A color selection method for crops based on machine vision

被引:0
|
作者
Gao, Mingyu [1 ]
Wu, Shuang [1 ]
Yang, Yuxiang [1 ]
Huang, Jiye [1 ]
机构
[1] Hangzhou DianZi Univ, Dept Elect & Informat, Hangzhou, Peoples R China
基金
浙江省自然科学基金;
关键词
machine vision; color selection; divide pixels; CCD; DSP; FPGA;
D O I
10.1109/IMCCC.2018.00205
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The traditional crop classification uses artificial method all along, which has high cost and low efficiency. An automatic sorting method based on machine vision is proposed in this paper. Firstly, the non-uniformity correction of the CCD original signal is performed. Then the correction signal is converted from RGB color space to HSV space. The floodfill algorithm can obtain target pixel threshold value. The threshold segmentation data of the HSV color space is used to extract the target material. Finally all the pixels of the full image are divided to determine the location of the target material. The purpose of sorting the color and size of the material is achieved.
引用
收藏
页码:973 / 978
页数:6
相关论文
共 50 条
  • [21] Machine vision selection guidelines
    Shimoyama, S
    I&CS-INSTRUMENTATION & CONTROL SYSTEMS, 1996, 69 (02): : 59 - 62
  • [22] Assessment of fresh pork color with color machine vision
    Tan, FJ
    Morgan, MT
    Ludas, LI
    Forrest, JC
    Gerrard, DE
    JOURNAL OF ANIMAL SCIENCE, 2000, 78 (12) : 3078 - 3085
  • [23] Color machine vision system: An alternative for color measurement
    Luzuriaga, DA
    Balaban, MO
    PROCEEDINGS OF THE WORLD CONGRESS OF COMPUTERS IN AGRICULTURE AND NATURAL RESOURCES, 2001, : 93 - 100
  • [24] Image Retrieval Method Based on Vision Feature of Color
    Dai, Yingmeng
    Wei, Linfeng
    Luo, Cong
    SENSORS, MEASUREMENT AND INTELLIGENT MATERIALS, PTS 1-4, 2013, 303-306 : 1406 - +
  • [25] Color matching method based on machine learning
    Qian, Guoliang
    Chen, Bin
    Shu, Wenhao
    Hong, Yong
    Ma, Peijun
    Ruan Jian Xue Bao/Journal of Software, 1998, 9 (11): : 845 - 850
  • [26] Color machine vision for autonomous vehicles
    Buluswar, SD
    Draper, BA
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 1998, 11 (02) : 245 - 256
  • [27] Color in machine vision and its application
    Tao, LM
    Xu, GY
    CHINESE SCIENCE BULLETIN, 2001, 46 (17): : 1411 - 1421
  • [28] Color in machine vision and its application
    TAO Linmi & XU GuangyouDepartment of Computer Science and Technology
    Chinese Science Bulletin, 2001, (17) : 1411 - 1421
  • [29] Color models for outdoor machine vision
    Buluswar, SD
    Draper, BA
    COMPUTER VISION AND IMAGE UNDERSTANDING, 2002, 85 (02) : 71 - 99
  • [30] COLOR-VISION - MACHINE AND HUMAN
    PARKKINEN, J
    JAASKELAINEN, T
    VISUAL COMMUNICATIONS AND IMAGE PROCESSING IV, PTS 1-3, 1989, 1199 : 1184 - 1192