• Laser & Optoelectronics Progress
  • Vol. 54, Issue 9, 91002 (2017)
Zhang Xin*, Jin Yanxia, and Xue Dan
Author Affiliations
  • [in Chinese]
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    DOI: 10.3788/lop54.091002 Cite this Article Set citation alerts
    Zhang Xin, Jin Yanxia, Xue Dan. Image Matching Algorithm Based on SICA-SIFT and Particle Swarm Optimization[J]. Laser & Optoelectronics Progress, 2017, 54(9): 91002 Copy Citation Text show less
    References

    [1] Wang Canjin, Sun Tao, Wang Rui, et al. Color image registration based on colored binary local invariant descriptor[J]. Chinese J Lasers, 2015, 42(1): 0109001.

    [2] Sang Zhiming. Several image matching algorithms based on gray[D]. Tianjin: Nankai University, 2011.

    [3] Lowe D G. Distinctive image features from scale-invariant keypoints[J]. International Journal of Computer Vision, 2004, 60(2): 91-110.

    [4] Huang C R, Chen C S, Chung P C. Contrast context histogram-a discriminating local descriptor for image matching[C]. The 18th International Conference on Pattern Recognition, 2006, 4: 53-56.

    [5] Zhou Z Y, Yan M L, Chen S D, et al. Image registration and stitching algorithm of rice low-altitude remote sensing based on Harris corner self-adaptive detection[J]. Transactions of the Chinese Society of Agricultural Engineering, 2015, 31(14): 186-193.

    [6] Yang X F, Huang Y M, Li Y. An improved SUSAN corner detection algorithm based on adaptive threshold[C]. IEEE International Conference on Signal Processing Systems, 2010, 2: 613-616.

    [7] Yang Sa, Xia Minghua, Zheng Zhishuo. Medical image registration algorithm based on polynomial deterministic matrix and SIFT transform[J]. Laser & Optoelectronics Progress, 2016, 53(8): 081002.

    [8] Mikolajczyk K, Schmid C. A performance evaluation of local descriptors[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2005, 27(10): 1615-1630.

    [9] Zhao Ye, Jiang Jianguo, Hong Richang. An optimized SIFT matching based on RANSAC[J]. Opto-Electronic Engineering, 2014, 41(8): 58-65.

    [10] Tao T Y, Kang Z W, Liu J, et al. Small celestial body image feature matching method based on PCA-SIFT[C]. 34th Chinese Control Conference, 2015: 4629-4634 .

    [11] Hou Yimin, Sui Wenxiu, Sun Xiaoxue. SIFT feature dimension reduction method and its application in image retrieval[J]. Chinese J Lasers, 2015, 42(s1): s108002.

    [12] Yi Z, Zhiguo C, Yang X. Multi-spectral remote image registration based on SIFT[J]. Electronics Letters, 2008, 44(2): 107-108.

    [13] Jin Yang. Research on image feature extraction algorithm based on PCA/ICA[D]. Xi′an: Xidian University, 2014.

    [15] Lu Q, Han Q L, Liu S. A finite-time particle swarm optimization algorithm for odor source localization[J]. Information Sciences, 2014, 277: 111-140.

    [16] Delac K, Grgic M, Grgic S. Independent comparative study of PCA, ICA, and LDA on the FERET data set[J]. International Journal of Imaging Systems and Technology, 2005, 15(5): 252-260.

    [17] Hyvrinen A, Karhunen J, Oja E. Independent component analysis[M]. Hoboken: John Wiley & Sons, 2004.

    [18] Yu Zhijing, Wang Shaobin. Improvement of PCA-SIFT algorithm for matching stereo system[J]. Laser & Optoelectronics Progress, 2016, 53(3): 031501.

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    Zhang Xin, Jin Yanxia, Xue Dan. Image Matching Algorithm Based on SICA-SIFT and Particle Swarm Optimization[J]. Laser & Optoelectronics Progress, 2017, 54(9): 91002
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