Automated agricultural equipment navigation using stereo disparity images

Transactions of the American Society of Agricultural Engineers

Volumn 47, Issue 4, 2004, Pages 1289-1300

  Rovira Mas F ^a   Zhang, Q ^b   Reid, J F ^a  

^a DEERE AND COMPANY   (United States)

^b UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

3D coordinates; Autonomous navigation; Disparity; Stereovision

Indexed keywords

AGRICULTURE; CROPS; IMAGE ANALYSIS; REGRESSION ANALYSIS; TRACTORS (AGRICULTURAL);

AGRICULTURAL EQUIPMENT; STEREOSCOPIC VISION;

VISION;

AGRICULTURAL TECHNOLOGY;

AGRICULTURE; FARM CROPS; IMAGE ANALYSIS; REGRESSION ANALYSIS; TRACTORS; VISION;

EID: 6344257216     PISSN: 00012351     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (12)

1. Beymer, D. and K. Konolige. 1999. Real-time tracking of multiple people using continuous detection. Available at: www.ai.sri.com/~konolige/.
2. Kondo, N., Y. Nishitsuji, P. P. Ling, and K. C. Ting. 1996. Visual feedback guided robotic cherry tomato harvesting. Trans. ASAE 39(6): 2331-2338.
3. Konolige, K. 1997. Small vision systems: Hardware and implementation. Available at: www.ai.sri.com/~konolige/.
4. Laubach, S. L., J. Burdick, and L. Matthies. 1998. An autonomous path planner implemented on the Rocky7 prototype microrover. In Proc. 1998 IEEE International Conference on Robotics and Automation, 292-297. New York, N.Y.: IEEE.
5. Lin, T., W. Chen, and F. Lu. 2002. Integration of a spatial mapping system using GPS and stereo machine vision. ASAE Paper No. 021195. St. Joseph, Mich.: ASAE.
6. Reid, J. F., Q. Zhang, N. Noguchi, and M. Dickson. 2000. Agricultural automatic guidance research in North America. Computers and Electronics in Agric. 25(1): 155-167.
7. Rovira-Más, F., Q. Zhang, J. F Reid, and J. D. Will. 2002. Machine vision algorithm for automatic guidance of an agricultural tractor. In Proc. Smart Engineering System Design, 607-612. New York, N.Y.: ASME Press.
8. Rovira-Más, F., Q. Zhang, J. F. Reid, and J. D. Will. 2003. Crop row detection method for vision-based automated guidance systems. J. Automobile Eng. (in review).
9. Shrestha, D. S., Steward, B. L., Birrel, S. J. and T. C. Kaspar. 2002. Corn plant height estimation using two sensing systems. ASAE Paper No. 021197. St. Joseph, Mich.: ASAE.
10. Sung, E., D. Tan, T. L. Phuan, C. W. Kee, and K. K. Choon. 1990. A computer graphics program for navigation by stereovision. In Proc. 16th Annual Conference of IEEE (IECON '90), 488-493. New York, N. Y.: IEEE.
11. Torii, T. 2000. Research in autonomous agriculture vehicles in Japan. Computers and Electronics in Agric. 25(1): 133-153.
12. Wagner, M., D. O'Hallaron, D. Apostolopoulos, and C. Urmson. 2002. Principles of computer system design for stereo perception. Technical Report CMU-RI-TR-02-01. Pittsburgh, Pa.: Carnegie Mellon University.