Machine recognition for broad-leaved trees based on synthetic features of leaves Using Probabilistic Neural Network

Proceedings - International Conference on Computer Science and Software Engineering, CSSE 2008

Volumn 4, Issue , 2008, Pages 871-877

  Huang, Lin ^a   He, Peng ^a  

^a NORTHWEST A F UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC CLASSIFICATION; BROADLEAVED TREES; CLASSIFICATION FEATURES; COMPARISON TEST; FEATURE VECTORS; MACHINE RECOGNITION; PLANT IDENTIFICATION; PROBABILISTIC NEURAL NETWORKS; RECOGNITION FEATURES; RECOGNITION RATES; SHAPE FEATURES; TEXTURE FEATURES;

NEURAL NETWORKS; SOFTWARE ENGINEERING; TEXTURES;

FEATURE EXTRACTION;

EID: 79951492249     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSSE.2008.1333     Document Type: Conference Paper

References (16)

1. Ingrouille M J, Laird S M, "A quantitative approach to oak variability in some north London woodlands" Lond Nat, 1986, 65: pp. 35-46.
2. Guyer D E, Miles G E, Schreiber M M, et al, "Machine vision and image processing for plant identification", Trans ASAE, 1986,29: pp. 1500-1507.
3. Guyer D. E., Miles G. E., Gaultney L D, et al, "Application of machine vision to shape analysis in leaf and plant identification", Trans ASAE, 1993, 36: pp. 163-171.
4. McDonald T, Chen Y R, "Application of morphological image processing in agriculture", Trans ASAE, 1990, 33(4): pp. 1345-1352.
5. Shearer S A, Holmes R G, "Plant identification using color co-occurrence matrices", Trans ASAE, 1990, 33(6): pp. 2037-2044.
6. Timmermans A. J. M., Hulzebosch A. A., "Computer vision system for on-line sorting of pot plants using an artificial neural network classifier", Computers and Electronics in Agriculture, 1996, 15(1): pp. 41-55.
7. Yonekawa S, Sakai N, Kitani O, "Identification of idealized leaf types using simple dimensionless shape factors by image analysis", Trans ASAE, 1996,39(4): pp. 1525-1533.
8. Abbasi S, Mokhtarian F, Kittler J, "Reliable classification of chrysanthemum leaves through curvature scale space", ICSSTCV, 1997, 97: pp. 284-295.
9. Fu H, Chi Z R, Chang J, et al, "Extraction of leaf vein feature based on artificial neural network", Chinese Bulletin of Botany, 2004, 21 (4): pp. 429-436.
10. Wu X G, Cheng X P, "Fast contour tracing algorithm in binary image", Computer Applications and Software, 2007, 24(5): pp. 153-155.
11. Zhou P. D., Computational geometry - algorithm analysis and design, Tsinghua University Publishing Company, Beijing in China, 2003.
12. Li Z L, Yin H Z, Plant form and plant physiology, China Cyclopedia Publishing Company, Beijing in China, 1988, pp. 179-181.
13. Zhang B, Huai H Y, Jin Y G, Plant taxology experiment, Southeast University Publishing Company, Nanjing city in China, 2007, pp. 3-5.
14. Chaudhuri BB, Sarkar N, "Texture segmentation using fractal dimension", IEEE Trans. on Pattern Analysis and Machine Intelligence, 1995, 17(1): pp. 72-77.
15. T. Master, Practical Neural Network Recipes, New York: John Wiley, 1993.
16. D. F. Specht, Probabilistic neural networks, Neural Networks, vol. 3, 1990.