Erosion band features for cell phone image based plant disease classification

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2014, Pages 3315-3320

  Neumann, Marion ^a   Hallau, Lisa ^a   Klatt, Benjamin ^b   Kersting, Kristian ^c,d   Bauckhage, Christian ^a,d  

^a UNIVERSITY OF BONN   (Germany)

^b ZEPP   (Germany)

^c TU DORTMUND UNIVERSITY   (Germany)

^d FRAUNHOFER IAIS   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

AGRICULTURAL ROBOTS; BACTERIA; CELLULAR TELEPHONES; EROSION; IMAGE CLASSIFICATION; PLANTS (BOTANY); TEXTURES;

CELL PHONE CAMERA; COMPUTATIONAL COSTS; GRADIENT MAGNITUDE; LOCAL BINARY PATTERNS; PSEUDOMONAS SYRINGAE; ROBUST CLASSIFICATION; STATISTICAL FEATURES; TEXTURE FEATURES;

CLASSIFICATION (OF INFORMATION);

EID: 84919913400     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2014.571     Document Type: Conference Paper

References (12)

1. G. Agrios, Plant Pathology, 4th ed. Academic Press, 1997.
2. A. Camargo and J. Smith, "Image pattern classification for the identification of disease causing agents in plants," Computers and Electronics in Agriculture, vol. 66, no. 2, pp. 121-125, 2009.
3. H. Al-Hiary, S. Bani-Ahmad, M. Reyalat, M. Braik, and Z. Alrahamneh, "Fast and accurate detection and classification of plant diseases," International Journal of Computer Applications, vol. 17, no. 1, pp. 31-38, 2011.
4. R. M. Haralick, K. Shanmugam, and Dinstein, "Textural Features for Image Classification," Systems, Man and Cybernetics, IEEE Transactions on, vol. SMC-3, no. 6, pp. 610-621, 1973.
5. T. Ojala, M. Pietikäinen, and T. Mäenpää, "Multiresolution Grayscale and Rotation Invariant Texture Classification with Local Binary Patterns," IEEE Trans. PAMI, vol. 24, no. 7, 2002.
6. R. Gonzales and R. Woods, Digital Image Processing, 3rd ed. Pearson Prentice Hall, 2008.
7. C. Bauckhage, "Tree-Based Signatures for Shape Classification," in Proceedings of the International Conference on Image Processing (ICIP-06), 2006, pp. 2105-2108.
8. Y. Dupain, T. Kamae, and M. Mendes-France, "Can One Measure the Temperature of a Curve," Archive for Rational Mechanics and Analysis, vol. 94, no. 2, pp. 155-163, 1986.
9. Y. Ebrahim, M. Ahmed, S. Chau, and W. Abdelsalam, "An Efficient Shape Representation and Description Technique," in Proceedings of the International Conference on Image Processing (ICIP-07), 2007, pp. 441-444.
10. X. Huang, S. Z. Li, and Y. Wang, "Shape Localization Based on Statistical Method Using Extended Local Binary Pattern," in Third International Conference on Image and Graphics (ICIG-04), 2004, pp. 184-187.
11. D. Maturana, D. Mery, and A. Soto, "Face Recognition with Local Binary Patterns, Spatial Pyramid Histograms and Naive Bayes Nearest Neighbor Classification," in 2009 International Conference of the Chilean Computer Science Society (SCCC-09), 2009, pp. 125-132.
12. E. Vazquez, X. Yang, and G. G. Slabaugh, "Erosion band signatures for spatial extraction of features," Machine Vision Applications, vol. 24, no. 4, pp. 695-705, 2013.