• Optics and Precision Engineering
  • Vol. 23, Issue 8, 2357 (2015)
ZHAO Chun-Yang1,2,3,* and ZHAO Huai-Ci1,3
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    DOI: 10.3788/ope.20152308.2357 Cite this Article
    ZHAO Chun-Yang, ZHAO Huai-Ci. Accuracy and robust estimation of homography based on feature point location noise[J]. Optics and Precision Engineering, 2015, 23(8): 2357 Copy Citation Text show less
    References

    [1] DUAN Y N,CHEN W, WANG M ZH. A relative radiometric correction method for airborne image using outdoor calibration and image statistics [J]. IEEE Transaction on Geoscience and Remote Sensing, 2014, 52(8): 5164-5174.

    [2] YANG L, LI G J, WANG L R. Registration between multiple sequences for scene construction[J]. Opt. Precision Eng., 2015, 23(2): 557-565. (in Chinese)

    [3] WANG J B, ZHU M. Realtime image registration based on dictionary feature descriptor[J]. Opt. Precision Eng., 2014, 22(6): 1613-1621. (in Chinese)

    [4] ZARAGOZA J, CHIN T J, TRAN Q H. As-projective-as-possible image stitching with moving DLT [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence,2014, 36(7): 1285-1298.

    [5] WANG F, CHENG M, CHEN X P. An RGB-D image alignment algorithm for robotic mapping in indoor environments[J]. ROBOT, 2015, 37(2): 129-135. (in Chinese)

    [6] HARTLEY R, ZISSERMAN A. Multiple View Geometry in Computer Vision[M]. 2nd Edition. Cambridge: Cambridge University Press, 2004,87-129.

    [7] HARTLEY R. In defense of the eight-point algorithm [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1997, 19(6): 580-593.

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

    [9] ROUSSEEUW P J. Least median of squares regression [J]. Journal of the American Statistical Association, 1984, 79(388): 871-880.

    [10] YAN Q, XU Y, YANG X K. HEASK: robust homography estimation based on appearance similarity and keypoint correspondences [J]. Pattern Recognition, 2014, 47(1): 368-387.

    [11] MOU W, WANG H, SEET G. Robust homography estimation based on nonlinear least squares optimization [J]. Mathematical Problems in Engineering, 2014: 372-377.

    [12] CHUM O, MATAS J. Matching with prosa progressive sample consensus [C]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2005,220-226.

    [13] RAGURAM R,FRAHM J M,POLLEFEYS M. A comparative analysis of ransac techniques leading to adaptive real-time random sample consensus [C]. European Conference on Computer Vision, 2008,500-513.

    [14] TORR P,ZISSERMAN A. Mlesac: a new robust estimator with application to estimating image geometry [J]. Computer Vision and Image Understanding, 2000, 78(1): 138-156.

    [15] TORR P. Bayesian model estimation and selection for epipolar geometry and generic manifold fitting[J]. International Journal of Computer Vision, 2002, 50(1): 35-61.

    [16] LEBEDA K, MATAS J, CHUM O. Fixing the locally optimized RANSAC [C]. Proceeding of the British Machine Vision Conference, Guildford, ENGLAND, 2012.

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

    [18] BAY H, TUYTELAARS T. SURF: Speeded Up Robust Features[C]. European Conference on Computer Vision, Graz, Austria, 2006: 404-417.

    [19] STEELE R MATT, CHRISTOPHERh JAYNES. Feature uncertainty arising from covariant image noise[C]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, San Diego, CA, 2005: 1063-1070.

    [20] ABDEL-HAKIM A E,FARAG A A. Farag. A novel stability quantification of detected interest points in scale-space[C]. International Conference on Pattern Recognition, Tampa, FL, 2008,124-127.

    [21] BEMHARD Z, PIERRE F G, FLORIAN S,et al.. Estimation of location uncertainty for scale invariant feature points[C]. British Machine Vision Conference, London, United Kingdom, 2009,1-12.

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    ZHAO Chun-Yang, ZHAO Huai-Ci. Accuracy and robust estimation of homography based on feature point location noise[J]. Optics and Precision Engineering, 2015, 23(8): 2357
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