Application of granulation of feature descriptions in structural image recognition

被引:0
|
作者
Kharkiv National University of Radio Engineering and Electronics, 14, Lenin Ave, Kharkiv [1 ]
61166, Ukraine
机构
来源
Telecommun Radio Eng | / 6卷 / 503-514期
关键词
Data handling - Computer vision - Image recognition;
D O I
10.1615/TelecomRadEng.v74.i6.30
中图分类号
学科分类号
摘要
The problems of smart intellectual processing of multidimensional data in computer vision systems are discussed. A method for generating the compressed structural description of an image in terms of granulating feature values as finite-dimensional vectors is proposed. This approach results in minimizing computational time and reducing the number of false compliances. The simulated results for the bases of images are given. ©2015 by Begell House, Inc.
引用
收藏
相关论文
共 50 条
  • [1] Dynamic Feature Selection for Structural Image Content Recognition
    Fu, Yingnan
    Zheng, Shu
    Cai, Wenyuan
    Gao, Ming
    Jin, Cheqing
    Zhou, Aoying
    MULTIMEDIA MODELING, MMM 2023, PT II, 2023, 13834 : 337 - 349
  • [2] Combining Structural Descriptions and Image-based Representations for Image, Object, and Scene Recognition
    Do Huu, Nicolas
    Paquier, Williams
    Chatila, Raja
    19TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-05), 2005, : 1452 - 1457
  • [3] Granulation based image texture recognition
    Zheng, Z
    Hu, H
    Shi, ZZ
    ROUGH SETS AND CURRENT TRENDS IN COMPUTING, 2004, 3066 : 659 - 664
  • [4] Comparative analysis of color- and grayscale-based feature descriptions for image recognition
    M. Petrushan
    Yu. Vermenko
    D. Shaposhnikov
    S. Anishchenko
    Pattern Recognition and Image Analysis, 2013, 23 (3) : 415 - 418
  • [5] Gait Recognition With Shifted Energy Image and Structural Feature Extraction
    Huang, Xiaxi
    Boulgouris, Nikolaos V.
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2012, 21 (04) : 2256 - 2268
  • [6] Application of artificial neural networks for feature recognition in image registration
    Ontman, A. Y. M.
    Shiflet, G. J.
    JOURNAL OF MICROSCOPY, 2012, 246 (01) : 20 - 32
  • [7] A new method of feature fusion and its application in image recognition
    Sun, QS
    Zeng, SG
    Liu, Y
    Heng, PA
    Xia, DS
    PATTERN RECOGNITION, 2005, 38 (12) : 2437 - 2448
  • [8] Multimodal Finger Feature Recognition Based on Circular Granulation
    Peng, Jinjin
    Li, Yanan
    Li, Ruimei
    Jia, Guimin
    Yang, Jinfeng
    BIOMETRIC RECOGNITION (CCBR 2014), 2014, 8833 : 451 - 457
  • [9] Singular value feature extraction of color image and its application for recognition
    Ran, RS
    Huang, TZ
    ICO20: ILLUMINATION, RADIATION, AND COLOR TECHNOLOGIES, 2006, 6033
  • [10] The Application of Multi-feature Fusion in Remote Sensing Image Recognition
    Liu, Jinmei
    Chen, Jinghua
    MATERIALS SCIENCE, CIVIL ENGINEERING AND ARCHITECTURE SCIENCE, MECHANICAL ENGINEERING AND MANUFACTURING TECHNOLOGY, PTS 1 AND 2, 2014, 488-489 : 1079 - +