Visual feedback guided robotic cherry tomato harvesting

被引:65
作者
Kondo, N [1 ]
Nishitsuji, Y [1 ]
Ling, PP [1 ]
Ting, KC [1 ]
机构
[1] OKAYAMA UNIV, FAC AGR, DEPT AGR ENGN, OKAYAMA 700, JAPAN
来源
TRANSACTIONS OF THE ASAE | 1996年 / 39卷 / 06期
关键词
machine vision; robotics; cherry tomatoes; harvesting; visual sensor; feedback control;
D O I
10.13031/2013.27744
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Harvesting cherry tomatoes is more laborious than harvesting larger size tomatoes because of the high fruit density in every cluster: To save labor costs, robotic harvesting of cherry tomatoes has been studied in Japan. An effective vision algorithm, to detect positions of many small fruits, was developed for guidance of robotically harvested cherry tomatoes. A spectral reflectance in the visible region war identified and extracted to provide high contrast images for the fruit cluster identification. The 3-D position of each fruit cluster was determined using a binocular stereo vision technique. The robot harvested one fruit at a time and the position of the next target fruit was updated based on a newly acquired image and the latest manipulator position. The experimental results showed that this visual feedback control bared harvesting method was effective, with a success rate of 70%.
引用
收藏
页码:2331 / 2338
页数:8
相关论文
共 23 条
  • [1] Arima S., 1994, Journal of the Japanese Society of Agricultural Machinery, V56, P55
  • [2] Fujiura T., 1990, Journal of the Japanese Society of Agricultural Machinery, V52, P35
  • [3] FUJIURA T, 1992, 923517 ASAE
  • [4] HARRELL RC, 1990, T ASAE, V33, P391, DOI 10.13031/2013.31342
  • [5] Kawamura N., 1984, Journal of the Society of Agricultural Machinery, Japan, V46, P353
  • [6] Kondo N, 1995, ACTA HORTIC, P239, DOI 10.17660/ActaHortic.1995.399.28
  • [7] Kondo N., 1990, Journal of the Japanese Society of Agricultural Machinery, V52, P75
  • [8] Kondo N., 1987, Journal of the Japanese Society of Agricultural Machinery, V49, P563
  • [9] Kondo N., 1987, Journal of the Japanese Society of Agricultural Machinery, V49, P476
  • [10] Kondo N., 1985, Journal of the Society of Agricultural Machinery, Japan, V47, P60