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Articles

Detection of leaf structures in close-range hyperspectral images using morphological fusion

ORCID Icon, ORCID Icon, ORCID Icon, & ORCID Icon
Pages 325-332 | Received 02 Feb 2017, Accepted 24 May 2017, Published online: 29 Nov 2017

References

  • Aasen, H., A. Burkart, A. Bolten, and G. Bareth. 2015. “Generating 3D Hyperspectral Information with Lightweight UAV Snapshot Cameras for Vegetation Monitoring: From Camera Calibration to Quality Assurance.” ISPRS Journal of Photogrammetry and Remote Sensing 108 (5): 245–259.10.1016/j.isprsjprs.2015.08.002
  • Behmann, J., A. K. Mahlein, S. Paulus, J. Dupuis, H. Kuhlmann, E. C. Oerke, and L. Plümer. 2016. “Generation and Application of Hyperspectral 3D Plant Models: Methods and Challenges.” Machine Vision and Applications 27 (5): 611–624.10.1007/s00138-015-0716-8
  • Benediktsson, J. A., J. A. Palmason, and J. R. Sveinsson. 2005. “Classification of Hyperspectral Data from Urban Areas Based on Extended Morphological Profiles.” IEEE Transactions on Geoscience and Remote Sensing 43 (3): 480–491.10.1109/TGRS.2004.842478
  • Blaschke, T. 2010. “Object Based Image Analysis for Remote Sensing.” ISPRS Journal of Photogrammetry and Remote Sensing 65 (1): 2–16.10.1016/j.isprsjprs.2009.06.004
  • He, K., J. Sun, and X. Tang. 2013. “Guided Image Filtering.” IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (6): 1397–1409. doi:10.1109/TPAMI.2012.213.
  • Huang, X., H. Liu, and L. Zhang. 2015. “Spatiotemporal Detection and Analysis of Urban Villages in Mega City Regions of China Using High-resolution Remotely Sensed Imagery.” IEEE Transactions on Geoscience and Remote Sensing 53 (7): 3639–3657.10.1109/TGRS.2014.2380779
  • Jacquemoud, S., W. Verhoef, F. Baret, C. Bacour, P. J. Zarco-Tejada, G. P. Asner, C. François, and S. L. Ustin. 2009. “PROSPECT+SAIL Models: A Review of Use for Vegetation Characterization.” Remote Sensing of Environment 113 (2009): S56–S66.10.1016/j.rse.2008.01.026
  • Kim, Y., D. M. Glenn, J. Park, H. K. Ngugi, and B. L. Lehman. 2011. “Hyperspectral Image Analysis for Water Stress Detection of Apple Trees.” Computers and Electronics in Agriculture 77 (2): 155–160.10.1016/j.compag.2011.04.008
  • Liao, W., M. D. Mura, J. Chanussot, R. Bellens, and W. Philips. 2016. “Morphological Attribute Profiles with Partial Reconstruction.” IEEE Transactions on Geoscience and Remote Sensing 54 (3): 1738–1756.10.1109/TGRS.2015.2488280
  • Liao, W., X. Huang, F. V. Coillie, S. Gautama, A. Pižurica, W. Philips, H. Liu, et al. 2015. “Processing of Multiresolution Thermal Hyperspectral and Digital Color Data: Outcome of the 2014 IEEE GRSS Data Fusion Contest.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8 (6): 2984–2996.10.1109/JSTARS.2015.2420582
  • Loncan, L., L. B. D. Almeida, J. M. Bioucas-Dias, X. Briottet, J. Chanussot, N. Dobigeon, S. Fabre, et al. 2015. “Hyperspectral Pansharpening: A Review.” IEEE Geoscience and Remote Sensing Magazine 3 (3): 27–46.10.1109/MGRS.2015.2440094
  • Mahlein, A. K., U. Steiner, H. W. Dehne, and E. C. Oerke. 2010. “Spectral Signatures of Sugar Beet Leaves for the Detection and Differentiation of Diseases.” Precision Agriculture 11 (4): 413–431.10.1007/s11119-010-9180-7
  • Mookambiga, A., and V. Gomathi. 2016. “Comprehensive Review on Fusion Techniques for Spatial Information Enhancement in Hyperspectral Imagery.” Multidimensional Systems and Signal Processing 27 (4): 863–889.10.1007/s11045-016-0415-2
  • Ochoa, D., J. Cevallos, G. Vargas, R. Criollo, D. Romero, R. Castro, and O. Bayona. 2016. “Hyperspectral Imaging System for Disease Scanning on Banana Plants.” In Sensing for Agriculture and Food Quality and Safety VIII, edited by M. S. Kim, K. Chao, and B. A. Chin, Proc. of SPIE Vol. 9864: 98640 M.
  • Paris, S., and F. Durand. 2009. “A Fast Approximation of the Bilateral Filter Using a Signal Processing Approach.” International Journal of Computer Vision 81 (1): 24–52.10.1007/s11263-007-0110-8
  • Rumpf, T., A. K. Mahlein, U. Steiner, E. C. Oerke, H. W. Dehne, and L. Plümer. 2010. “Early Detection and Classification of Plant Diseases with Support Vector Machines Based on Hyperspectral Reflectance.” Computers and Electronics in Agriculture 74 (1): 91–99.10.1016/j.compag.2010.06.009
  • Scharr, H., H. Dee, A. P. French, and S. A. Tsaftaris. 2016. “Special Issue on Computer Vision and Image Analysis in Plant Phenotyping.” Machine Vision and Applications 27 (5): 607–609.10.1007/s00138-016-0787-1
  • Soille, P. 2003. Morphological Image Analysis: Principles and Applications. 2nd ed. Secaucus, NJ: Springer-Verlag, New York, Inc. ISBN 3540429883.
  • Steger, C. 1998. “An Unbiased Detector of Curvilinear Structures.” IEEE Transactions on Pattern Analysis and Machine Intelligence 20 (2): 113–125.10.1109/34.659930
  • Tomasi, C., and R. Manduchi. 1998. “Bilateral Filtering for Gray and Color Images.” Proceedings of the Sixth International Conference on Computer Vision 839–846.
  • Triest, D., and M. Hendrickx. 2016. “Postharvest Disease of Banana Caused by Fusarium Musae: A Public Health Concern?” PLOS Pathogens 12 (11): 1–5.