메뉴 건너뛰기




Volumn 8, Issue 6, 2015, Pages 20-29

Crop positioning for robotic intra-row weeding based on machine vision

Author keywords

Computer vision; Crop sensing; Mechanical weeding; Precision agriculture; Real time image processing

Indexed keywords

CAMERAS; COLOR IMAGE PROCESSING; CROPS; IMAGE MATCHING; IMAGE PROCESSING; IMAGE SEGMENTATION; LOCATION; MEDIAN FILTERS; PINHOLE CAMERAS; ROBOTICS; ROBOTS;

EID: 84962027651     PISSN: 19346344     EISSN: 19346352     Source Type: Journal    
DOI: 10.3965/j.ijabe.20150806.1932     Document Type: Article
Times cited : (22)

References (27)
  • 1
    • 38549112647 scopus 로고    scopus 로고
    • Mechanical within-row weed control for transplanted crops using computer vision
    • Tillett N D, Hague T, Grundy A C, Dedousis A P. Mechanical within-row weed control for transplanted crops using computer vision. Biosystems Engineering, 2008; 99(2): 171−178. doi: 10.1016/j.biosystemseng.2007.09.026.
    • (2008) Biosystems Engineering , vol.99 , Issue.2 , pp. 171-178
    • Tillett, N.D.1    Hague, T.2    Grundy, A.C.3    Dedousis, A.P.4
  • 2
    • 84862655763 scopus 로고    scopus 로고
    • Information acquisition method for mechanical intra-row weeding robot
    • Chinese with English abstract
    • Zhang C L, Huang X L, Liu W D, Zhang Y, Li N, Zhang J X, et al. Information acquisition method for mechanical intra-row weeding robot. Transactions of the CSAE, 2012; 28(9): 142−146. (in Chinese with English abstract)
    • (2012) Transactions of the CSAE , vol.28 , Issue.9 , pp. 142-146
    • Zhang, C.L.1    Huang, X.L.2    Liu, W.D.3    Zhang, Y.4    Li, N.5    Zhang, J.X.6
  • 3
    • 84878889503 scopus 로고    scopus 로고
    • Plant recognition and localization for intra-row mechanical weeding device based on machine vision
    • Chinese with English abstract
    • Hu L, Luo X W, Zeng S, Zhang Z G, Chen X F, Lin C X. Plant recognition and localization for intra-row mechanical weeding device based on machine vision. Transactions of the CSAM, 2013; 29(10): 12−18. (in Chinese with English abstract)
    • (2013) Transactions of the CSAM , vol.29 , Issue.10 , pp. 12-18
    • Hu, L.1    Luo, X.W.2    Zeng, S.3    Zhang, Z.G.4    Chen, X.F.5    Lin, C.X.6
  • 5
    • 20744435648 scopus 로고    scopus 로고
    • Weed classification by active shape models
    • Søgaard H T. Weed classification by active shape models. Biosystems Engineering, 2005; 93(3): 271−281.
    • (2005) Biosystems Engineering , vol.93 , Issue.3 , pp. 271-281
    • Søgaard, H.T.1
  • 6
    • 47149115270 scopus 로고    scopus 로고
    • Classification of crops and weeds extracted by active shape models
    • Persson M, Åstrand B. Classification of crops and weeds extracted by active shape models. Biosystems Engineering, 2008; 100: 484−497.
    • (2008) Biosystems Engineering , vol.100 , pp. 484-497
    • Persson, M.1    Åstrand, B.2
  • 9
    • 59949092255 scopus 로고    scopus 로고
    • Weed identification method based on SVM in the corn field
    • Chinese with English abstract
    • Wu L L, Liu J Y, Wen Y X, Deng X Y. Weed identification method based on SVM in the corn field. Transactions of the CSAM, 2009; 40(1): 162−166. (in Chinese with English abstract)
    • (2009) Transactions of the CSAM , vol.40 , Issue.1 , pp. 162-166
    • Wu, L.L.1    Liu, J.Y.2    Wen, Y.X.3    Deng, X.Y.4
  • 10
    • 77957894745 scopus 로고    scopus 로고
    • A computer vision approach for weeds identification through support vector machines
    • Tellaeche A, Pajares G, Burgos-Artizzu X P, Ribeiro A. A computer vision approach for weeds identification through support vector machines. Applied Soft Computing, 2011; 11: 908−915.
    • (2011) Applied Soft Computing , vol.11 , pp. 908-915
    • Tellaeche, A.1    Pajares, G.2    Burgos-Artizzu, X.P.3    Ribeiro, A.4
  • 12
    • 3342897624 scopus 로고    scopus 로고
    • Discrimination of sunflower, weed and soil by artificial neural networks
    • Kavdlr I. Discrimination of sunflower, weed and soil by artificial neural networks. Computers and Electronics in Agriculture, 2004; 44(2): 153−160.
    • (2004) Computers and Electronics in Agriculture , vol.44 , Issue.2 , pp. 153-160
    • Kavdlr, I.1
  • 14
    • 68049093816 scopus 로고    scopus 로고
    • Corn plant sensing using real-time stereo vision
    • Jin J, Tang L. Corn plant sensing using real-time stereo vision. Journal of Field Robotics, 2009; 26(6): 591−608.
    • (2009) Journal of Field Robotics , vol.26 , Issue.6 , pp. 591-608
    • Jin, J.1    Tang, L.2
  • 15
    • 77956683744 scopus 로고    scopus 로고
    • Adaptive detection of volunteer potato plants in sugar beet fields
    • Nieuwenhuizen A T, Hofstee J W, Henten E J. Adaptive detection of volunteer potato plants in sugar beet fields. Precision Agric, 2010; 11: 433−447.
    • (2010) Precision Agric , vol.11 , pp. 433-447
    • Nieuwenhuizen, A.T.1    Hofstee, J.W.2    Henten, E.J.3
  • 17
    • 84863744419 scopus 로고    scopus 로고
    • Optimal design of rotating disc for intra-row weeding robot
    • Chinese with English abstract
    • Huang X L, Liu W D, Zhang C L, Zhang Y, Li W. Optimal design of rotating disc for intra-row weeding robot. Transactions of the CSAM, 2012; 43(6): 42−46. (in Chinese with English abstract)
    • (2012) Transactions of the CSAM , vol.43 , Issue.6 , pp. 42-46
    • Huang, X.L.1    Liu, W.D.2    Zhang, C.L.3    Zhang, Y.4    Li, W.5
  • 19
    • 0029110322 scopus 로고
    • Color indices for weed identification under various soil, residue and lighting conditions
    • Woebbecke D M, Meyer G E, Bargen K V, Mortensen D A. Color indices for weed identification under various soil, residue and lighting conditions. Transactions of the ASAE, 1995; 38(1): 259−269.
    • (1995) Transactions of the ASAE , vol.38 , Issue.1 , pp. 259-269
    • Woebbecke, D.M.1    Meyer, G.E.2    Bargen, K.V.3    Mortensen, D.A.4
  • 20
    • 0018306059 scopus 로고
    • A threshold selection method from gray-level histogram
    • Otsu N. A threshold selection method from gray-level histogram. IEEE Transaction on System Man and Cybernetics, 1979; 9: 62−66.
    • (1979) IEEE Transaction on System Man and Cybernetics , vol.9 , pp. 62-66
    • Otsu, N.1
  • 21
    • 0032465299 scopus 로고    scopus 로고
    • Environmentally adaptive segmentation algorithm for outdoor image segmentation
    • Tian L F, Slaughter D C. Environmentally adaptive segmentation algorithm for outdoor image segmentation. Computers and Electronics in Agriculture, 1998; 21: 153−168.
    • (1998) Computers and Electronics in Agriculture , vol.21 , pp. 153-168
    • Tian, L.F.1    Slaughter, D.C.2
  • 22
    • 0002521195 scopus 로고    scopus 로고
    • A bandpass filter approach to crop row location and tracking
    • Hague T, Tillett N D. A bandpass filter approach to crop row location and tracking. Mechatronics, 2001; 11(1): 1−12.
    • (2001) Mechatronics , vol.11 , Issue.1 , pp. 1-12
    • Hague, T.1    Tillett, N.D.2
  • 23
    • 0037327012 scopus 로고    scopus 로고
    • Determination of crop rows by image analysis without segmentation
    • Søgaard H T, Olsen H J. Determination of crop rows by image analysis without segmentation. Computers and Electronics in Agriculture, 2003; 38(2): 141−158.
    • (2003) Computers and Electronics in Agriculture , vol.38 , Issue.2 , pp. 141-158
    • Søgaard, H.T.1    Olsen, H.J.2
  • 24
    • 34248186939 scopus 로고    scopus 로고
    • Crop-row detection using Hough transform based on connected component labeling
    • Chinese with English abstract
    • Rao H H, Ji C Y. Crop-row detection using Hough transform based on connected component labeling. Transactions of the CSAE, 2007; 23(3): 146−150. (in Chinese with English abstract)
    • (2007) Transactions of the CSAE , vol.23 , Issue.3 , pp. 146-150
    • Rao, H.H.1    Ji, C.Y.2
  • 25
    • 49549122647 scopus 로고    scopus 로고
    • Detection algorithm for crop multi-centerlines based on machine vision
    • Zhang H, Chen B, Zhang L. Detection algorithm for crop multi-centerlines based on machine vision. Transactions of the ASABE, 2008; 51(3): 1089−1097.
    • (2008) Transactions of the ASABE , vol.51 , Issue.3 , pp. 1089-1097
    • Zhang, H.1    Chen, B.2    Zhang, L.3
  • 26
    • 84860295203 scopus 로고    scopus 로고
    • Variable field-of-view machine vision based row guidance of an agricultural robot
    • Xue J L, Zhang L, Grift T E. Variable field-of-view machine vision based row guidance of an agricultural robot. Computers and Electronics in Agriculture, 2012; 84: 85−91.
    • (2012) Computers and Electronics in Agriculture , vol.84 , pp. 85-91
    • Xue, J.L.1    Zhang, L.2    Grift, T.E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.