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The Imaging Science Journal Volume 65, 2017 - Issue 4
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Articles

Research on automatic identification system of tobacco diseases

Yuanyuan ShaoCollege of Mechanical and Electronic Engineering, Shandong Agricultural University, Taian, China;Shandong Province Key Laboratory of Horticultural Machinery and Equipment, Taian, ChinaView further author information
,
Guantao XuanCollege of Mechanical and Electronic Engineering, Shandong Agricultural University, Taian, China;Shandong Province Key Laboratory of Horticultural Machinery and Equipment, Taian, ChinaView further author information
,
Yangyan ZhuCollege of Mechanical and Electronic Engineering, Shandong Agricultural University, Taian, China;Shandong Province Key Laboratory of Horticultural Machinery and Equipment, Taian, ChinaView further author information
,
Yanling ZhangCollege of Mechanical and Electronic Engineering, Shandong Agricultural University, Taian, China;Shandong Province Key Laboratory of Horticultural Machinery and Equipment, Taian, ChinaView further author information
,
Hongxing PengCollege of Mathematics and Informatics, South China Agricultural University, Guangzhou, ChinaView further author information
,
Zhongzheng LiuCollege of Mechanical and Electronic Engineering, Shandong Agricultural University, Taian, China;Shandong Province Key Laboratory of Horticultural Machinery and Equipment, Taian, ChinaView further author information
&
Jialin HouCollege of Mechanical and Electronic Engineering, Shandong Agricultural University, Taian, China;Shandong Province Key Laboratory of Horticultural Machinery and Equipment, Taian, ChinaCorrespondence[email protected]
View further author information
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Pages 252-259 | Received 18 May 2016, Accepted 10 Apr 2017, Published online: 04 May 2017

References

  • Li Z, Fu Z, Li L. Advance in agricultural plant protection technology based on machine vision. Trans Chin Soc Agr Mach. 2005;36(8):143–146. (in Chinese with English abstract).
  • Lai J, Li S, Ming B, et al. Advances in research on computer-vision diagnosis of crop diseases. Sci Agr Sin. 2009;42(4):1215–1221. (in Chinese with English abstract).
  • Camargo A, Smith J. Image pattern classification for the identification of disease causing agents in plants. Comput Electron Agr. 2009;66(2):121–125. doi: 10.1016/j.compag.2009.01.003
  • Kai S, Zhikun L, Hang S, et al. A research of maize disease image recognition of corn based on BP networks[C]//Measuring Technology and Mechatronics Automation (ICMTMA), 2011 Third International Conference on IEEE. 2011;1:246–249.
  • Okado M, Nakamura Y, Yamazaki M. Studies on the measurement of the color of rice leaves by image processing. JSAM. 1995;57(4):45–52.
  • Wang H, Li G, Ma Z, et al. Application of neural networks to image recognition of plant diseases[C]//Systems and Informatics (ICSAI), 2012 International Conference on. IEEE. 2012:2159–2164.
  • Zhang J, Qi L, Ji R, et al. Cotton diseases identification based on rough sets and BP neural network. Trans Chin Soc Agr Eng. 2012;28(7):161–167. (in Chinese with English abstract).
  • Liu T, Zhong X, Sun C, et al. Recognition of rice leaf diseases based on computer vision. Sci Agr Sin. 2014;4(6):664–674. (in Chinese with English abstract).
  • Wen H, Zhang L, Fu Z, et al. Disease diagnosis system design for cucumber based on web. Trans Chin Soc Agr Mac. 2010;41(12):178–182. (in Chinese with English abstract).
  • Yang F, Tian Y, Yang L, et al. Agricultural image denoising algorithm based on hybrid wavelet transform. Trans Chin Soc Agr Eng. 2011;27(3):172–178. (in Chinese with English abstract).
  • Rother C, Kolmogorov V, Blake A. Grabcut: Interactive foreground extraction using iterated graph cuts[C]//ACM transactions on graphics (TOG). ACM. 2004;23(3):309–314. doi: 10.1145/1015706.1015720
  • Liu S, Yin F. The basic principle and its new advances of image segmentation methods based on graph cuts[J]. Acta Automat Sin. 2012;38(6):911–922. (in Chinese with English abstract). doi: 10.3724/SP.J.1004.2012.00911
  • Dubey RS, Choubey R, Bhattacharjee J. Multi feature content based image retrieval. Inter J Comput Sci Eng. 2010;2(6):2145–2149.
  • Yang W, Sun C, Zhang L. A multi-manifold discriminant analysis method for image feature extraction. Pattern Recogn. 2011;44(8):1649–1657. doi: 10.1016/j.patcog.2011.01.019

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