Infrared and Laser Engineering, Volume. 45, Issue 4, 428004(2016)

Improved gradient optical flow for digital image stabilization

Lai Lijun*, Xu Zhiyong, and Zhang Xuyao
Author Affiliations
  • [in Chinese]
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    References(13)

    [1] [1] Wang Zhiming, Xu Xiaogang. A survey on electronic image stabilization[J]. Journal of Image and Graphics, 2010, 15(3): 470-480. (in Chinese)

    [2] [2] Zhu Juanjuan, Fan Jing, Guo Baolong. Adaptive electronic image stabilization algorithm resistant to foreground moving object[J]. Acta Photonica Sinica, 2015, 44(6): 45-52. (in Chinese)

    [3] [3] Liu K X, Qian J, Yang R K. Block matching algorithm based on RANSAC algorithm[C]//2010 International Conference on IASP, 2010: 400-405.

    [4] [4] Zhong Ping. Application of improved representative point match algorithm in electronic image stabilization[J]. Optical Technique, 2005, 31(5): 742-745. (in Chinese)

    [5] [5] Sanjeev Kumar, Haleh Azartash, Mainak Biswas. Real-time affine global motion estimation using phase correlation and its application for digital image stabilization[J]. IEEE Transactions on Image Processing, 2011, 20(12): 3406-3418.

    [6] [6] Qi Hong, Ren Hong, Tian Shaoqing, et al. An improved electronic image stabilization method based on gray projection[J]. Acta Scientiarum Naturalium Universitatis Sunyatseni, 2012, 2(5): 44-49. (in Chinese)

    [7] [7] Battiato S, Gallo G, Puglisi G, et al. SIFT features tracking for video stabilization[C]//IEEE International Conference on Image Analysis and Processing, 2007: 825-830.

    [8] [8] Lee K -Y, Yu Y, Chuang B -Y, et al. Video stabilization using robust feature trajectories[C]//IEEE 12th International Conference on Computer Vision, 2009: 1394-1404.

    [9] [9] Zhou Yajun, Tao Shengxiang, Zhang shu, et al. Image stabilization algorithm based on Harris[J]. Laser & Infrared, 2009, 39(5): 555-557. (in Chinese)

    [10] [10] Chen Xiaolu, Dai Ming, Ge Ming, et al. Fast smoothing point-feature trajectories for digital image stabilization[J]. Infrared and Laser Engineering, 2014, 43(6): 1988-1993. (in Chinese)

    [11] [11] Nishizaka Y, Yamaguchi T, Harada H. Optical flow estimation using compensation method[C]//ICCAS-SICE, Fukuoka, 2009: 2680-2684.

    [12] [12] Chang Huangchang, Lai Shanghong, Lu Kuangrong. A robust real time video stabilization algorithm[C]//J vis Commun,ImageR -17, 2006: 659-673.

    [13] [13] Horn B K P, Schunck B G. Determining optical flow[J]. Artificial Intelligence, 1981, 17(13): 185-203.

    CLP Journals

    [1] Yin Lihua, Li Fanming, Liu Shijian. Panoramic image stabilization algorithm based on region segmentation and fusion[J]. Infrared and Laser Engineering, 2018, 47(9): 926004

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    Lai Lijun, Xu Zhiyong, Zhang Xuyao. Improved gradient optical flow for digital image stabilization[J]. Infrared and Laser Engineering, 2016, 45(4): 428004

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    Paper Information

    Category: 景象信息处理

    Received: Aug. 11, 2015

    Accepted: Sep. 20, 2015

    Published Online: May. 11, 2016

    The Author Email: Lijun Lai (lailj864@163.com)

    DOI:10.3788/irla201645.0428004

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