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Volumn 11, Issue 1, 2011, Pages 908-915

A computer vision approach for weeds identification through Support Vector Machines

Author keywords

Decision making; Image segmentation; Machine vision; Support Vector Machines; Weed identification

Indexed keywords

AREA-BASED; CEREAL CROP; COMPARATIVE ANALYSIS; COMPUTATION POWER; COMPUTER VISION SYSTEM; DECISION PROCESS; IMAGE PROCESSING TECHNIQUE; LOW LEVEL; MACHINE VISION; NEW STRATEGY; PRECISION AGRICULTURE; SPECTRAL SIGNATURE; SUPPORT VECTOR; WEED IDENTIFICATION; WEED SEED;

EID: 77957894745     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2010.01.011     Document Type: Article
Times cited : (126)

References (34)
  • 5
    • 0042573734 scopus 로고    scopus 로고
    • Segmentation of row crop plants from weeds using colour and morphology
    • C.M. Onyango, and J.A. Marchant Segmentation of row crop plants from weeds using colour and morphology Computers and Electronics in Agriculture 39 2003 141 155
    • (2003) Computers and Electronics in Agriculture , vol.39 , pp. 141-155
    • Onyango, C.M.1    Marchant, J.A.2
  • 7
    • 0037367802 scopus 로고    scopus 로고
    • Development of an image processing system and a fuzzy algorithm for site-specific herbicide applications
    • C.C. Yang, S.O. Prasher, J.A. Landry, and H.S. Ramaswamy Development of an image processing system and a fuzzy algorithm for site-specific herbicide applications Precision Agriculture 4 2003 5 18
    • (2003) Precision Agriculture , vol.4 , pp. 5-18
    • Yang, C.C.1    Prasher, S.O.2    Landry, J.A.3    Ramaswamy, H.S.4
  • 8
    • 33644825909 scopus 로고    scopus 로고
    • Practical experiences with a system for site-specific weed control in arable crops using real-time image analysis and GPS-controlled patch spraying
    • R. Gerhards, and H. Oebel Practical experiences with a system for site-specific weed control in arable crops using real-time image analysis and GPS-controlled patch spraying Weed Research 46 2006 185 193
    • (2006) Weed Research , vol.46 , pp. 185-193
    • Gerhards, R.1    Oebel, H.2
  • 9
    • 7744240785 scopus 로고    scopus 로고
    • A review on remote sensing of weeds in agriculture
    • K.R. Thorp, and L.F. Tian A review on remote sensing of weeds in agriculture Precision Agriculture 5 2004 477 508
    • (2004) Precision Agriculture , vol.5 , pp. 477-508
    • Thorp, K.R.1    Tian, L.F.2
  • 10
    • 2542574115 scopus 로고    scopus 로고
    • Spatial stability of Avena sterilis ssp. Ludoviciana populations under annual applications of low rates of imazamethbenz
    • J. Barroso, C. Fernández-Quintanilla, C. Ruiz, P. Hernaiz, and L.J. Rew Spatial stability of Avena sterilis ssp. Ludoviciana populations under annual applications of low rates of imazamethbenz Weed Research 44 2004 178 186
    • (2004) Weed Research , vol.44 , pp. 178-186
    • Barroso, J.1    Fernández-Quintanilla, C.2    Ruiz, C.3    Hernaiz, P.4    Rew, L.J.5
  • 12
    • 51149122703 scopus 로고    scopus 로고
    • PhD thesis, Dpt. Agricultural Sciences, Section of AgroTechnology, The Royal Veterinary and Agricultural University, Denmark
    • B. Bacher, Weed density estimation from digital images in spring barley, PhD thesis, Dpt. Agricultural Sciences, Section of AgroTechnology, The Royal Veterinary and Agricultural University, Denmark, 2001.
    • (2001) Weed Density Estimation from Digital Images in Spring Barley
    • Bacher, B.1
  • 14
    • 0036645195 scopus 로고    scopus 로고
    • An agricultural mobile robot with vision-based perception for mechanical weed control
    • B. Astrand, and A.J. Baerveldt An agricultural mobile robot with vision-based perception for mechanical weed control Autonomous Robots 13 2002 21 35
    • (2002) Autonomous Robots , vol.13 , pp. 21-35
    • Astrand, B.1    Baerveldt, A.J.2
  • 18
    • 34848827405 scopus 로고    scopus 로고
    • A vision-based method for weeds identification through the Bayesian decision theory
    • A. Tellaeche, X.P. Burgos-Artizzu, G. Pajares, and A. Ribeiro A vision-based method for weeds identification through the Bayesian decision theory Pattern Recognition 41 2 2008 521 530
    • (2008) Pattern Recognition , vol.41 , Issue.2 , pp. 521-530
    • Tellaeche, A.1    Burgos-Artizzu, X.P.2    Pajares, G.3    Ribeiro, A.4
  • 21
    • 37249032464 scopus 로고    scopus 로고
    • Design of a computer vision system for a differential spraying operation in precision agriculture using Hebbian learning
    • G. Pajares, A. Tellaeche, X.P. Burgos-Artizzu, and A. Ribeiro Design of a computer vision system for a differential spraying operation in precision agriculture using Hebbian learning IET Computer Vision 1 3-4 2007 93 99
    • (2007) IET Computer Vision , vol.1 , Issue.34 , pp. 93-99
    • Pajares, G.1    Tellaeche, A.2    Burgos-Artizzu, X.P.3    Ribeiro, A.4
  • 22
    • 0032465299 scopus 로고    scopus 로고
    • Environmentally adaptive segmentation algorithm for outdoor image segmentation
    • L.F. Tian, and D.C. Slaughter Environmentally adaptive segmentation algorithm for outdoor image segmentation Computers and Electronics in Agriculture 21 1998 153 168
    • (1998) Computers and Electronics in Agriculture , vol.21 , pp. 153-168
    • Tian, L.F.1    Slaughter, D.C.2
  • 23
    • 0042842434 scopus 로고    scopus 로고
    • Evaluation of global image thresholding for change detection
    • P.L. Rosin, and E. Ioannidis Evaluation of global image thresholding for change detection Pattern Recognition Letters 24 2003 2345 2356
    • (2003) Pattern Recognition Letters , vol.24 , pp. 2345-2356
    • Rosin, P.L.1    Ioannidis, E.2
  • 24
    • 0022266928 scopus 로고
    • A new method for gray-level picture thresholding using the entropy of the histogram
    • J. Kapur, P. Sahoo, and A. Wong A new method for gray-level picture thresholding using the entropy of the histogram Computer Vision Graphics Image Processing 29 3 1985 273 285
    • (1985) Computer Vision Graphics Image Processing , vol.29 , Issue.3 , pp. 273-285
    • Kapur, J.1    Sahoo, P.2    Wong, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.