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Volumn 22, Issue 2, 2008, Pages 378-384

Multispectral machine vision identification of lettuce and weed seedlings for automated weed control

Author keywords

Machine vision; Multispectral images; Reflectance; Robotics; Weed detection; Weed recognition

Indexed keywords

IDENTIFICATION METHOD; LEAFY VEGETABLE; MECHANICAL CONTROL; NEAR INFRARED; REAL TIME; ROBOTICS; WEED CONTROL;

EID: 46049097344     PISSN: 0890037X     EISSN: None     Source Type: Journal    
DOI: 10.1614/WT-07-104.1     Document Type: Conference Paper
Times cited : (68)

References (31)
  • 1
    • 0036645195 scopus 로고    scopus 로고
    • An agricultural mobile robot with vision-based perception for mechanical weed control
    • Åstrand, B. and A. J. Baerveldt. 2002. An agricultural mobile robot with vision-based perception for mechanical weed control. Autonomous Robots 13:21-35.
    • (2002) Autonomous Robots , vol.13 , pp. 21-35
    • Åstrand, B.1    Baerveldt, A.J.2
  • 2
    • 0000970050 scopus 로고    scopus 로고
    • Reduced input of herbicides by use of optoelectronic sensors
    • Biller, R. H. 1998. Reduced input of herbicides by use of optoelectronic sensors. J. Agric. Eng. Res. 71:357-362.
    • (1998) J. Agric. Eng. Res , vol.71 , pp. 357-362
    • Biller, R.H.1
  • 4
    • 23744478023 scopus 로고    scopus 로고
    • Influence of weed maturity levels on species classification using machine vision
    • Burks, T. A., S. A. Shearer, J. D. Green, and J. R. Heath. 2002. Influence of weed maturity levels on species classification using machine vision. Weed Sci. 50:802-811.
    • (2002) Weed Sci , vol.50 , pp. 802-811
    • Burks, T.A.1    Shearer, S.A.2    Green, J.D.3    Heath, J.R.4
  • 5
    • 14844317138 scopus 로고
    • Economics of cotton losses caused by weeds
    • C. G. McWhorter and J. R. Abernathy, eds, Memphis, TN: The Cotton Foundation
    • Chandler, J. M. and F. T. Cooke. 1992. Economics of cotton losses caused by weeds. Pages 85-116 in C. G. McWhorter and J. R. Abernathy, eds. Weeds of Cotton: Characterization and Control. Memphis, TN: The Cotton Foundation.
    • (1992) Weeds of Cotton: Characterization and Control , pp. 85-116
    • Chandler, J.M.1    Cooke, F.T.2
  • 6
    • 0034232991 scopus 로고    scopus 로고
    • Factors affecting color-based weed detection
    • El-Faki, M. S., N. Zhang, and D. E. Peterson. 2000a. Factors affecting color-based weed detection. Trans. ASAE 43:1001-1009.
    • (2000) Trans. ASAE , vol.43 , pp. 1001-1009
    • El-Faki, M.S.1    Zhang, N.2    Peterson, D.E.3
  • 7
    • 0034473205 scopus 로고    scopus 로고
    • Weed detection using color machine vision
    • El-Faki, M. S., N. Zhang, and D. E. Peterson. 2000b. Weed detection using color machine vision. Trans. ASAE 43:1969-1978.
    • (2000) Trans. ASAE , vol.43 , pp. 1969-1978
    • El-Faki, M.S.1    Zhang, N.2    Peterson, D.E.3
  • 8
    • 0026124532 scopus 로고
    • Shape description of completely visible and partially occluded leaves for identifying plants in digital images
    • Franz, E., M. R. Gebhardt, and K. B. Unklesbay. 1991. Shape description of completely visible and partially occluded leaves for identifying plants in digital images. Trans. ASAE 34:673-681.
    • (1991) Trans. ASAE , vol.34 , pp. 673-681
    • Franz, E.1    Gebhardt, M.R.2    Unklesbay, K.B.3
  • 9
    • 34547518711 scopus 로고    scopus 로고
    • Gray, C. J., D. R. Shaw, J. A. Bond, D. O. Stephenson, IV, and L. R. Oliver. 2007. Assessing the reflective characteristics of Palmer amaranth (Amaranthus palmeri) and pitted morningglory (Ipomoea lacunosa) accessions. Weed Sci. 55:293-298.
    • Gray, C. J., D. R. Shaw, J. A. Bond, D. O. Stephenson, IV, and L. R. Oliver. 2007. Assessing the reflective characteristics of Palmer amaranth (Amaranthus palmeri) and pitted morningglory (Ipomoea lacunosa) accessions. Weed Sci. 55:293-298.
  • 10
    • 0025623673 scopus 로고
    • Optical properties of vegetation canopies
    • M. D. Steven and J. A. Clark, eds, Kent, U.K, Butterworth-Heinemann
    • Guyot, G. 1990. Optical properties of vegetation canopies. Pages 19-43 in M. D. Steven and J. A. Clark, eds. Applications of Remote Sensing in Agriculture. Kent, U.K.: Butterworth-Heinemann.
    • (1990) Applications of Remote Sensing in Agriculture , pp. 19-43
    • Guyot, G.1
  • 11
    • 28744443408 scopus 로고    scopus 로고
    • Spectral reflectance curves to distinguish soybean from common cocklebur (Xanthium strumarium) and sicklepod (Cassia obtusifolia) grown with varying soil moisture
    • Henry, W. B., D. R. Shaw, K. R. Reddy, L. M. Bruce, and H. D. Tamhankar. 2004. Spectral reflectance curves to distinguish soybean from common cocklebur (Xanthium strumarium) and sicklepod (Cassia obtusifolia) grown with varying soil moisture. Weed Sci. 52:788-796.
    • (2004) Weed Sci , vol.52 , pp. 788-796
    • Henry, W.B.1    Shaw, D.R.2    Reddy, K.R.3    Bruce, L.M.4    Tamhankar, H.D.5
  • 13
    • 33750291815 scopus 로고    scopus 로고
    • Differentiation of turfgrass and common weed species using hyperspectral radiometry
    • Hutto, K. C., D. R. Shaw, J. D. Byrd, Jr., and R. L. King. 2006. Differentiation of turfgrass and common weed species using hyperspectral radiometry. Weed Sci. 54:335-339.
    • (2006) Weed Sci , vol.54 , pp. 335-339
    • Hutto, K.C.1    Shaw, D.R.2    Byrd Jr., J.D.3    King, R.L.4
  • 14
    • 0000043946 scopus 로고
    • Derivation of leaf area index from quality of light on the forest floor
    • Jordan, C. F. 1969. Derivation of leaf area index from quality of light on the forest floor. Ecology 50:663-666.
    • (1969) Ecology , vol.50 , pp. 663-666
    • Jordan, C.F.1
  • 15
    • 0002600047 scopus 로고
    • Low-input management of weeds in vegetable fields
    • Lanini, W. T. and M. Le Strange. 1991. Low-input management of weeds in vegetable fields. Calif. Agric. 45:11-13.
    • (1991) Calif. Agric , vol.45 , pp. 11-13
    • Lanini, W.T.1    Le Strange, M.2
  • 17
    • 2042505076 scopus 로고
    • Weed competition in drilled summer lettuce
    • Roberts, H. A., R. T. Hewson, and M. A. Ricketts. 1977. Weed competition in drilled summer lettuce. Hortic. Res. 17:39-45.
    • (1977) Hortic. Res , vol.17 , pp. 39-45
    • Roberts, H.A.1    Hewson, R.T.2    Ricketts, M.A.3
  • 18
    • 46049093652 scopus 로고    scopus 로고
    • SAS Institute. 2007. SAS OnlineDoc, Version 9.1.3, Cary, NC. onlinedoc/913/docMainpage.jsp. Accessed: February 6, 2008
    • SAS Institute. 2007. SAS OnlineDoc, Version 9.1.3, Cary, NC. http://support. sas.com/onlinedoc/913/docMainpage.jsp. Accessed: February 6, 2008.
  • 19
    • 0042553279 scopus 로고
    • Smoothing and differentiation of data by simplified least squares procedures
    • Savitzky, A. and M.J.E. Golay. 1964. Smoothing and differentiation of data by simplified least squares procedures. Anal. Chem. 36:1627-1638.
    • (1964) Anal. Chem , vol.36 , pp. 1627-1638
    • Savitzky, A.1    Golay, M.J.E.2
  • 20
    • 14744269926 scopus 로고    scopus 로고
    • Applications of spectral reflectance techniques in northern European cereal production: A review
    • Scotford, I. M. and P.C.H. Miller. 2005. Applications of spectral reflectance techniques in northern European cereal production: a review. Biosyst. Eng. 90:235-250.
    • (2005) Biosyst. Eng , vol.90 , pp. 235-250
    • Scotford, I.M.1    Miller, P.C.H.2
  • 21
    • 0029783140 scopus 로고    scopus 로고
    • Shrefler, J. W., W. M. Stall, and J. A. Dusky. 1996. Spiny amaranth (Amaranthus spinosus L.) a serious competitor to crisphead lettuce (Lactuca sativa L.). HortSci. 31:347-348.
    • Shrefler, J. W., W. M. Stall, and J. A. Dusky. 1996. Spiny amaranth (Amaranthus spinosus L.) a serious competitor to crisphead lettuce (Lactuca sativa L.). HortSci. 31:347-348.
  • 23
    • 14844331525 scopus 로고    scopus 로고
    • Discriminating weeds from processing tomato plants using visible and near-infrared spectroscopy
    • Slaughter, D. C., W. T. Lanini, and D. K. Giles. 2004. Discriminating weeds from processing tomato plants using visible and near-infrared spectroscopy. Trans. ASAE 47:1907-1911.
    • (2004) Trans. ASAE , vol.47 , pp. 1907-1911
    • Slaughter, D.C.1    Lanini, W.T.2    Giles, D.K.3
  • 24
    • 0345591924 scopus 로고
    • Comments on smoothing and differentiation of data by simplified least square procedure
    • Steinier, J., Y. Termonia, and J. Deltour. 1972. Comments on smoothing and differentiation of data by simplified least square procedure. Anal. Chem. 44:1906-1909.
    • (1972) Anal. Chem , vol.44 , pp. 1906-1909
    • Steinier, J.1    Termonia, Y.2    Deltour, J.3
  • 25
    • 0018465733 scopus 로고
    • Red and photographic infrared linear combinations for monitoring vegetation
    • Tucker, C. J. 1979. Red and photographic infrared linear combinations for monitoring vegetation. Remote Sens. Environ. 8:127-150.
    • (1979) Remote Sens. Environ , vol.8 , pp. 127-150
    • Tucker, C.J.1
  • 26
    • 0000143916 scopus 로고
    • The role of uncultivated land in the biology of crop pests and beneficial insects
    • van Emden, H. F. 1965. The role of uncultivated land in the biology of crop pests and beneficial insects. Sci. Hortic. 17:121-136.
    • (1965) Sci. Hortic , vol.17 , pp. 121-136
    • van Emden, H.F.1
  • 27
    • 46049098831 scopus 로고    scopus 로고
    • Vargas, R., W. B. Fischer, H. M. Kempen, and S. D. Wright. 1996. Cotton weed management. Pages 187-202 in S. J. Hake, T. A. Kerby, and K. D. Hake, eds. Cotton Production Manual. Publication 3352. Oakland, CA: University of California, Division of Agriculture and Natural Resources.
    • Vargas, R., W. B. Fischer, H. M. Kempen, and S. D. Wright. 1996. Cotton weed management. Pages 187-202 in S. J. Hake, T. A. Kerby, and K. D. Hake, eds. Cotton Production Manual. Publication 3352. Oakland, CA: University of California, Division of Agriculture and Natural Resources.
  • 29
    • 0029107676 scopus 로고
    • Shape features for identifying young weeds using image analysis
    • Woebbecke, D. M., G. E. Meyer, K. Von Bargen, and D. A. Mortensen. 1995. Shape features for identifying young weeds using image analysis. Trans. ASAE 38:271-281.
    • (1995) Trans. ASAE , vol.38 , pp. 271-281
    • Woebbecke, D.M.1    Meyer, G.E.2    Von Bargen, K.3    Mortensen, D.A.4
  • 30
    • 4243129084 scopus 로고    scopus 로고
    • Differentiation of crop and weeds by decision-free analysis of multi-spectral data
    • Yang, C.-C., S. O. Prasher, and P. K. Goel. 2004. Differentiation of crop and weeds by decision-free analysis of multi-spectral data. Trans. ASAE 47:873-879.
    • (2004) Trans. ASAE , vol.47 , pp. 873-879
    • Yang, C.-C.1    Prasher, S.O.2    Goel, P.K.3
  • 31
    • 0032078306 scopus 로고    scopus 로고
    • A review of spectral properties of plants and their potential use for crop/weed discrimination in row-crops
    • Zwiggelaar, R. 1998. A review of spectral properties of plants and their potential use for crop/weed discrimination in row-crops. Crop Protect. 17:189-206.
    • (1998) Crop Protect , vol.17 , pp. 189-206
    • Zwiggelaar, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.