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Volumn 110, Issue , 2015, Pages 17-26

Vineyard yield estimation by automatic 3D bunch modelling in field conditions

Author keywords

Automation; Computer vision; Non invasive technologies; Photogrammetry; Vitis vinifera L.; Yield estimation

Indexed keywords

AUTOMATION; COMPUTER VISION; DATA ACQUISITION; FRUITS; PHOTOGRAMMETRY; PRODUCTIVITY;

EID: 84908348456     PISSN: 01681699     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compag.2014.10.003     Document Type: Article
Times cited : (76)

References (64)
  • 3
    • 78149407174 scopus 로고    scopus 로고
    • A lightweight approach to repairing digitized polygon meshes
    • Attene M. A lightweight approach to repairing digitized polygon meshes. Visual Comput. 2010, 26(11):1393-1406.
    • (2010) Visual Comput. , vol.26 , Issue.11 , pp. 1393-1406
    • Attene, M.1
  • 5
    • 0031355785 scopus 로고    scopus 로고
    • Repairing CAD models.
    • Visualization'97, Proceedings, IEEE,
    • Barequet, G., Kumar, S., 1997. Repairing CAD models. In: Visualization'97, Proceedings, IEEE, pp. 363-370.
    • (1997) , pp. 363-370
    • Barequet, G.1    Kumar, S.2
  • 6
    • 0029274970 scopus 로고
    • Filling gaps in the boundary of a polyhedron
    • Barequet G., Sharir M. Filling gaps in the boundary of a polyhedron. Comput. Aided Geom. Des. 1995, 12(2):207-229.
    • (1995) Comput. Aided Geom. Des. , vol.12 , Issue.2 , pp. 207-229
    • Barequet, G.1    Sharir, M.2
  • 7
    • 84908319687 scopus 로고    scopus 로고
    • A practical method for counting berries based on image analysis.
    • 2nd Annual National Viticulture Research Conference, University of California, Davis, USA, 4-5, July 9-11.
    • Battany, M., 2008. A practical method for counting berries based on image analysis. In: 2nd Annual National Viticulture Research Conference, University of California, Davis, USA, 4-5, July 9-11.
    • (2008)
    • Battany, M.1
  • 8
    • 33745827782 scopus 로고    scopus 로고
    • Surf: speeded up robust features
    • Springer, Berlin Heidelberg, pp. 404-417
    • Bay H., Tuytelaars T., Van Gool L. Surf: speeded up robust features. Computer Vision-ECCV 200 2006, Springer, Berlin Heidelberg, pp. 404-417.
    • (2006) Computer Vision-ECCV 200
    • Bay, H.1    Tuytelaars, T.2    Van Gool, L.3
  • 10
    • 67650831906 scopus 로고    scopus 로고
    • Trellis tension monitoring improves yield estimation in vineyards
    • Blom P.E., Tarara J.M. Trellis tension monitoring improves yield estimation in vineyards. HortScience 2009, 44(3):678-685.
    • (2009) HortScience , vol.44 , Issue.3 , pp. 678-685
    • Blom, P.E.1    Tarara, J.M.2
  • 11
    • 0003383411 scopus 로고
    • Automatic CAD-model repair: shell-closure.
    • Proc. Symp. on Solid Freeform Fabrication,
    • Bøhn, J.H., Wozny, M.J., 1992. Automatic CAD-model repair: shell-closure. In: Proc. Symp. on Solid Freeform Fabrication, pp. 86-94.
    • (1992) , pp. 86-94
    • Bøhn, J.H.1    Wozny, M.J.2
  • 13
    • 84890824422 scopus 로고    scopus 로고
    • In food grading/sorting based on color appearance trough machine vision: the case of fresh cranberries
    • ICTTA '06. 2nd, 0-0 0
    • Chherawala Y., Lepage R., Doyon G. In food grading/sorting based on color appearance trough machine vision: the case of fresh cranberries. Informat. Commun. Technol. 2006, 1540-1545. ICTTA '06. 2nd, 0-0 0.
    • (2006) Informat. Commun. Technol. , pp. 1540-1545
    • Chherawala, Y.1    Lepage, R.2    Doyon, G.3
  • 15
    • 33751227843 scopus 로고    scopus 로고
    • Kinetochore microtubule dynamics and attachment stability are regulated by Hec1
    • DeLuca J.G., Gall W.E., Ciferri C., Cimini D., Musacchio A., Salmon E. Kinetochore microtubule dynamics and attachment stability are regulated by Hec1. Cell 2006, 127(5):969-982.
    • (2006) Cell , vol.127 , Issue.5 , pp. 969-982
    • DeLuca, J.G.1    Gall, W.E.2    Ciferri, C.3    Cimini, D.4    Musacchio, A.5    Salmon, E.6
  • 16
    • 84924666266 scopus 로고    scopus 로고
    • Apero, an open source bundle adjustment software for automatic calibration and orientation of set of images.
    • 3DARCH11
    • Deseilligny, M.P., Clery, I., 2011. Apero, an open source bundle adjustment software for automatic calibration and orientation of set of images. In: Proceedings of the ISPRS Symposium, 3DARCH11, pp. 269-277.
    • (2011) Proceedings of the ISPRS Symposium , pp. 269-277
    • Deseilligny, M.P.1    Clery, I.2
  • 18
    • 84871686486 scopus 로고    scopus 로고
    • Grapevine yield and leaf area estimation using supervised classification methodology on RGB images taken under field conditions
    • Diago M.-P., Correa C., Millán B., Barreiro P., Valero C., Tardaguila J. Grapevine yield and leaf area estimation using supervised classification methodology on RGB images taken under field conditions. Sensors 2012, 12:16988-17006.
    • (2012) Sensors , vol.12 , pp. 16988-17006
    • Diago, M.-P.1    Correa, C.2    Millán, B.3    Barreiro, P.4    Valero, C.5    Tardaguila, J.6
  • 19
    • 84908336166 scopus 로고    scopus 로고
    • Potentials of small, lightweight and low cost multi-echo laser scanners for detecting grape berries. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. XL-5, 2014.
    • ISPRS Technical Commission V Symposium, 23-25 June 2014, Riva del Garda, Italy.
    • Djuricic, A., Weinmann, M., Jutzi, B., 2014. Potentials of small, lightweight and low cost multi-echo laser scanners for detecting grape berries. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. XL-5, 2014. In: ISPRS Technical Commission V Symposium, 23-25 June 2014, Riva del Garda, Italy.
    • (2014)
    • Djuricic, A.1    Weinmann, M.2    Jutzi, B.3
  • 22
    • 10644291882 scopus 로고    scopus 로고
    • Yield prediction from digital image analysis: a technique with potential for vineyard assessments prior to harvest
    • Dunn G.M., Martin S.R. Yield prediction from digital image analysis: a technique with potential for vineyard assessments prior to harvest. Aust. J. Grape Wine Res. 2004, 10(3):196-198.
    • (2004) Aust. J. Grape Wine Res. , vol.10 , Issue.3 , pp. 196-198
    • Dunn, G.M.1    Martin, S.R.2
  • 23
    • 45749140063 scopus 로고    scopus 로고
    • Maximizing spectral radius of unoriented Laplacian matrix over bicyclic graphs of a given order
    • Fan Y.Z., Tam B.S., Zhou J. Maximizing spectral radius of unoriented Laplacian matrix over bicyclic graphs of a given order. Linear and Multilinear Algebra 2008, 56(4):381-397.
    • (2008) Linear and Multilinear Algebra , vol.56 , Issue.4 , pp. 381-397
    • Fan, Y.Z.1    Tam, B.S.2    Zhou, J.3
  • 24
    • 0019574599 scopus 로고
    • Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography
    • Fischler M.A., Bolles R.C. Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography. Commun. ACM 1981, 24(6):381-395.
    • (1981) Commun. ACM , vol.24 , Issue.6 , pp. 381-395
    • Fischler, M.A.1    Bolles, R.C.2
  • 25
    • 0031117259 scopus 로고    scopus 로고
    • Delaunay triangulation and 3D adaptive mesh generation
    • Golias N.A., Dutton R.W. Delaunay triangulation and 3D adaptive mesh generation. Finite elements Anal. Des. 1997, 25(3):331-341.
    • (1997) Finite elements Anal. Des. , vol.25 , Issue.3 , pp. 331-341
    • Golias, N.A.1    Dutton, R.W.2
  • 26
    • 84857048564 scopus 로고    scopus 로고
    • From point cloud to CAD models: Laser and optics geotechnology for the design of electrical substations
    • Gonzalez-Aguilera D., Del Pozo S., Lopez G., Rodriguez-Gonzalvez P. From point cloud to CAD models: Laser and optics geotechnology for the design of electrical substations. Opt. Laser Technol. 2012, 44(5):1384-1392.
    • (2012) Opt. Laser Technol. , vol.44 , Issue.5 , pp. 1384-1392
    • Gonzalez-Aguilera, D.1    Del Pozo, S.2    Lopez, G.3    Rodriguez-Gonzalvez, P.4
  • 28
    • 85015529034 scopus 로고    scopus 로고
    • Manual for yield forecasting in Sauvignon Blanc grapes
    • Greven M. Manual for yield forecasting in Sauvignon Blanc grapes. Marlborough Wine Research Centre 2007.
    • (2007) Marlborough Wine Research Centre
    • Greven, M.1
  • 29
    • 0000159234 scopus 로고
    • Adaptive least squares correlation: a powerful image matching technique
    • Gruen A. Adaptive least squares correlation: a powerful image matching technique. South African J. Photogr., Remote Sens. Cartogr. 1985, 14(3):175-187.
    • (1985) South African J. Photogr., Remote Sens. Cartogr. , vol.14 , Issue.3 , pp. 175-187
    • Gruen, A.1
  • 30
    • 0035699488 scopus 로고    scopus 로고
    • Topological noise removal. In: 2001 Graphics Interface Proceedings.
    • Ottawa, Canada, 19.
    • Guskov, I., Wood, Z.J., 2001. Topological noise removal. In: 2001 Graphics Interface Proceedings. Ottawa, Canada, 19.
    • (2001)
    • Guskov, I.1    Wood, Z.J.2
  • 32
    • 85015526808 scopus 로고    scopus 로고
    • Pixel classification through mahalanobis distance for identification of grapevine canopy elements on rgb images.
    • Herrero Langreo, A., Barreiro Elorza, P., Santamaria, D., Paz, M., Baluja, J., Ochagavia, H., 2010. Pixel classification through mahalanobis distance for identification of grapevine canopy elements on rgb images.
    • (2010)
    • Herrero Langreo, A.1    Barreiro Elorza, P.2    Santamaria, D.3    Paz, M.4    Baluja, J.5    Ochagavia, H.6
  • 33
    • 24644470637 scopus 로고    scopus 로고
    • Accurate and efficient stereo processing by semi-global matching and mutual information.
    • CVPR 2005. In: IEEE Computer Society Conference on,
    • Hirschmuller, H., 2005. Accurate and efficient stereo processing by semi-global matching and mutual information. In: Computer Vision and Pattern Recognition. CVPR 2005. In: IEEE Computer Society Conference on, vol. 2, pp. 807-814.
    • (2005) Computer Vision and Pattern Recognition. , vol.2 , pp. 807-814
    • Hirschmuller, H.1
  • 37
    • 84862259898 scopus 로고    scopus 로고
    • Development and evaluation of low cost game-based balance rehabilitation tool using the microsoftkinect sensor.
    • Engineering in Medicine and Biology Society, EMBC, In: 2011 Annual International Conference of the IEEE,
    • Lange, B., Chang, C., Suma, E., Newman, B., Rizzo, A.S., Bolas, M., 2011. Development and evaluation of low cost game-based balance rehabilitation tool using the microsoftkinect sensor. Engineering in Medicine and Biology Society, EMBC, In: 2011 Annual International Conference of the IEEE, pp. 1831-1834.
    • (2011) , pp. 1831-1834
    • Lange, B.1    Chang, C.2    Suma, E.3    Newman, B.4    Rizzo, A.S.5    Bolas, M.6
  • 39
    • 0033284915 scopus 로고    scopus 로고
    • Object recognition from local scale-invariant features.
    • International Conference on Computer Vision, Corfu, Greece.
    • Lowe, D., 1999. Object recognition from local scale-invariant features. In: International Conference on Computer Vision, Corfu, Greece.
    • (1999)
    • Lowe, D.1
  • 40
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Lowe D.G. Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vision 2004, 60(2):91-110.
    • (2004) Int. J. Comput. Vision , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 43
    • 3142736062 scopus 로고    scopus 로고
    • Robust wide-baseline stereo from maximally stable extremal regions
    • Matas J., Chum O., Urban M., Pajdla T. Robust wide-baseline stereo from maximally stable extremal regions. Image Vis. Comput. 2004, 22(10):761-767.
    • (2004) Image Vis. Comput. , vol.22 , Issue.10 , pp. 761-767
    • Matas, J.1    Chum, O.2    Urban, M.3    Pajdla, T.4
  • 44
    • 3543099688 scopus 로고    scopus 로고
    • A probabilistic criterion to detect rigid point matches between two images and estimate the fundamental matrix
    • Moisan L., Stival B. A probabilistic criterion to detect rigid point matches between two images and estimate the fundamental matrix. Int. J. Comput. Vision 2004, 57(3):201-218.
    • (2004) Int. J. Comput. Vision , vol.57 , Issue.3 , pp. 201-218
    • Moisan, L.1    Stival, B.2
  • 45
    • 84875883524 scopus 로고    scopus 로고
    • Automatic homographic registration of a pair of images, with a contrario elimination of outliers
    • Moisan L., Moulon P., Monasse P. Automatic homographic registration of a pair of images, with a contrario elimination of outliers. Image Processing On Line 2012, 10.
    • (2012) Image Processing On Line , pp. 10
    • Moisan, L.1    Moulon, P.2    Monasse, P.3
  • 46
    • 85018540432 scopus 로고    scopus 로고
    • ASIFT: a new framework for fully affine invariant image comparison
    • Morel J.M., Yu G. ASIFT: a new framework for fully affine invariant image comparison. SIAM J. Imag. Sci. 2009, 2(2):438-469.
    • (2009) SIAM J. Imag. Sci. , vol.2 , Issue.2 , pp. 438-469
    • Morel, J.M.1    Yu, G.2
  • 48
    • 84355167662 scopus 로고    scopus 로고
    • Yield estimation in vineyards by visual grape detection. Intelligent Robots and Systems (IROS).
    • 2011 IEEE/RSJ International Conference on,
    • Nuske, S., Achar, S., Bates, T., Narasimhan, S., Singh, S., 2011. Yield estimation in vineyards by visual grape detection. Intelligent Robots and Systems (IROS). In: 2011 IEEE/RSJ International Conference on, pp. 2352-2358.
    • (2011) , pp. 2352-2358
    • Nuske, S.1    Achar, S.2    Bates, T.3    Narasimhan, S.4    Singh, S.5
  • 49
    • 84905735341 scopus 로고    scopus 로고
    • Modeling and Calibrating Visual Yield Estimates in Vineyards
    • Springer, Berlin Heidelberg, K. Yoshida, S. Tadokoro (Eds.)
    • Nuske S., Gupta K., Narasimhan S., Singh S. Modeling and Calibrating Visual Yield Estimates in Vineyards. Field and Service Robotics 2012, vol. 92:343-356. Springer, Berlin Heidelberg. K. Yoshida, S. Tadokoro (Eds.).
    • (2012) Field and Service Robotics , vol.92 , pp. 343-356
    • Nuske, S.1    Gupta, K.2    Narasimhan, S.3    Singh, S.4
  • 50
    • 0004191112 scopus 로고
    • C. Press Syndicate of the University of Cambridge
    • O'Rourke J. Computational Geometry 1994, C. Press Syndicate of the University of Cambridge, p. 118.
    • (1994) Computational Geometry , pp. 118
    • O'Rourke, J.1
  • 51
    • 0004181207 scopus 로고
    • The statistics of residuals and the detection of outliers.
    • Pope, A.J., 1976. The statistics of residuals and the detection of outliers.
    • (1976)
    • Pope, A.J.1
  • 53
    • 4243049208 scopus 로고    scopus 로고
    • Berry size and vine water deficits as factors in winegrape composition: anthocyanins and tannins
    • Roby G., Harbertson J.F., Adams D.A., Matthews M.A. Berry size and vine water deficits as factors in winegrape composition: anthocyanins and tannins. Aust. J. Grape Wine Res. 2004, 10(2):100-107.
    • (2004) Aust. J. Grape Wine Res. , vol.10 , Issue.2 , pp. 100-107
    • Roby, G.1    Harbertson, J.F.2    Adams, D.A.3    Matthews, M.A.4
  • 54
    • 0003090111 scopus 로고
    • Generating topological information from a bucket of facets.
    • Solid Freeform Fabrication Symposium Proceedings. The University of Texas at Austin, Austin,
    • Rock, S.J., Wozny, M.J., 1992. Generating topological information from a bucket of facets. In: Solid Freeform Fabrication Symposium Proceedings. The University of Texas at Austin, Austin, pp. 251-259.
    • (1992) , pp. 251-259
    • Rock, S.J.1    Wozny, M.J.2
  • 55
    • 78649961717 scopus 로고    scopus 로고
    • Effects of leaf position on blade and petiole mineral nutrient concentration of Tempranillo grapevine (Vitis vinifera L.)
    • Romero I., García-Escudero E., Martín I. Effects of leaf position on blade and petiole mineral nutrient concentration of Tempranillo grapevine (Vitis vinifera L.). Am. J. Enol. Viticulture 2010, 61(4):544-550.
    • (2010) Am. J. Enol. Viticulture , vol.61 , Issue.4 , pp. 544-550
    • Romero, I.1    García-Escudero, E.2    Martín, I.3
  • 57
    • 84155183000 scopus 로고    scopus 로고
    • Assessment of grape yield and composition using the reflectance based water index in Mediterranean rained vineyards
    • Serrano L., González-Flor C., Gorchs G. Assessment of grape yield and composition using the reflectance based water index in Mediterranean rained vineyards. Remote Sens. Environ. 2012, 118:249-258.
    • (2012) Remote Sens. Environ. , vol.118 , pp. 249-258
    • Serrano, L.1    González-Flor, C.2    Gorchs, G.3
  • 59
    • 0031141035 scopus 로고    scopus 로고
    • SUSAN-a new approach to low level image processing
    • Smith S.M., Brady J.M. SUSAN-a new approach to low level image processing. Int. J. Comput. Vision 1997, 23(1):45-78.
    • (1997) Int. J. Comput. Vision , vol.23 , Issue.1 , pp. 45-78
    • Smith, S.M.1    Brady, J.M.2
  • 61
    • 84908316239 scopus 로고    scopus 로고
    • Preservation of genetic heritage of authorized vinifera grapes and rootstocks in Rioja DOC [Designation of Origin].
    • Foro Mundial del Vino, 5, Logroño (España), 28-30 Mar 2006. GLR, CAGDR.
    • Vicente Renedo, T., Martínez García, J., Chavarri, J.B., Marín, M., González Marcano, S., Domínguez Miguel, N., Villar Capellán, R., 2007. Preservation of genetic heritage of authorized vinifera grapes and rootstocks in Rioja DOC [Designation of Origin]. In: Foro Mundial del Vino, 5, Logroño (España), 28-30 Mar 2006. GLR, CAGDR.
    • (2007)
    • Vicente Renedo, T.1    Martínez García, J.2    Chavarri, J.B.3    Marín, M.4    González Marcano, S.5    Domínguez Miguel, N.6    Villar Capellán, R.7
  • 62
    • 84868196511 scopus 로고    scopus 로고
    • A framework for 3D model reconstruction in reverse engineering
    • Wang J., Gu D., Yu Z., Tan C., Zhou L. A framework for 3D model reconstruction in reverse engineering. Comput. Ind. Eng. 2012, 63(4):1189-1200.
    • (2012) Comput. Ind. Eng. , vol.63 , Issue.4 , pp. 1189-1200
    • Wang, J.1    Gu, D.2    Yu, Z.3    Tan, C.4    Zhou, L.5
  • 63
    • 85080875869 scopus 로고    scopus 로고
    • In Applications of image processing in viticulture: A review.
    • 20th International Congress on Modelling and Simulation, Adelaide, Australia
    • Whalley, J., Shanmuganathan, S., 2013. In Applications of image processing in viticulture: A review. In: 20th International Congress on Modelling and Simulation, Adelaide, Australia, pp. 531-537.
    • (2013) , pp. 531-537
    • Whalley, J.1    Shanmuganathan, S.2
  • 64
    • 3042740680 scopus 로고
    • Estimating vineyard yields: introduction to a simple, two-step method
    • Wolpert J., Vilas E. Estimating vineyard yields: introduction to a simple, two-step method. Am. J. Enol. Viticul. 1992, 43(4):384-388.
    • (1992) Am. J. Enol. Viticul. , vol.43 , Issue.4 , pp. 384-388
    • Wolpert, J.1    Vilas, E.2


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