Recognition and classification for vision navigation application environment of agricultural vehicle

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

Volumn 40, Issue 7, 2009, Pages 166-170

  Zhao, Bo ^a   Wang, Meng ^b   Mao, Enrong ^b   Zhang, Xiaochao ^a   Song, Zhenghe ^b  

^a CHINESE ACADEMY OF AGRICULTURAL MECHANIZATION SCIENCES   (China)

^b CHINA AGRICULTURAL UNIVERSITY   (China)

Author keywords

Agricultural vehicle; Application environment; Neural network; Path recognition; Vision navigation

Indexed keywords

AGRICULTURAL VEHICLE; AGRICULTURAL VEHICLES; APPLICATION ENVIRONMENT; AVERAGE COST; CLASSIFICATION RESULTS; NAVIGATION ENVIRONMENT; PATH RECOGNITION; RESEARCH METHODS; VISION NAVIGATION;

INTELLIGENT NETWORKS; NAVIGATION SYSTEMS; NEURAL NETWORKS; VEHICLES;

NAVIGATION;

EID: 68249117659     PISSN: 10001298     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (12)

1. Reid J F, Stephen, Searcy W. Automatic tractor guidance with computer vision[C]. SAE Paper 871639, 1987: 673-693.
2. Astrand B, Baerveldt A J. A vision based row-following system for agricultural field machinery[J]. Mechatronics, 2005, 15(2): 251-269.
3. Tillett N D, Hague T, Grundy A C, et al. Mechanical within-row weed control for transplanted crops using computer vision[J]. Biosystems Engineering, 2008, 99(2): 171-178.
4. Debain C, Chateau T, Berducat M, et al. A guidance-assistance system for agricultural vehicles[J]. Computers and Electronics in Agriculture, 2000, 25(1-2): 29-51.
5. Torii T, Satoshi K, Teshima T, et al. Crop row tracking by autonomous vehicle using machine vision (part 1)[J]. Journal of JSAE, 2000, 62(2): 41-48.
6. Torii T, Takamizawa A, Okamoto T, et al. Crop row tracking by autonomous vehicle using machine vision (part 2)[J]. Journal of JSAE, 2000, 62(5): 37-42.
7. Zhao Bo, Zhu Zhongxiang, Song Zhenghe, et al. Path recognition method for vision navigation of agricultural vehicle[J]. Journal of Jiangsu University: Natural Science Edition, 2007, 28(6): 482-486. (in Chinese)
8. Shi Xiaolong, Xu Zhibang, Xu Jin. Application of Kohonen networks for image segmentation[J]. Journal of Huazhong University of Science and Technology: Nature Science Edition, 2005, 33(9): 13-14. (in Chinese)
9. Mao Wenhua, Jiang Honghua, Hu Xiaoan, et al. Between-row weed detection method based on position feature[J]. Transactions of the Chinese Society for Agricultural Machinery, 2007, 38(11): 74-76. (in Chinese)
10. 2007, 38(6): 202-204.
11. Hou Xuegui, Chen Yong, Guo Weibin. Machine vision-based navigation for a weeding robot[J]. Transactions of the Chinese Society for Agricultural Machinery, 2008, 39(3): 106-108. (in Chinese)
12. Yang Qinghua, Wu Jiayi, Bao Guanjun, et al. Algorithms of path guidance line based on computer vision and their applications in agriculture and forestry environment[J]. Transactions of the Chinese Society for Agricultural Machinery, 2009, 40(3): 147-151. (in Chinese)