Investigation on image processing techniques for diagnosing paddy diseases

SoCPaR 2009 - Soft Computing and Pattern Recognition

Volumn , Issue , 2009, Pages 272-277

  Kurniawati, Nunik Noviana ^a   Abdullah, Siti Norul Huda Sheikh ^a   Abdullah, Salwani ^a   Abdullah, Saad ^b  

^a UNIVERSITI KEBANGSAAN MALAYSIA   (Malaysia)

^b MARDI Alor Setar Station   (Malaysia)

Author keywords

Colour segmentation; Feature extraction; Local entropy threshold; Paddy leaf diseases; Production rule

Indexed keywords

ACCURACY RATE; AUTOMATIC THRESHOLDING; COLOUR SEGMENTATION; IMAGE CHARACTERISTICS; IMAGE PROCESSING TECHNIQUE; LEAF DISEASE; LEAF IMAGES; LINE IMAGES; LOCAL ENTROPY; OTSU METHOD; PRODUCTION RULES; PROTOTYPE SYSTEM; REGION FILLING; REMOVE NOISE; RGB IMAGES; SPOT DISEASE;

COLOR; ENTROPY; IMAGE ENHANCEMENT; SOFT COMPUTING;

FEATURE EXTRACTION;

EID: 77649310472     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SoCPaR.2009.62     Document Type: Conference Paper

References (18)

1. S.C. Scardaci et al., Rice Blast: A New Disease in California, Agronomy Fact Sheat Series 1997-2, Department of Agronomy and Range Science University of California, Davis
2. Robert W. Herdt, Research Priorities for Rice Biotechnology, in Rice Biotechnology, G.S. Khush and G.H. Toenniessen (eds.), Alden Press Ltd., London, 1991, pp. 35-37.
3. Kobayashi, T., Kanda, E., Kitada, K., Ishiguro, K., Torigoe, Y., 2001. Detection of rice panicle blast with multispectral radiometer and the potential of using airborne multispectral scanners. Phytopathology, 91(3):316-323. [doi:10.1094/PHYTO.2001.91.3.316].
4. J.B. Cunha. 2003. Application of Image Processing Techniques in the Characterization of Plant Leafs. Proc. IEEE Intl' Symposium on Industrial Electronics.
5. K.J. Runtz. 1991. Electronic Recognition of Plant Spesies for Machine Vision Sprayer Control Systems. Proc. IEEE Western Canada Conference on Computer, Power, and Communication System in a Rural Environment (WESCANEX'91), pp. 84-88.
6. S.Dave and K. Runtz. 1995. Image Processing Methods for Identifying Species of Plants. Proc. IEEE Western Canada Conference on Computer, Power, and Communication System in a Rural Environment (WESCANEX'95), pp.403-408.
7. Eliza Yingzi Du and Chein-I Chang. 2003. An Unsupervised Approach to Colour Video Thresholding. IEEE Proc. International Conference on Multimedia and Expo ICME'03 3:III-337-40.
8. Alhouse, Mark L.G. & Chein-I Chang. 1995. Image Segmentation by Local Entropy Methods. Proc. International Conference on Image Processing 3:61-64.
9. Ping Yang and Otman A. Basir. 2003. Adaptive Weighted Median Filter using Local Entropy for Ultrasonic Image Denoising. Proc. of the 3rd International Symposium on Image and Signal Processing and Analysis 799-803.
10. A.K. Jain, 1989. Fundamental of Digital Image Processing. NJ: Prentice Hall.
11. L. Lucchese and S.K. Mitra, 2001. Colour Image Segmentation: A State-of-the-Art Survey. Proceeding of the Indian National Science Academy, Vol. 67A, No. 2, 2001, pp. 207-221.
12. H. Wang, 2001. Automatic Character Location and Segmentation in Colour Scene Images. Proc. of the 11th International Conf. on Image Analysis and Processing.
13. S. Lefevre, L. Mercier, V. Tiberghien and N. Vincent, 2002. Multiresolution Colour Image Segmentation Applied to Background Extraction in Outdoor Images. IS&T European Conf. on Colour in Graphics, Image and Vis., 2002, pp.363-367.
14. J. Liu and Y-H. Yang, 1994. Multiresolution Colour Image Segmentation. IEEE Transactions on PAMI, Vol.16, 1994.
15. K. J. Yoon and I.S. Kweon. Colour Image Segmentation Considering the Human Sensitivity for Colour Pattern Variations. Photonics Boston, SPIE, 2001, pp. 269-278.
16. A. Hanbury and J. Serra. Mathematical morphology in the L*a*b* colour space. Technical Report N-36/01/MM, Centre de Morphologie Mathématique, Ecole des Mines de Paris, 2001.
17. H. Tian, S.K. Lam and T. Srikanthan, 2003. Implementing Otsu's Thresholding Process using Area-Time Efficient Logarithmic Approximation Unit. Proc. Of ISCAS'03, IV-21-IV-24.
18. Petrou, Maria & Bosdogianni, Panagiota. Image Processing the Fundamentals. John Wiley & Sons, Ltd. 1999.