Fast Texture Feature Extraction Method Based on Segmentation for Image Retrieval

被引：0
|
作者：
Chen, Yi-Ling [1 ]
Chen, Tse-Wei [1 ]
Chien, Shao-Yi [1 ]
机构：
[1] Natl Taiwan Univ, Grad Inst Elect Engn, Dept Elect Engn, Media IC & Syst Lab, BL 421,1,Sec 4,Roosevelt Rd, Taipei 106, Taiwan
来源：
ISCE: 2009 IEEE 13TH INTERNATIONAL SYMPOSIUM ON CONSUMER ELECTRONICS, VOLS 1 AND 2 | 2009年
关键词：
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：
This paper describes a. fast and efficient texture feature extraction method based on image segmentation in HSV color space, which is especially useful in resource-limited embedded systems. In this approach, a query image is first segmented based on its color feature, and the proposed technique is applied on the labeled image to efficiently extract texture feature. Compared with the feature extraction method using discrete wavelet transform, the proposed algorithm is 15.51 times faster than the wavelet-based method while keeping the distortion of the retrieval results within a reasonable range.
引用
收藏
页码：737 / +
页数：2
相关论文
共 50 条
  • [21] Fast and robust color feature extraction for content-based image retrieval
    Pun C.-M.
    Wong C.-F.
    International Journal of Advancements in Computing Technology, 2011, 3 (06) : 75 - 83
  • [22] Efficient Color and Texture Feature Extraction Technique for Content Based Image Retrieval System
    Karuppusamy, Jayanthi
    Marappan, Karthikeyan
    INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2016, 13 (6A) : 784 - 790
  • [23] A Method Using Texture and Color Feature for Content-Based Image Retrieval
    Zhang, He
    Jiang, Xiuhua
    2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC), 2015, : 122 - 127
  • [24] Texture image retrieval: A feature-based correspondence method in Fourier spectrum
    Barcelos, CAZ
    Ferreira, MJR
    Rodrigues, ML
    PATTERN RECOGNITION AND IMAGE ANALYSIS, PT 2, PROCEEDINGS, 2005, 3687 : 424 - 433
  • [25] Color and texture feature for content based image retrieval
    Wu J.
    Wei Z.
    Chang Y.
    International Journal of Digital Content Technology and its Applications, 2010, 4 (03) : 43 - 49
  • [26] Medical image retrieval based on wavelet texture feature
    Zhang, Yi-Fei
    Xiu, Fei
    Bao, Yu-Bin
    Yu, Ge
    Dongbei Daxue Xuebao/Journal of Northeastern University, 2009, 30 (03): : 341 - 344
  • [27] Texture Image Retrieval Based on Statistical Feature Fusion
    Wang Hengbin
    Qu Huaijing
    ELEVENTH INTERNATIONAL CONFERENCE ON GRAPHICS AND IMAGE PROCESSING (ICGIP 2019), 2020, 11373
  • [28] Research on Colour and Texture Feature Based Image Retrieval
    Sun Lijuan
    Hu Fengqi
    2015 INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION, BIG DATA AND SMART CITY (ICITBS), 2016, : 626 - 628
  • [29] Image retrieval based on spatial feature of texture primitive
    Shan, Zhao
    Zhai, Hai-Xia
    2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 3364 - +
  • [30] Automated glaucoma screening method based on image segmentation and feature extraction
    Fan Guo
    Weiqing Li
    Jin Tang
    Beiji Zou
    Zhun Fan
    Medical & Biological Engineering & Computing, 2020, 58 : 2567 - 2586
12345