An analysis based on local binary pattern (LBP) and color moment (CM) for efficient image retrieval

被引：0
|
作者：
Singh, Hardeep [1 ]
Agrawal, Dheeraj [2 ]
机构：
[1] CPU Kota, ECE Dept, Aalniya, Rajasthan, India
[2] MANIT Bhopal, ECE Dept, Bhopal, India
来源：
IEEE INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGICAL TRENDS IN COMPUTING, COMMUNICATIONS AND ELECTRICAL ENGINEERING (ICETT) | 2016年
关键词：
CBIR; Content Retrieval; LBP and CM; FEATURES;
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 objective is to analyze LBP and CM for the comparative analysis in the field of content based image retrieval (CBIR). In this paper LBP and CM methods are used for the efficient retrieval of the images from the Wang database. All the 10 classes are used for the results comparison. LBP is used for better thresholding and CM is used with color dominant features for the efficient retrieval. The results suggested that the results may vary with different input images and the chances of the prediction are also different.
引用
收藏
页数：6
相关论文
共 50 条
  • [1] Ellipse based local binary pattern for color image retrieval
    Bougueroua, Salah
    Boucheham, Bachir
    2014 4TH INTERNATIONAL SYMPOSIUM ISKO-MAGHREB: CONCEPTS AND TOOLS FOR KNOWLEDGE MANAGEMENT (ISKO-MAGHREB), 2014,
  • [2] Image retrieval based on local edge binary pattern
    Wu, Xiao-Sheng
    Sun, Jun-Ding
    Guangdianzi Jiguang/Journal of Optoelectronics Laser, 2013, 24 (01): : 184 - 189
  • [3] A comparative study on local binary pattern (LBP) based face recognition: LBP histogram versus LBP image
    Yang, Bo
    Chen, Songcan
    NEUROCOMPUTING, 2013, 120 : 365 - 379
  • [4] Image retrieval based on improved direction local binary pattern
    School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo 454003, China
    不详
    Guangdianzi Jiguang, 4 (812-818):
  • [5] Image Retrieval Based on Structured Local Binary Kirsch Pattern
    Kang, Guang-Yu
    Guo, Shi-Ze
    Wang, De-Chen
    Ma, Long-Hua
    Lu, Zhe-Ming
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2013, E96D (05) : 1230 - 1232
  • [6] Image Inconsistency Detection Using Local Binary Pattern (LBP)
    Mahale, Vivek H.
    Ali, Mouad M. H.
    Yannawar, Pravin L.
    Gaikwad, Ashok T.
    7TH INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING & COMMUNICATIONS (ICACC-2017), 2017, 115 : 501 - 508
  • [7] Evaluation of noise robustness for local binary pattern descriptors in texture classification Local binary patterns (LBP)-based image and video analysis
    Kylberg, Gustaf
    Sintorn, Ida-Maria
    Eurasip Journal on Image and Video Processing, 2013, 2013
  • [8] Efficient Texture Image Retrieval of Improved Completed Robust Local Binary Pattern
    Kurniawardhani, Arrie
    Minarno, Agus Eko
    Bimantoro, Fitri
    2016 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER SCIENCE AND INFORMATION SYSTEMS (ICACSIS), 2016, : 492 - 497
  • [9] Pairwise Cross Pattern: A Color-LBP Descriptor for Content-Based Image Retrieval
    Hao, Qiaohong
    Feng, Qinghe
    Wei, Ying
    Sbert, Mateu
    Lu, Wenhuan
    Xu, Qing
    ADVANCES IN MULTIMEDIA INFORMATION PROCESSING, PT I, 2018, 11164 : 290 - 300
  • [10] An Efficient Color Descriptor Based on Global and Local Color Features for Image Retrieval
    Fierro-Radilla, Atoany N.
    Nakano-Miyatake, Mariko
    Perez-Meana, Hector
    Cedillo-Hernandez, Manuel
    Garcia-Ugalde, Francisco
    2013 10TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, COMPUTING SCIENCE AND AUTOMATIC CONTROL (CCE), 2013, : 233 - 238
12345