Content based images retrieval using decomposition model image

被引:0
|
作者
Ould Mohamed Dyla, M.H. [1 ]
Senhaji, S. [2 ]
Tairi, H. [1 ]
Aarab, A. [2 ]
机构
[1] LIIAN Department of computer, Morocco
[2] LESSI, Department of physics, Faculty of Sciences, Dhar El mahraz, BP 1796 FES, Morocco
关键词
Gabor filters - Content based retrieval;
D O I
暂无
中图分类号
学科分类号
摘要
In this paper, we have developed a CBIR methodology that uses a new decomposition image based on PDE, the effective feature extraction is performed not on the original image but on its components. The texture features based on threshold Gabor features, are then calculated. Our system was tested on Brodatz databases and can be used in others CBIR applications. Retrieval efficiency and accuracy combining PDE decomposition and Gabor wavelet based features is found to be superior to other existing methods. © 2010 Praise Worthy Prize S.r.l. - All rights reserved.
引用
收藏
页码:113 / 118
相关论文
共 50 条
  • [31] Using content-based image retrieval of dermoscopic images for interpretation and education: A pilot study
    Sadeghi, Mahya
    Chilana, Parmit
    Yap, Jordan
    Tschandl, Philipp
    Atkins, M. Stella
    SKIN RESEARCH AND TECHNOLOGY, 2020, 26 (04) : 503 - 512
  • [32] Content Based Image Retrieval System Based on Watershed Transform for Trademark Images
    Crysdian, Cahyo
    2014 ELECTRICAL POWER, ELECTRONICS, COMMUNICATIONS, CONTROLS AND INFORMATICS SEMINAR (EECCIS), 2014, : 116 - 120
  • [33] Spatial continuity based approach for content based image retrieval of geographical images
    Xie, ZX
    WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL 1, PROCEEDINGS: INFORMATION SYSTEMS DEVELOPMENT, 2001, : 561 - 565
  • [34] Content Based Image Retrieval of Remote Sensing Images Based on Deep Features
    Goksu, Ozgu
    Aptoula, Erchan
    2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2018,
  • [35] Multiresolution hierarchical content-based image retrieval of paleontology images
    Landré, J
    Truchetet, F
    WAVELET APPLICATIONS IN INDUSTRIAL PROCESSING, 2003, 5266 : 75 - 83
  • [36] Application of content-based image retrieval in remote sensing images
    Zhang, Nan
    Tang, Yu
    Tang, Bo
    Xitong Fangzhen Xuebao / Journal of System Simulation, 2006, 18 (SUPPL.): : 430 - 432
  • [37] Content-based image retrieval from a database of fracture images
    Mueller, Henning
    Do Hoang, Phuong Anh
    Depeursinge, Adrien
    Hoffmeyer, Pierre
    Stern, Richard
    Lovis, Christian
    Geissbuhler, Antoine
    MEDICAL IMAGING 2007: PACS AND IMAGING INFORMATICS, 2007, 6516
  • [38] An Efficient Content Based Image Retrieval Scheme with Preserving the Security of Images
    Majhi, Mukul
    Pradhan, Jitesh
    Pal, Arup Kumar
    2019 6TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN), 2019, : 874 - 879
  • [39] Content-Based Medical Image Retrieval for Medical Radiology Images
    Barac, Dario
    Manojlovic, Teo
    Napravnik, Mateja
    Hrzic, Franko
    Saracevic, Mihaela Mamula
    Miletic, Damir
    Stajduhar, Ivan
    ARTIFICIAL INTELLIGENCE IN MEDICINE, PT II, AIME 2024, 2024, 14845 : 45 - 59
  • [40] Hierarchical architecture for content-based image retrieval of paleontology images
    Landré, J
    Truchetet, F
    STORAGE AND RETRIEVAL FOR MEDIA DATABASES 2002, 2002, 4676 : 138 - 147