A Novel SSDA-based Block Matching Algorithm for Image Stabilization

被引：3
|
作者：
Wang Zhongkai [1 ]
Wang Bo [1 ]
Zhou Zhiqiang [1 ]
Dong Ranran [1 ]
机构：
[1] Beijing Inst Technol, Sch Automat, Beijing 100081, Peoples R China
来源：
2015 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS IHMSC 2015, VOL I | 2015年
关键词：
block matching; SSDA; image stabilization; Sparsity Strategy; Weighted MAD-based Voting Theory; SEARCH ALGORITHM; MOTION;
D O I：
10.1109/IHMSC.2015.55
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 paper, a novel SSDA-based block matching algorithm for image stabilization is proposed. Block matching is a general and most frequently used image stabilization method with high stability and quality. And the Sequential Similarity Detection Algorithm (SSDA) is an efficient tool in the determination of local similarity between two data sets. Therefore we put forward an improved SSDA to accelerate the processing speed. Besides, Sparsity Strategy and Weighted MAD-based Voting Theory are also introduced. Experimental results demonstrate that the proposed method outperforms previous algorithms in terms of rapidity and accuracy.
引用
收藏
页码：286 / 290
页数：5
相关论文
共 50 条
  • [41] A novel image matching algorithm based on sliding histograms of oriented gradients
    Miramontes-Jaramillo, D.
    Kober, V. I.
    Diaz-Ramirez, V. H.
    Karnaukhov, V. N.
    JOURNAL OF COMMUNICATIONS TECHNOLOGY AND ELECTRONICS, 2014, 59 (12) : 1446 - 1450
  • [42] Video stabilization algorithm based on the characteristics matching
    Ji, S.-J. (shujiaoji@163.com), 1600, Editorial Board of Jilin University (43):
  • [43] A novel Algorithm for Image Compression and Pattern Matching
    Shamna, P.
    Tripti, C.
    Augustine, Paul
    2013 THIRD INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING AND COMMUNICATIONS (ICACC 2013), 2013, : 224 - 227
  • [44] A Novel Block Matching Algorithm for Motion Vector Estimation
    Kabir, M. H.
    Haque, M. A.
    2009 IEEE PACIFIC RIM CONFERENCE ON COMMUNICATIONS, COMPUTERS AND SIGNAL PROCESSING, VOLS 1 AND 2, 2009, : 106 - 111
  • [45] A novel partial block matching motion estimation algorithm
    Sun, XH
    Jin, GY
    Huang, M
    X, GY
    THIRD INTERNATIONAL SYMPOSIUM ON MULTISPECTRAL IMAGE PROCESSING AND PATTERN RECOGNITION, PTS 1 AND 2, 2003, 5286 : 839 - 842
  • [46] Parallel algorithm based on improved SSDA in TEM
    Hu, Kai
    Zhang, Xinyu
    Yang, Rui
    Liu, Deqing
    Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 2009, 35 (10): : 1224 - 1227
  • [47] Design of A Novel Image Block Encryption Algorithm Based on Chaotic Systems
    Peng, Jun
    Zhang, Du
    Liao, Xiaofeng
    PROCEEDINGS OF THE 8TH IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS, 2009, : 215 - +
  • [48] A Matching Algorithm of the Image Based on SEC
    Han, X. W.
    Zhang, J.
    Yin, C. X.
    INTERNATIONAL CONFERENCE ON AUTOMATION, MECHANICAL AND ELECTRICAL ENGINEERING (AMEE 2015), 2015, : 712 - 717
  • [49] Block Image Encryption Algorithm Based on Novel Chaos and DNA Encoding
    Zhao, Jianfeng
    Wang, Shuying
    Zhang, Litao
    INFORMATION, 2023, 14 (03)
  • [50] HYBRID TEMPLATE AND BLOCK MATCHING ALGORITHM FOR IMAGE INTRA PREDICTION
    Cherigui, Safa
    Guillemot, Christine
    Thoreau, Dominique
    Guillotel, Philippe
    Perez, Patrick
    2012 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2012, : 781 - 784
12345