
    Rungsawag, A
    [J]. CISST'03: PROCEEDING OF THE INTERNATIONAL CONFERENCE ON IMAGING SCIENCE, SYSTEMS AND TECHNOLOGY, VOLS 1 AND 2, 2003, : 123 - 126
  • [6] An efficient scene content-based indexing and retrieval on video lectures
    Department of Computer Science Engineering, K.L. University, Vaddeswaram
    522502, India
    不详
    522019, India
    不详
    600048, India
    [J]. Adv. Intell. Sys. Comput., (521-534):
  • [7] Applications of fuzzy soft clustering algorithms in content-based video retrieval
    Gao, XB
    Li, J
    Wang, CM
    [J]. 8TH WORLD MULTI-CONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL VI, PROCEEDINGS: IMAGE, ACOUSTIC, SIGNAL PROCESSING AND OPTICAL SYSTEMS, TECHNOLOGIES AND APPLICATIONS, 2004, : 227 - 232
  • [8] Semantic Video Clustering in Ad Hoc Networks for Content-Based Retrieval
    Yang, Bo
    Mareboyana, Manohar
    [J]. CBMI: 2009 INTERNATIONAL WORKSHOP ON CONTENT-BASED MULTIMEDIA INDEXING, 2009, : 255 - 260
  • [9] Towards an Efficient Hierarchical Codebooks for Content-Based Images Retrieval
    ZElleuch
    KMarzouki
    [J]. Journal of Electronic Science and Technology, 2014, 12 (01) : 107 - 111
  • [10] Towards an Efficient Hierarchical Codebooks for Content-Based Images Retrieval
    Z.Elleuch
    K.Marzouki
    [J]. Journal of Electronic Science and Technology, 2014, (01) : 107 - 111
12345