Study on temporal variation in citrus canopy using thermal imaging for citrus fruit detection

被引:86
作者
Bulanon, D. M. [1 ]
Burks, T. F. [1 ]
Alchanatis, V. [2 ]
机构
[1] Univ Florida, Dept Agr & Biol Engn, Gainesville, FL 32611 USA
[2] Agr Res Org, Volcani Ctr, IL-50250 Bet Dagan, Israel
关键词
D O I
10.1016/j.biosystemseng.2008.08.002
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
This paper presents a study of the thermal temporal variation in citrus canopy as a potential approach for improving fruit detection for harvesting orange. Tree canopy was monitored on 24 h cycles using a thermal infrared camera. Four different trees (4 regions of interest in 4 different tree canopies) were observed on four separate days. Surface temperature of the fruit, ambient temperature and relative humidity (RH) were measured using a portable Dew Point Meter. The acquired thermal images were corrected for fruit emissivity, which was estimated to be 0.90, the ambient temperature, the RH and the reflected temperature. Fruit and canopy temperature profile demonstrated a relatively large temperature gradient, which occurred from afternoon (16:00) until midnight. This was evident from the acquired thermal images of the canopy. In addition, the fruits were successfully segmented in the thermal images using image processing techniques during the time range of the largest temperature difference, which suggest potential application of thermal imaging for improved detection for harvesting. (C) 2008 IAgrE. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:161 / 171
页数:11
相关论文
共 19 条
  • [1] ALCHANATIS V, 2006, 061171 AM SOC AGR BI
  • [2] Emissivity considerations in building thermography
    Avdelidis, NP
    Moropoulou, A
    [J]. ENERGY AND BUILDINGS, 2003, 35 (07) : 663 - 667
  • [3] Bentley R.E., 1998, Handbook of Temperature Measurement, V1
  • [4] Segmentation algorithm for the automatic recognition of Fuji apples at harvest
    Bulanon, DM
    Kataoka, T
    Ota, Y
    Hiroma, T
    [J]. BIOSYSTEMS ENGINEERING, 2002, 83 (04) : 405 - 412
  • [5] Burks T.F., 2007, 073125 AM SOC AGR BI
  • [6] *FLIR SYST, 2004, THERMACAM S65 OP MAN
  • [7] The use of portable thermal imaging for estimating deer population density in forest habitats
    Gill, RMA
    Thomas, ML
    Stocker, D
    [J]. JOURNAL OF APPLIED ECOLOGY, 1997, 34 (05) : 1273 - 1286
  • [8] Detection of foreign bodies in food by thermal image processing
    Ginesu, G
    Giusto, DD
    Märgner, V
    Meinlschmidt, P
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2004, 51 (02) : 480 - 490
  • [9] Gonzalez Rafael C, 2004, Digital Image processing using MATLAB
  • [10] Hellebrand H. J., 2001, 6 INT S FRUIT NUT VE