• Laser & Optoelectronics Progress
  • Vol. 54, Issue 7, 71002 (2017)
Nie Fangyan1、2、*, Li Jianqi1, Zhang Pingfeng2, and Tu Tianyi1、2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    DOI: 10.3788/lop54.071002 Cite this Article Set citation alerts
    Nie Fangyan, Li Jianqi, Zhang Pingfeng, Tu Tianyi. A Threshold Selection Method for Image Segmentation Based on Tsallis Relative Entropy[J]. Laser & Optoelectronics Progress, 2017, 54(7): 71002 Copy Citation Text show less
    References

    [1] Yang Aiping, Bai Huanghuang. Nighttime image defogging based on the theory of Retinex and dark channel prior[J]. Laser & Optoelectronics Progress, 2017, 54(4): 041002.

    [2] Cai H, Yang Z, Cao X, et al. A new iterative triclass thresholding technique in image segmentation[J]. IEEE Transactions on Image Processing, 2014, 23(3): 1038-1046.

    [3] Wang Sukai, Pan Jinxiao, Chen Ping. Adaptive segmentation algorithm for CT image sequence based on structure continuity as prior information[J]. Laser & Optoelectronics Progress, 2016, 53(11): 111006.

    [4] Moser G, Serpico S B. Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery[J]. IEEE Transactions on Geoscience and Remote Sensing, 2006, 44(10): 2972-2982.

    [5] Li Andong, Lin Zaiping, An Wei, et al. Infrared small target detection in compressive domain based on self-adaptive parameter configuration[J]. Chinese J Lasers, 2015, 42(10): 1008003.

    [6] Su Juan, Li Bing, Wang Yanzhao. Infrared image enhancement based on PCNN segmentation and fuzzy set theory[J]. Acta Optica Sinica, 2016, 36(9): 0910001.

    [7] Wang Bo, Wan Lei, Li Ye, et al. Underwater laser image segmentation method based on adaptive pulse coupled neural networks[J]. Acta Optica Sinica, 2015, 35(4): 0410004.

    [8] Otsu N. A threshold selection method from gray-level histograms[J]. IEEE Transactions on Systems Man and Cybernetics, 1979, 9(1): 62-66.

    [9] Kapur J N, Sahoo P K, Wong A K C. A new method for gray-level picture thresholding using the entropy of the histogram[J]. Computer Vision Graphics and Image Processing, 1985, 29(3): 273-285.

    [10] Kittler J, Illingworth J. Minimum error thresholding[J]. Pattern Recognition, 1986, 19(1): 41-47.

    [11] Li C H, Lee C K. Minimum cross entropy thresholding[J]. Pattern Recognition, 1993, 26(4): 617-625.

    [12] Sahoo P, Wilkins C, Yeager J. Threshold selection using Renyi′s entropy[J]. Pattern Recognition, 1997, 30(1): 71-84.

    [13] Albuquerque M P D, Esquef I A, Mello A R G, et al. Image thresholding using Tsallis entropy[J]. Pattern Recognition Letters, 2004, 25(9): 1059-1065.

    [14] Sahoo P K, Arora G. Image thresholding using two-dimensional Tsallis-Havrda-Charvát entropy[J]. Pattern Recognition Letters, 2006, 27(6): 520-528.

    [15] Tang Y G, Di Q Y, Guan X P. Fast recursive algorithm for two-dimensional Tsallis entropy thresholding method[J]. Journal of Systems Engineering and Electronics, 2009, 20(3): 619-624.

    [16] Tang Yinggan, Di Qiuyan, Zhao Lixing, et al. Image thresholding segmentation based on two-dimensional minimum Tsallis-cross entropy[J]. Acta Physica Sinica, 2009, 58(1): 9-15.

    [17] Wu Shihua, Wu Yiquan, Zhou Jianjiang. Thresholding for remote sensing images of rivers based on a fast iterative algorithm of two-dimensional Tsallis cross entropy[J]. Journal of Signal Processing, 2016, 32(5): 598-607.

    [18] Tsallis C. Generalized entropy-based criterion for consistent testing[J]. Physical Review E, 1998, 58(2): 1442-1445.

    [19] Furuichi S, Yanagi K, Kuriyama K. Fundamental properties of Tsallis relative entropy[J]. Journal of Mathematical Physics, 2004, 45(12): 4868-4877.

    [20] Sezgin M. Automatic image thresholding software[EB/OL]. [2017-02-09]. http://mehmetsezgin.net.

    [21] Guo Y, Cheng H D. New neutrosophic approach to image segmentation[J]. Pattern Recognition, 2009, 42(5): 587-595.

    CLP Journals

    [1] Xu Junyang, Wang Huiqin, Wu Meng, Jing Yali. A Crack Detection Algorithm Based on Editing Distance in Pictorial Carved Stone[J]. Laser & Optoelectronics Progress, 2017, 54(8): 81006

    [2] Gong Wenpan, Li Qi, Dong Ruji. Comparison of Composite Image Segmentation Methods for Terahertz Holography Reconstruction Images[J]. Laser & Optoelectronics Progress, 2018, 55(9): 90901

    Nie Fangyan, Li Jianqi, Zhang Pingfeng, Tu Tianyi. A Threshold Selection Method for Image Segmentation Based on Tsallis Relative Entropy[J]. Laser & Optoelectronics Progress, 2017, 54(7): 71002
    Download Citation