Multi-spectral vision system for weed detection

被引:60
|
作者
Feyaerts, F [1 ]
van Gool, L [1 ]
机构
[1] Katholieke Univ Leuven, Dept Elect Engn, ESAT, PSI VISICS, B-3001 Heverlee, Leuven, Belgium
关键词
online inspection; precision farming; multi-spectral reflectance sensor; classification;
D O I
10.1016/S0167-8655(01)00006-X
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The proposed online system distinguishes crop from weeds based on multi-spectal reflectance gathered with an imaging spectrograph. Under field conditions, up to 86% of the vegetation samples (80% of crop. 91% of weed) were recognized herbicide reductions of up to 90%. (C) 2001 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:667 / 674
页数:8
相关论文
共 50 条
  • [1] Development of a multi-spectral vision system for the detection of defects on apples
    Kleynen, O
    Leemans, V
    Destain, MF
    [J]. JOURNAL OF FOOD ENGINEERING, 2005, 69 (01) : 41 - 49
  • [2] Weed detection in multi-spectral images of cotton fields
    Alchanatis, V
    Ridel, L
    Hetzroni, A
    Yaroslavsky, L
    [J]. COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2005, 47 (03) : 243 - 260
  • [3] Use of airborne multi-spectral imagery for weed detection in field crops
    Goel, PK
    Prasher, SO
    Patel, RM
    Smith, DL
    DiTommaso, A
    [J]. TRANSACTIONS OF THE ASAE, 2002, 45 (02): : 443 - 449
  • [4] Multi-spectral saliency detection
    Wang, Qi
    Yan, Pingkun
    Yuan, Yuan
    Li, Xuelong
    [J]. PATTERN RECOGNITION LETTERS, 2013, 34 (01) : 34 - 41
  • [5] Multi-spectral pedestrian detection
    Yuan, Yuan
    Lu, Xiaoqiang
    Chen, Xiao
    [J]. SIGNAL PROCESSING, 2015, 110 : 94 - 100
  • [6] Multi-spectral change detection
    Peli, T
    Young, M
    Ellis, K
    [J]. ALGORITHMS FOR MULTISPECTRAL AND HYPERSPECTRAL IMAGERY III, 1997, 3071 : 97 - 105
  • [7] Multi-Spectral Imaging for Weed Identification in Herbicides Testing
    Lopez, Luis O.
    Ortega, Gloria
    Aguera-Vega, Francisco
    Carvajal-Ramirez, Fernando
    Martinez-Carricondo, Patricio
    Garzon, Ester M.
    [J]. INFORMATICA, 2022, 33 (04) : 771 - 793
  • [8] Autonomous Mobile Robot for Apple Plant Disease Detection based on CNN and Multi-Spectral Vision System
    Karpyshev, Pavel
    Ilin, Valery
    Kalinov, Ivan
    Petrovsky, Alexander
    Tsetserukou, Dzmitry
    [J]. 2021 IEEE/SICE INTERNATIONAL SYMPOSIUM ON SYSTEM INTEGRATION (SII), 2021, : 157 - 162
  • [9] Multi-spectral video endoscopy system for the detection of cancerous tissue
    Leitner, Raimund
    De Biasio, Martin
    Arnold, Thomas
    Cuong Viet Dinh
    Loog, Marco
    Duin, Robert P. W.
    [J]. PATTERN RECOGNITION LETTERS, 2013, 34 (01) : 85 - 93
  • [10] Multi-spectral temperature measuring system based on photoelectric detection
    Zhang Lei
    Chen Shao-wu
    Zhao Hai-chuan
    Wang Ping
    Wu Jun-jie
    [J]. CHINESE OPTICS, 2019, 12 (02): : 289 - 293