Separating adjoined apples based on machine vision and information fusion

Nongye Jixie Xuebao/Transactions of the Chinese Society of Agricultural Machinery

Volumn 40, Issue 11, 2009, Pages 180-183

  Zhang, Yajing ^a   Li, Minzan ^a   Liu, Gang ^a   Qiao, Jun ^a  

^a CHINA AGRICULTURAL UNIVERSITY   (China)

Author keywords

Apple; Image segmentation; Information fusion; Machine vision

Indexed keywords

APPLE; APPLE FRUITS; COLOR INFORMATION; INTENSITY INFORMATION; LAB MODELS; LIGHT SPOT; ON-MACHINES;

AGRICULTURAL PRODUCTS; COMPUTER VISION; DIGITAL IMAGE STORAGE; IMAGE FUSION; IMAGE SEGMENTATION; INFORMATION FUSION; INFORMATION USE;

FRUITS;

EID: 71949110838     PISSN: 10001298     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (12)

1. Kanae Tanigaki, Tateshi Fujiura, Akira Akase. Cherry-harvesting robot[J]. Computers and Electronics in Agriculture, 2008, 63(1): 65-72.
2. Guo Ping, Lu Hanqing. A study on Bayesian probabilistic image automatic segmentation[J]. Acta Optica Sinica, 2002, 22(12): 1479-1483. (in Chinese)
3. Guo Haitao, Tian Tan, Wang Lianyu, et al. Image segmentation using the maximum entropy of the two-dimensional bound histogram[J]. Acta Optica Sinica, 2006, 26(4): 506-509. (in Chinese)
4. Liu Delian, Zhang Jianqi. New texture segmentation-based approach for change detection in remote sensing image[J]. Acta Optica Sinica, 2006, 26(8):1177-1181. (in Chinese)
5. Xun Yi, Chen Xiao, Li Wei, et al. Automatic recognition of on-tree apples based on contour curvature[J]. Journal of Jiangsu University: Natural Science Edition, 2007, 28(6):461-464. (in Chinese)
6. 2006, 22(4):139-142.
7. 2006, 37(10):200-203.
8. Xie Zhiyong, Zhang Tiezhong, Zhao Jinying. Ripened strawberry recognition based on Hough transform[J]. Transactions of the Chinese Society for Agricultural Machinery, 2007, 38(3):106-109. (in Chinese)
9. Bulanon D M, Kataoka T, Ota Y, et al. AE-automation and emerging technologies: a segmentation algorithm for the automatic recognition of Fuji apples at harvest[J]. Biosystems Engineering, 2002, 83(4): 405-412.
10. Sun D W, Du C J. Segmentation of complex food images by stick growing and merging algorithm[J]. Journal of Food Engineering, 2004, 61(1):17-26.
11. Kleynen O, Leemans V, Destain M F. Development of a multi-spectral vision system for the detection of defects on apples[J]. Journal of Food Engineering, 2005, 69(1):41-49.
12. Si Yongsheng, Qiao Jun, Liu Gang, et al. Recognition and shape features extraction of apples based on machine vision[J]. Transactions of the Chinese Society for Agricultural Machinery, 2009, 40(8):161-165, 75. (in Chinese)