Acta Photonica Sinica, Volume. 47, Issue 1, 110002(2018)

Real-time Video Stabilization Based on Minimal Spanning Tree and Modified Kalman Filter

XIE Ya-jin*, XU Zhi-hai, FENG Hua-jun, LI Qi, and CHEN Yue-ting
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    References(15)

    [2] [2] CHEN B H, KOPYLOV A, HUANG S C, et al. Improved global motion estimation via motion vector clustering for video stabilization[J]. Engineering Applications of Artificial Intelligence, 2016, 54(C): 39-48.

    [3] [3] CHANG H C, LAI S H, LU K R. A robust real-time video stabilization algorithm[J]. Journal of Visual Communication and Image Representation, 2006, 17(3): 659-673.

    [5] [5] PUGLISI G, BATTIATO S. A robust image alignment algorithm for video stabilization purposes[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2011, 21(10): 1390-1400.

    [6] [6] KWON O, SHIN J, PAIK J. Edge based adaptive Kalman filtering for real-time video stabilization[C]. IEEE Digest of Technical Papers International Conference on Consumer Electronics, 2006: 75-76.

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

    [9] [9] ZHU Juan-juan, FAN Jing, GUO Bao-long. Adaptive electronic image stabilization algorithm resistant to foreground moving object[J]. Acta Photonica Sinica, 2015, 44(6): 0610002.

    [10] [10] LIU F, GLEICHER M, WANG J, et al. Subspace video stabilization[J]. Acm Transactions on Graphics, 2011, 30(1): 4.

    [11] [11] GRUNDMANN M, KWATRA V, ESSA I. Auto-directed video stabilization with robust L1 optimal camera paths[C]. IEEE Computer Vision and Pattern Recognition, 2011: 225-232.

    [12] [12] DONG J, LIU H. Video stabilization for strict real-time applications[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2017, 27(4): 716-724.

    [13] [13] RUBLEE E, RABAUD V, KONOLIGE K,et al. ORB: An efficient alternative to SIFT or SURF[C]. IEEE International Conference on Computer Vision, 2011: 2564-2571.

    [14] [14] FISCHIER M A, BOLLES R C. Random sample consensus: a paradigm for model fitting with applications toimage analysis and automated cartography[J]. Communications of the ACM, 1981,24(6): 381-395.

    [15] [15] LIU S, YUAN L, TAN P, et al. Steady flow: spatially smooth optical flow for video stabilization[C]. IEEE Computer Vision and Pattern Recognition, 2014: 4209-4216.

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    XIE Ya-jin, XU Zhi-hai, FENG Hua-jun, LI Qi, CHEN Yue-ting. Real-time Video Stabilization Based on Minimal Spanning Tree and Modified Kalman Filter[J]. Acta Photonica Sinica, 2018, 47(1): 110002

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    Paper Information

    Received: Jul. 25, 2017

    Accepted: --

    Published Online: Jan. 30, 2018

    The Author Email: Ya-jin XIE (xieyajin@zju.edu.cn)

    DOI:10.3788/gzxb20184701.0110002

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