Combining Semantic and Content Based Image Retrieval in ORDBMS

被引：0
|
作者：
Alvez, Carlos E.
Vecchietti, Aldo R.
机构：
来源：
KNOWLEDGE-BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT II | 2010年 / 6277卷
关键词：
content; semantic; image retrieval; ORDBMS;
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 article, an architecture for image retrieval in an Object-Relational Database Management System is proposed. It combines the use of low-level descriptors and semantic metadata for similarity search. The architecture has three levels: content-based, semantic data and an interface integrating them. Several database User Defined Types (UDT) and operations are defined for that purpose. A case study about vehicles is implemented and results obtained show an important improvement in image similarity search.
引用
收藏
页码：44 / 53
页数：10
相关论文
共 50 条
  • [41] New-Fangled Alignment of Ontologies for Content Based Semantic Image Retrieval
    Khodaskar, Anuja
    Ladhake, Siddarth
    [J]. INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATION AND CONVERGENCE (ICCC 2015), 2015, 48 : 298 - 303
  • [42] A comprehensive survey on the reduction of the semantic gap in content-based image retrieval
    Jagtap, Jayant
    Bhosle, Nilesh
    [J]. INTERNATIONAL JOURNAL OF APPLIED PATTERN RECOGNITION, 2021, 6 (03) : 254 - 271
  • [43] Unsupervised Visual Hashing with Semantic Assistant for Content-Based Image Retrieval
    Zhu, Lei
    Shen, Jialie
    Xie, Liang
    Cheng, Zhiyong
    [J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 29 (02) : 472 - 486
  • [44] A semantic model for general purpose content-based image retrieval systems
    Zarchi, Mohsen Sardari
    Monadjemi, Amirhasan
    Jamshidi, Kamal
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2014, 40 (07) : 2062 - 2071
  • [45] Semantic Mapping of Color Feature and Its Application in Content Based Image Retrieval
    Zhong, You-ping
    Peng, Biao
    Li, Jun
    Zhang, Chong-yang
    [J]. INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY, PTS 1-4, 2013, 263-266 : 2488 - +
  • [46] A Reformulation of the Semantic Gap Problem in Content-Based Image Retrieval Scenarios
    Colombino, Tommaso
    Martin, Dave
    Grasso, Antonietta
    Marchesotti, Luca
    [J]. PROCEEDINGS OF COOP 2010, 2010, : 45 - 56
  • [47] An Effective Mechanism to Neutralize the Semantic Gap in Content Based Image Retrieval (CBIR)
    Singh, Sanjay
    Sontakke, Trimbak
    [J]. INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2014, 11 (02) : 124 - 133
  • [48] Semantic Modelling of Unshaped Object: An Efficient Approach in Content Based Image Retrieval
    Shamsujjoha, Md.
    Ahmed, Md. Shakil
    Hossain, Fahmida
    Jabid, Taskeed
    [J]. 2014 17TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY (ICCIT), 2014, : 30 - 34
  • [49] Semantic template: A robust approach to support content-based image retrieval
    Liu, XM
    Zhuang, YT
    Pan, YH
    [J]. PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON COMPUTER AIDED DESIGN & COMPUTER GRAPHICS, 1999, : 1282 - 1287
  • [50] From pixels to semantic spaces: Advances in content-based image retrieval
    Vasconcelos, Nuno
    [J]. COMPUTER, 2007, 40 (07) : 20 - +
12345