• Optics and Precision Engineering
  • Vol. 27, Issue 3, 702 (2019)
FAN Yan-guo*, CHAI Jiang-long, XU Ming-ming, WANG Bin, and HOU Qiu-shi
Author Affiliations
  • [in Chinese]
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    DOI: 10.3788/ope.20192703.0702 Cite this Article
    FAN Yan-guo, CHAI Jiang-long, XU Ming-ming, WANG Bin, HOU Qiu-shi. Improved fast Image registration algorithm based on ORB and RANSAC fusion[J]. Optics and Precision Engineering, 2019, 27(3): 702 Copy Citation Text show less
    References

    [1] YU X CH, LU ZH H, HU D. Review of remote sensing image registration techniques [J]. Opt. Precision Eng., 2013, 21(11): 2960-2972. (in Chinese)

    [2] WANG ZH Q, CHENG H, YANG G, et al.. Fast target location method for global image registration [J].Infrared and Laser Engineering, 2015, 44(S1): 225-229. (in Chinese)

    [3] WANG ZH SH, YANG F B, JI L E, et al.. Optical and SAR image registration based on cluster segmentation and mathematical morphology [J]. Acta Optica Sinica, 2014, 34(2): 0215002. (in Chinese)

    [4] LI Y F, LI G Z, GU SH H, et al.. Image mosaic algorithm based on area blocking and SIFT[J].Opt. Precision Eng.,2016,24(5): 1197-1205. (in Chinese)

    [5] HU SH J, JIANG P, CHEN Z H. Panoramic image mosaic based on sequence image [J].Journal of Hefei University of Technology : Natural Science, 2003, 26(4): 525-528. (in Chinese)

    [6] MIKOLAJCZYK K, SCHMID C. Scale & affine invariant interest point detectors [J]. International Journal of Computer Vision, 2004, 60(1), 63-86.

    [7] ZENG Y, WANG Y Q, TAN J B. Improved algorithm for SIFT feature extraction and matching [J]. Opt. Precision Eng., 2011, 19(6): 1391-1397. (in Chinese)

    [8] RUBLEE E, RABAUD V, KONOLIGE K, et al.. ORB: An efficient alternative to SIFT or SURF[C]. IEEE International Conference on Computer Vision. IEEE, 2012: 2564-2571.

    [9] LI X H, XIE CH M, JIA Y ZH, et al.. Rapid moving object detection algorithm based on ORB feature [J].Journal of Electronic Measurement and Instrument, 2013, 27(5): 455-460. (in Chinese)

    [10] ZHUO L, GENG Z, ZHANG J, et al.. ORB feature based web pornographic image recognition [J].Neurocomputing, 2016, 173(P3): 511-517.

    [11] XIA K F, LI P F, CHEN X P. Robust method for homography matrix estimation based on improved RANSAC algorithm[J].Computer Engineering and Applications,2017,53(23): 147-152. (in Chinese)

    [12] SUN H, WANG CH, WANG R SH. A review of local invariant features [J].Journal of Image and Graphics. 2011(2): 141-151. (in Chinese)

    [13] HARRIS C. A combined corner and edge detector [J]. Proc Alvey Vision Conf, 1988(3): 147-151.

    [14] SUN SH Y, ZHANG Y, HU Y J, et al.. Fast mosaic method of unmanned aerial vehicle reconnaissance video based on improvement model fitting [J]. Infrared and Laser Engineering.2018, 47(9): 382-390. (in Chinese)

    [15] WANG R, ZHU ZH D. SIFT matching with color invariant characteristics and global context[J].Opt. Precision Eng., 2015, 23(1): 295-301. (in Chinese)

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    FAN Yan-guo, CHAI Jiang-long, XU Ming-ming, WANG Bin, HOU Qiu-shi. Improved fast Image registration algorithm based on ORB and RANSAC fusion[J]. Optics and Precision Engineering, 2019, 27(3): 702
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