Leaf extraction from complicated background

Proceedings of the 2009 2nd International Congress on Image and Signal Processing, CISP'09

Volumn , Issue , 2009, Pages

  Xiaodong, Tang ^a   Manhua, Liu ^a   Hui, Zhao ^a   Wei, Tao ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Extraction; HSI; Leaf; Solidity; Watershed

Indexed keywords

AUTOMATIC FEATURE EXTRACTION; EXTRACTION ALGORITHMS; GRADIENT IMAGES; HSI; HSI COLOR SPACE; INTERFERENTS; LEAF CLASSIFICATION; LEAF IMAGES; MARKER-CONTROLLED WATERSHED SEGMENTATION; PLANT SPECIES IDENTIFICATION; SEGMENTED IMAGES;

ALGORITHMS; IMAGE ENHANCEMENT; LANDFORMS; SIGNAL PROCESSING; WATERSHEDS;

FEATURE EXTRACTION;

EID: 73849145867     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISP.2009.5304424     Document Type: Conference Paper

References (10)

1. Franz. E., Gebhardt, M.R., and Unklesbay, K.B., "Shape description of completely visible and partially occluded leaves fro identifying plants in digital images", Trans, ASAE 34(2), USA, 1991, pp. 673-681.
2. Joao Camargo Neto, George E. Meyer, and David D. Jones, "Individual leaf extractions from young canopy images using Gustafson-Kessel clustering and a genetic algorithm", Computers and electronics in agriculture 51, Elsevier, USA, 2006, 66-85.
3. Franz. E., Gaultney, L.D., and Unklesbay, K.B., "Algorithms for extraction leaf boundary information from digital images of plant foliage", Trans, ASAE 38(2), USA, 1995, pp. 625-633.
4. Manh, A.G., Rabatel, G., Assemat, L., and Aldon, M.J., "Weed leaf image segmentation by deformable templates", J. Agric. Eng. Res. 80(2), Elsevier, USA, 2001, pp. 139-146.
5. Xiao-Feng Wang, De-Shuang Huang, Ji-Xiang Du, Huan Xu , Laurent Heutte, "Classification of plant leaf images with complicated background," Applied Mathematics and Computation, 205(2), pp. 916-926, 2008.
6. Woebbeck, D.M., Meyer, G.E., VonBargen, K., and Mortensen, D.A., "Color indices for weed identification under various soil, residue and lighting conditions", Trans. ASAE 38, USA, 1995, pp. 259-269.
7. Otsu, N., "A Threshold Selection Method from Gray-Level Histograms," IEEE Transactions on Systems, Man, and Cybernetics, Vol. 9, No. 1, 1979, USA, pp. 62-66.
8. Rafael C. Gonzalez, and Richard E. Woods, Digital Image Processing Second Edition, Publishing House of Electronics Industry, Beijing, 2007.
9. Rafael C. Gonzalez, Richard E. Woods, and Steven L. Eddins, Digital Image Processing using MATLAB, Publishing House of Electronics Industry, Beijing, 2004.
10. Yujin Zhang, Image Engineering, Tsinghua University Press, Beijing, 2007