光学 精密工程, 2016, 24 (3): 651, 网络出版: 2016-04-13   

基于形态学图像检测的机械手移栽穴苗识别技术

Recognition of seedlings in mechanical transplanting processing by Morphological image detection
作者单位
1 吉林大学 工程仿生教育部重点实验室, 吉林 长春 130025
2 长春市农业机械研究院, 吉林 长春 130052
3 吉林大学 生物与农业工程学院, 吉林 长春 130022
4 吉林大学 通信工程学院, 吉林 长春 130012
5 吉林农业大学 信息技术学院, 吉林 长春 130118
引用该论文

王跃勇, 于海业, 刘媛媛. 基于形态学图像检测的机械手移栽穴苗识别技术[J]. 光学 精密工程, 2016, 24(3): 651.

WANG Yue-yong, YU Hai-ye, LIU Yuan-yuan. Recognition of seedlings in mechanical transplanting processing by Morphological image detection[J]. Optics and Precision Engineering, 2016, 24(3): 651.

参考文献

[1] FENG Q C, ZHAO C J, JIANG K, et al..Design and test of tray-seedling sorting transplanter[J]. Int J Agric & Biol En., 2015, 8(2): 14-20.

[2] 刘效亮, 李其昀. 育苗移栽机械化发展方向[J]. 山东理工大学学报:自然科学版, 2003, 17(3): 108-110.

    LIU X L, LI Q Y. Development tendency of bowl-rear transplanting mechanization[J]. Journal of Shandong University of Technology(Sci & Tech), 2003, 17(3): 108-110. (in Chinese)

[3] 潘启明. 国内外移栽机技术现状和发展趋势[J]. 安徽农业科学, 2013, 41(31): 12478-12479, 12496.

    PAN Q M. Current situation and development trend of domestic and foreign transplanting machine technology [J]. Journal of Anhui Agricultural Science, 2013, 41(31): 12478-12479, 12496. (in Chinese)

[4] CHOI W C, KIM D C, RYU I H, et al.. Development of a seedling pick-up device for vegetable transplanters [J]. Transactions of the Asae, 2002, 45(1): 13-19.

[5] 刘 炜, 刘继展. 穴盘苗移栽机器人末端执行器综述[J]. 农机化研究, 2013, (7): 6-10.

    LIU W, LIU J ZH. Review of end-effectors in tray seedlings transplanting robot[J]. Journal of Agricultural Mechanization Research, 2013, (7): 6-10. (in Chinese)

[6] 刘大纹, 肖英奎, 于海业. 运动仿真系统中嵌入式计算机技术应用[J]. 农业机械学报, 2007, 38(6): 161-163, 177.

    LIU D W, XIAO Y K, YU H Y. Application of the embedded computer technique in motion simulation system[J]. Transactions of the Chinese Society of Agricultural Machinery, 2007, 38(6): 161-163, 177. (in Chinese)

[7] 王跃勇, 于海业. 穴盘幼苗机械手取苗基质完整率影响因素试验与分析[J]. 农业工程学报, 2015, 31(14): 65-71.

    WANG Y Y, YU H Y. Experiment and analysis of impact factors for soil matrix intact rate of manipulator for picking-up plug seedlings[J]. Transactions of Chinese Society of Agricultural Engineering, 2015, 31(14): 65-71. (in Chinese)

[8] 董 微, 周增产, 卜云龙, 等. 穴盘苗自动移栽机研发与应用[J]. 农业工程, 2014, 4(7): 120-124.

    DONG W, ZHOU Z H, BU Y L, et al.. Research and Application of Potted Tray Seedlings Automatic Transplanting Machine[J]. Agricultural Engineering, 2014, 4(7): 120-124. (in Chinese)

[9] 胡 飞, 尹文庆, 陈彩蓉, 等. 基于机器视觉的穴盘幼苗识别与定位研究[J]. 西北农林科技大学学报:自然科学版, 2013, 41(5): 183-188.

    HU F, YIN W Q, CHEN C R, et al..Recognition and localization of plug seedling based on machine vision[J]. Journal of Northwest A & F University (Nat. Sci. Ed. ), 2013, 41(5): 183-188. (in Chinese)

[10] 童俊华. 蔬菜钵苗穴盘间移栽执行器设计、移栽信息监测与路径规划[D]. 杭州: 浙江大学, 2014, 9.

    TONG J H. End-effector Design, Seedling Information Inspection and Path Planning for Transplanting between Vegetable Seedling Trays. ZheJiang University[D]. HangZhou: Zhejiang University, 2014, 9. (in Chinese).

[11] STROPPA R G, LEONARDI F FRIGATO R, et al.. Cartographic update through image digital processing by Mathematical Morphology techniques [C]. International Center for Remote Sensing of Environment, 2009: 1113-1115.

[12] MOSTAFA K, CHIANG J Y, HER I. Edge-detection method using binary morphology on hexagonal images[J]. The Imaging Science Journal, 2015, 63(3): 168-173.

[13] 张雄美, 易昭湘, 田淞, 等. 结合形态学属性断面与支持向量机的合成孔径雷达图像变化检测[J]. 光学 精密工程, 2014, 22(10): 2832-2839.

    ZHANG X M, YI ZH X, TIAN S, et al.. Change detection of SAR images using morphologic attribute profile and support vector machine[J]. Opt. Precision Eng., 2014, 22(10): 2832-2839. (in Chinese)

[14] 王卫星, 田利平, 王悦. 基于改进的图论最小生成树及骨架距离直方图分割细胞图像[J]. 光学 精密工程, 2013, 21(9): 2464-2472.

    WANG W X, TIAN L P, WANG Y. Segmentation of cell images based on improved graph MST and skeleton distance mapping[J]. Opt. Precision Eng., 2013, 21(9): 2464-2472. (in Chinese)

[15] 邹北骥, 张思剑, 朱承璋. 彩色眼底图像视盘自动定位与分割[J]. 光学 精密工程, 2013, 21(4): 1187-1195.

    ZOU B J, ZHANG S J, ZHU CH ZH. Automatic localization and segmentation of optic disk in color fundus image[J]. Opt. Precision Eng., 2013, 21(4): 1187-1195. (in Chinese)

[16] 王灿进, 孙涛, 石宁宁, 等. 基于双隐含层BP算法的激光主动成像识别系统[J]. 光学 精密工程, 2014, 22(6): 1639-1647.

    WANG C J, SUN T, SHI N N. et al.. Laser active imaging and recognition system based on double hidden layer BP algorithm[J]. Opt. Precision Eng., 2014, 22(6): 1639-1647. (in Chinese)

[17] 裘祖荣, 陈浩玉, 胡文川, 等. 嵌入式线结构光角度视觉检测及误差补偿[J]. 光学 精密工程, 2013, 21(10): 2480-2487.

    QIU Z R, CHEN H Y, HU W CH. et al.. Embedded ankle vision inspection and error compensation for line structured lights[J]. Opt. Precision Eng., 2013, 21(10): 2480-2487. (in Chinese)

[18] 韩延祥, 张志胜, 郝 飞, 等. 灰度序列图像中基于纹理特征的移动阴影检测[J]. 光学 精密工程, 2013, 21(11): 2931-2942.

    HAN Y X, ZHANG ZH SH, HAO F. et al.. Shadow detection based on texture features in gray sequence images[J]. Opt. Precision Eng., 2013, 21(11): 2931-2942. (in Chinese)

[19] 余金栋, 张宪民. 用于线纹显微图像的边缘检测算法[J]. 光学 精密工程, 2015, 23(1): 271-281.

    YU J D, ZHANG X M. Edge detection algorithm for lines on microscopic image[J]. Opt. Precision Eng., 2015, 23(1): 271-281. (in Chinese)

[20] 刘明峰, 胡先朋, 廖宜涛, 等. 不同油菜品种适栽期机械化移栽植株形态特征研究[J]. 农业工程学报, 2015, 31(增1): 79-88.

    LIU M F, HU X P, LIAO Y T, et al..Morphological parameters characteristics of mechanically transplanted plant in suitable transplanting period for different rape varieties[J]. Transactions of the Chinese Society of Agricultural Engineering, 2015, 31(Supp1): 79-88 . (in Chinese)

[21] AN D k, LI M Z, ZHANG L. Measurement of tomato leaf area using computer image processing technology [J]. SENSOR LETTERS, 2010, 8(10): 56-60.

[22] QI L, MA X, LIAO X L, et al..An easy measurement method of foliar morphological parameters using image processing technique [C]. American Society of Agricultural and Biological Engineers, 2011(5): 4075-4082.

[23] XUE T, LIU X W, JIN Y X, et al..Bubbles image processing and parameters measurement based on the high-speed photography[C]. International Symposium on Precision Engineering Measurements and Instrumentation, Li jiang, China, (ISPEMI), 2011: 8321.

[24] ZENG D M, CUI W, LIANG L J. An image processing based system for leaf parameter measuring[C]. International Symposium on Photonics and Optoelectronics, 2012: 1-4.

[25] RAFAEL C. GONZALEZ, RICHARD E. et al.. Digital Image Processing Using MATLAB[M]. Beijing: Electronics Industry Press, 2009.

王跃勇, 于海业, 刘媛媛. 基于形态学图像检测的机械手移栽穴苗识别技术[J]. 光学 精密工程, 2016, 24(3): 651. WANG Yue-yong, YU Hai-ye, LIU Yuan-yuan. Recognition of seedlings in mechanical transplanting processing by Morphological image detection[J]. Optics and Precision Engineering, 2016, 24(3): 651.

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