Online grading method for fresh-cut vegetables based on optimal invariant moments

Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering

Volumn 27, Issue 10, 2011, Pages 354-358

  Zhang, Shuifa ^a   Wang, Kaiyi ^a   Wang, Shufeng ^a   Liu, Zhongqiang ^a   Mao, Lu ^a  

^a BEIJING RESEARCH CENTER FOR INFORMATION TECHNOLOGY IN AGRICULTURE   (China)

Author keywords

Agricultural products; Classification; Hu moments; Invariant moments; Machine vision; Mathematical modeling

Indexed keywords

COMPLEX BACKGROUND; FRESH-CUT; GEOMETRICAL FEATURES; HU MOMENTS; INVARIANT MOMENT; MATHEMATICAL MODELING; MOMENT INVARIANT; ON-LINE CLASSIFICATION; ONLINE GRADING; REAL TIME PERFORMANCE;

AGRICULTURAL MACHINERY; COLOR IMAGE PROCESSING; COMPUTER VISION; MATHEMATICAL MODELS; OPTIMIZATION;

VEGETABLES;

EID: 80855163555     PISSN: 10026819     EISSN: None     Source Type: Journal    
DOI: 10.3969/j.issn.1002-6819.2011.10.062     Document Type: Article

References (13)

1. Fu Yu. Application of machine vision technique in automation of agritural production[J]. Journal of Anhui Agri. Sci., 2008, 34(15): 3871-3872. (in Chinese with English abstract)
2. Hao Min, Ma Shuoshi, Hao Xiaodong. Potato shape detection based on Zernike moments[J]. Transactions of the CSAE, 2010, 26(2): 347-350. (in Chinese with English abstract)
3. Zhou Shuiqin, Ying Yibin. Color models and their application in color inspection and farm produce grading[J]. Journal of Zhejiang University (Agric. & Life Sci.), 2003, 29(6): 684-688. (in Chinese with English abstract)
4. Cai Jianrong, Xu Yueming. Identification and classification of apple shape based on active shape models[J]. Transactions of the CSAE, 2006, 22(6): 123-126. (in Chinese with English abstract)
5. Wang Yong, Shen Mingxia, Ji Changying. Using color data and shape properties for cotton fruit recognition[J]. Transactions of the CSAM, 2007, 38(11): 77-79. (in Chinese with English abstract)
6. Flusser J, T Suk. Rotation moment invariants for recognition of symmetric objects[J]. IEEE Transactions on Image Processing, 2006, 15(12): 3784-3790.
7. Xu D, Li H. Geometric moment invariants[J]. Pattern recognition, 2008, 41(1): 240-249.
8. Flusser J. Moment invariants in image analysis[J]. Transactions on Engineering, Computing and Technology, 2006, 11(1): 196-201.
9. Li D. Analysis of moment invariants on image scaling and rotation[J]. Innovations in Computing Sciences and Software Engineering, 2010, 1(1): 415-419.
10. 1998.
11. Bao Xiao'an, Zhang Ruilin. Apple grade identification method based on artificial neural network and image processing[J]. Transactions of the CSAE, 2004, 20(3): 109-112. (in Chinese with English abstract)
12. Li Bin, Wang Maohua. In-field pineapple recognition based on monocular vision[J]. Transactions of the CSAE, 2010, 26(10): 345-349. (in Chinese with English abstract)
13. Jiang Huanyu, Ying Yibin. Real time intelligent inspecting and grading line of fruits[J]. Transactions of the CSAE, 2002, 18(6): 158-160. (in Chinese with English abstract)