• Optics and Precision Engineering
  • Vol. 25, Issue 1, 188 (2017)
QU Yu-fu1,*, LIU Zi-yue1, JIANG Yun-qiu2, ZHOU Dan1, and WANG Yi-fan1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    DOI: 10.3788/ope.20172501.0188 Cite this Article
    QU Yu-fu, LIU Zi-yue, JIANG Yun-qiu, ZHOU Dan, WANG Yi-fan. Self-adaptative variable-metric feature point extraction method[J]. Optics and Precision Engineering, 2017, 25(1): 188 Copy Citation Text show less
    References

    [1] MORAVEC H P. Rover visual obstacle avoidance [C].International Joint Conference on Artificial Intelligence, 2014: 785-790.

    [2] HARRIS C. A combined corner and edge detector [C]. Alvey Vision Conference, 1988: 147-151.

    [3] SIRISHA B, SANDHYA B. Evaluation of distinctive color features from harris corner key points [C].3rd IEEE International Advance Computing Conference(IACC), Ghazicbad, INDIA 2013, 2013: 22-23, FEB.

    [4] LUO Z. Survey of corner detection techniques in image processing [J]. International Journal of Recent Technology and Engineering, 2013, 2(2): 2277.

    [5] ROSTEN E, PORTER R, DRUMMOND T. Faster and better: a machine learning approach to corner detection [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010, 32(1): 105-119.

    [6] WANG F Y, DI N, JIA P. Image features using scale-space FAST corner detector and SURF descriptor [J]. Chinese Journal of Liquid Crystals and Displays, 2014, 29(4): 598-604.(in Chinese)

    [7] RUBLEE E, RABAUD V, KONOLIGE K, et al.. ORB: an efficient alternative to SIFT or SURF [J]. 2011 International Conference on Computer Vision(ICCV), 2011: 2564-2571.

    [8] NIE H T, LONG K H, MA J, et al.. Fast object recognition under multiple varying background using improved SIFT method [J]. Opt. Precision Eng., 2015, 23(8): 2349-2356.(in Chinese)

    [9] ZHUANG Z, WANG H. A novel nonuniformity correction algorithm based on speeded up robust features extraction [J]. Infrared Physics & Technology, 2015, 73: 281-285.

    [10] SALAHAT E N, SALEH H H M, SLUZEK A S, et al.. Architecture and method for real-time parallel detection and extraction of maximally stable extremal regions(MSERS), US:2016070970-A1 [P]. 2016.

    [11] JIA P, XU N, ZHANG Y. Automatic target recognition based on local feature extraction [J]. Opt. Precision Eng., 2013, 21(7): 1898-1905.(in Chinese)

    [12] LINDEBERG T. Scale-space Theory in Computer Vision [M].Springer Science & Business Media, 2013.

    [13] LINDEBERG T. Feature detection with automatic scale selection [J]. International Journal of Computer Vision, 1998, 30(2): 79-116.

    [14] WANG C J, SUN T, CHEN J. Speeding up local invariant feature matching using parallel technology [J]. Chinese Journal of Liquid Crystals and Displays, 2014, 29(2): 266-274.(in Chinese)

    [15] LOWE D G. Object recognition from local scale-invariant features [C]. IEEE International Conference on the Proceedings of the Seventh, 1999, 2: 1150-1157.

    [16] YU G, MOREL J M. ASIFT: an algorithm for fully affine invariant comparison [J]. Image Processing on Line, 2011, 1: 2105-1232.

    [17] WANG Y M, WANG G J. Image Local Invariant Features and Descriptors [M]. Beijing: National Defence Industry Press, 2010.(in Chinese)

    [18] MARR D. Representing visual information (A) [J].Journal of Optical Society of America, 1977, 10(10): 1400.

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

    [20] PERONA P, MALIK J. Scale-space and edge detection using anisotropic diffusion[J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 1990, 12(7): 629-639.

    [21] GUICHARD F, MONASSE P.Fast computation of a contrast-invariant image representation [J]. IEEE Transactions on Image Processing A, 2000, 11(3): 121-123.

    [22] BIADGIE Y, SOHN K A. Feature detector using adaptive accelerated segment test [C].2014 International Conference in Information Science and Applications(ICISA), 2014: 1-4.

    [23] ROSTEN E, PORTER R, DRUMMOND T. Faster and better: a machine learning approach to corner detection [J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 2008, 32(1): 105-19.

    [24] SUN J, THORPE C, XIE N H, et al.. Object category classification using occluding contours[J]. Lecture Notes in Computer Science, 2010, 6453: 296-305.

    [25] TUYTELAARS T, MIKOLAJCZYK K. Local invariant feature detectors: a survey [J]. Foundations & Trends in Computer Graphics & Vision, 2007, 3(3): 177-280.

    [26] LI SH Q, LEI J J, ZHOU ZH Y, et al.. Zero-disparity adjustment of Multiview stereoscopic images based on SIFT matching [J]. Infrared and Laser Engineering. 2015, 44(2): 764-768.(in Chinese)

    [27] ZHAO A G, WANG H L, YANG X G, et al.. Compressed sense SIFT descriptor mixed with geometrical feature [J]. Infrared and Laser Engineering. 2015, 44(3): 1085-1091.(in Chinese)

    [28] ZHAO CH Y, ZH H C. Multimodality robust local feature descriptors [J].Opt. Precision Eng., 2015, 23(5): 1474-1483.(in Chinese)

    [29] MIKOLAJCZYK K, TUYTELAARS T, SCHMID C. A comparison of affine region detectors [J]. International Journal of Computer Vision, 2005, 65(1): 63-72.

    CLP Journals

    [1] SUN Guo-dong, ZHOU Zhen, WANG Jun-hao, ZHANG Yang, ZHAO Da-xing. Automatic fault recognition algorithm for key parts of train based on sparse coding based spatial pyramid matching and GA-SVM[J]. Optics and Precision Engineering, 2018, 26(12): 3087

    [2] XIONG Jing-ying, DAI Ming. Design of tracker for mobile smart devices[J]. Optics and Precision Engineering, 2017, 25(12): 3152

    [3] FENG Jun, YAN Yu-yu, ZHAO Yan, XIAO Fang, LIU Xiao-ning. A terracotta image partition matching method based on learned invariant feature transform[J]. Optics and Precision Engineering, 2018, 26(7): 1774

    [4] GENG Qing-tian, ZHAO Hao-yu, WANG Yu-ting, ZHAO Hong-wei. A vehicle logo recognition algorithm based on the improved SIFT feature[J]. Optics and Precision Engineering, 2018, 26(5): 1267

    QU Yu-fu, LIU Zi-yue, JIANG Yun-qiu, ZHOU Dan, WANG Yi-fan. Self-adaptative variable-metric feature point extraction method[J]. Optics and Precision Engineering, 2017, 25(1): 188
    Download Citation