• Acta Optica Sinica
  • Vol. 34, Issue 7, 715002 (2014)
Meng Qingkuan1、*, He Jie1, Qiu Ruicheng1, Ma Xiaodan1、2, Si Yongsheng3, Zhang Man1, and Liu Gang1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • show less
    DOI: 10.3788/aos201434.0715002 Cite this Article Set citation alerts
    Meng Qingkuan, He Jie, Qiu Ruicheng, Ma Xiaodan, Si Yongsheng, Zhang Man, Liu Gang. Crop Recognition and Navigation Line Detection in Natural Environment Based on Machine Vision[J]. Acta Optica Sinica, 2014, 34(7): 715002 Copy Citation Text show less
    References

    [1] J N Wilson. Guidance of agricultural vehicles-a historical perspective [J]. Computers and Electronics in Agriculture, 2000, 25(1): 3-9.

    [2] Shen Chuan, Jiang Huanyu, Bao Yingshi. Research on machinery vision technology and GPS in field of autonomous navigation of agriculture vehicle [J]. Journal of Agricultural Mechanization Research, 2006, (7): 185-188.

    [3] Jiang Guoquan, Ke Xing, Du Shangfeng, et al.. Crop row detection based on machinevision [J]. Acta Optica Sincia, 2009, 29(4): 1015-1020.

    [4] C Gee, J Bossu, G Jones, et al.. Crop/weed discrimination in perspective agronomic images [J]. Computers and Electronics in Agriculture, 2008, 60(1): 49-59.

    [5] Zhao Jiewen, Liu Muhua, Yang Guobin. Discrimination of maure tomato based on HIS color space in Natural Outdoor scenes [J]. Transactions of the Chinese Society of Agricultural Machinery, 2004, 35(5): 122-125.

    [6] An Qiu, Li Zhichen, Ji Changying, et al.. Agricultural robot vision navigation algorithm based on illumination invariant image [J]. Transactions of the Chinese Society of Agricultural Engineering, 2009, 25(11): 2008-212.

    [7] Yao Yuhong, Li Yanfeng, Liu Bowen, et al.. Analysis of real photonic crystal fibers by finite-difference frequency-domain method combined with digital imageprocessing [J]. Acta Pica Sinica, 2008, 28(7):1384-1389.

    [8] Hu Lian, Luo Xiwen, Zeng Shan, et al.. Plant recognition and localization for intra-row mechanical weeding device based on machine vision [J]. Transactions of the Chinese Society of Agricultural Engineering, 2013, 29(10): 12-18.

    [9] Duan Rujiao, Zhao Wei, Huang Songling, et al.. Fast line detection algorithm based on improved Hough transformation [J]. Chinese J Scientific Instrument, 2010, 31(12): 2274-2279.

    [10] Zhao Ruijiao, Li Minzan, Zhang Man, et al.. Rapid crop row detection based on improved Hough transformation [J]. Transactions of the Chinese Society of Agricultural Engineering, 2009, 40(7): 163-165.

    [11] Zhang Jiangxin, Shen Xiaolan, Wang Hui, et al.. Fast multiline detection algorithm using randomized Hough transform [J]. Journal of Zhejiang University of Technology, 2013, 41(3): 344-350.

    [12] Si Yongsheng, Jiang Guoquan, Liu Gang, et al.. Early stage crop rows detection based on least square method [J]. Transactions of the Chinese Society of Agricultural Engineering, 2010, 41(7): 163-167.

    [13] Hu Lian, Luo Xiwen, Zhang Zhigang, et al.. Side-shift offset identification and control of crop row tracking for intra-row mechanical weeding [J]. Transactions of the Chinese Society of Agricultural Engineering, 2013, 29(14): 8-14.

    [14] Zhong Yuzhuo, Qiao Bingxin, Li Shuqing. Robot Vision Technology [M]. Beijing: National Defence Industry Press, 1994. 77-78.

    [15] Lin Weiming, Hu Yuntang. Image segmentation method based on YUV color space for tomato harvesting robot [J]. Transactions of the Chinese Society of Agricultural Machinery, 2012, 43(12): 177-180.

    [16] Wang Xiaorong, Zhao YingKai, Lin JinGuo. Fast target recognition based on YUV model and Gabor filter [J]. Computer Engineering and Design, 2009, 30(20): 4701-4703.

    [17] J J de Dios, N Garcia. Face detection based on a new color space YCgCr [J]. IEEE International Conference on Image Processing, 2003, 3: 909-912.

    [18] Mao Hanping, Zhang Yancheng, Hu Bo. Segmentation of crop disease leaf images using fuzzy C-means clusting algorithm [J]. Transactions of the Chinese Society of Agricultural Engineering, 2008, 24(9): 136-140.

    [19] Chen Guo, Zuo Hongfu. The image adaptive thresholding by index offuzziness [J]. Acta Automatica Sinica, 2003, 29(5): 791-796.

    [20] Liu Jianzhuang. A fuzzy clustering method for image segmentation based on two-dimensional histogram [J]. Acta Electronica Sinica, 1992, 20(9): 40-45.

    [21] Meng Qingkuan, Liu Gang, Zhang Man, et al.. Algorithm for crop rows detection based on liner correlation coefficient constrained [J]. Transactions of the Chinese Society of Agricultural Machinery, 2013, (S): 216-223.

    CLP Journals

    [1] Li Yong, Ding Weili. Navigation Line of Vision Extraction Algorithm Based on Dark Channel[J]. Acta Optica Sinica, 2015, 35(2): 215001

    [2] Tang Jinya, Huang Min, Zhu Qibing. Discrimination of Maize Seeds by Near Infrared Ray Hyperspectral Imaging with Local Learning[J]. Laser & Optoelectronics Progress, 2015, 52(4): 41102

    [3] Zhang Zhenjie, Hao Xiangyang, Liu Songlin, Cheng Chuanqi. Line Detection Based on Hough One-Dimensional Transform[J]. Acta Optica Sinica, 2016, 36(4): 412005

    Meng Qingkuan, He Jie, Qiu Ruicheng, Ma Xiaodan, Si Yongsheng, Zhang Man, Liu Gang. Crop Recognition and Navigation Line Detection in Natural Environment Based on Machine Vision[J]. Acta Optica Sinica, 2014, 34(7): 715002
    Download Citation