Multi-spectral vision system for weed detection

被引：61

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

来源：

PATTERN RECOGNITION LETTERS | 2001年 / 22卷 / 6-7期

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

页码：667 / 674

页数：8

共 14 条

[1]

BATTEY DE, 1993, SPIE, V2609, P60

[2]

Breiman L., 1993, CLASSIFICATION REGRE

[3]

FELTON WL, 1992, AGR ENG NOV

[4]

FRANZ E, 1995, T ASAE, V32, P625

[5]

Fukunaga K., 1990, INTRO STAT PATTERN R

[6] AUTOMATIC IDENTIFICATION OF 10 WEED SPECIES IN DIGITAL IMAGES USING FOURIER DESCRIPTORS AND SHAPE-PARAMETERS [J].

GERHARDS, R ;

NABOUT, A ;

SOKEFELD, M ;

KUHBAUCH, W ;

ELDIN, HAN .

JOURNAL OF AGRONOMY AND CROP SCIENCE-ZEITSCHRIFT FUR ACKER UND PFLANZENBAU, 1993, 171 (05) :321-328

[7] A PROTOTYPE HAND-HELD PATCH SPRAYER FOR KILLING WEEDS, ACTIVATED BY SPECTRAL DIFFERENCES IN CROP WEED CANOPIES [J].

HAGGAR, RJ ;

STENT, CJ ;

ISAAC, S .

JOURNAL OF AGRICULTURAL ENGINEERING RESEARCH, 1983, 28 (04) :349-358

[8]

HAHN F, 1993, 4 INT S FRUIT NUT VE

[9]

HERRALA E, 1994, PROC SPIE, P33, DOI 10.1117/12.194344

[10]

KNIPLING EB, 1970, PHYSICAL PHYSL BASIS

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