Stereo vision three-dimensional terrain maps for precision agriculture

Computers and Electronics in Agriculture

Volumn 60, Issue 2, 2008, Pages 133-143

  Rovira Más, Francisco ^a   Zhang, Qin ^b   Reid, John F ^c  

^a UNIVERSITAT POLITÈCNICA DE VALÈNCIA   (Spain)

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

^c DEERE AND COMPANY   (United States)

Author keywords

3D map; Autonomous navigation; GPS; IMU; Precision agriculture; Stereo vision; Terrain mapping

Indexed keywords

MAP SYMBOLS; PHOTOGRAMMETRY; SENSOR NETWORKS; STEREO VISION; THREE DIMENSIONAL;

AUTONOMOUS NAVIGATION; PRECISION AGRICULTURE; TERRAIN MAPPING;

HARVESTING;

GEODETIC DATUM; GPS; INFORMATION TECHNOLOGY; NAVIGATION; PRECISION AGRICULTURE; SENSOR; STEREO IMAGE; TOPOGRAPHIC MAPPING;

EID: 38149016108     PISSN: 01681699     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compag.2007.07.007     Document Type: Article

References (16)

1. Dissanayake M.W.M.G., Newman P., Clark S., Durrant-Whyte H.F., and Csorba M. A solution to the simultaneous localisation and map building (SLAM) problem. IEEE Trans. Rob. Autom. 17 3 (2001) 229-241
2. Han, S., Zhang, Q., 2001. Map-based control functions for autonomous tractors. ASAE paper No 011191. St. Joseph, MI.
3. Hrabar S., Sukhatme G.S., Corke P., Usher K., and Roberts J. Combined optic-flow and stereo-based navigation of urban canyons for a UAV. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2005) (2005) 3309-3316
4. Huber D., Carmichael O., and Hebert M. 3-D map reconstruction from range data. Proc. 2000 IEEE International Conference on Robotics & Automation. San Francisco, CA, April (2000) 891-897
5. Lee S., Jang D., Kim E., Hong S., and Han J. A real-time 3D workspace modeling with stereo camera. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2005) (2005) 2140-2147
6. Lobo J., Almeida L., Alves J., and Dias J. Registration and segmentation for 3D map building. Proc. IEEE International Conference on Robotics and Automation (ICRA '03), vol. 1 (2003) 139-144
7. McBride J., Snorrason M., Goodsell T., Eaton R., and Stevens M.R. Single camera stereo for mobile robot surveillance. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol. 3 (2005)
8. Miller R., and Amidi O. 3-D site mapping with the CMU autonomous helicopter. Proc. 5th International Conference on Intelligent Autonomous Systems (IAS-5), June (1998)
9. Olson C.F., Abi-Rached H., Ye M., and Hendrich J.P. Wide-baseline stereo vision for Mars rovers. Proc. 2003 International Conference on Intelligent Robots and Systems (IROS 2003), vol. 2 (2003) 1302-1307
10. Rovira-Más F., Zhang Q., and Reid J.F. Creation of three-dimensional crop maps based on aerial stereoimages. Biosyst. Eng. 90 3 (2005) 251-259 doi:10.1016/j.biosystemseng.2004.11.013
11. Rovira-Más F., Reid J.F., and Zhang Q. Stereovision data processing with 3D density maps for agricultural vehicles. Transac. ASABE 49 4 (2006) 1213-1222
12. Se S., Lowe D., and Little J. Vision-based mapping with backward correction. Proc. 2002 IEEE/RSJ International Conference on Intelligent Robots and Systems. EPFL, Lausanne, Switzerland, October (2002) 153-158
13. Wang L.K., Hsieh S., Hsueh E., Hsaio F.B., and Huang K.Y. Complete pose determination for low altitude unmanned aerial vehicles using stereo vision. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2005) (2005) 108-113
14. Weast A.B., Ota J.M., Kitts C.A., Bulich C.A., Laurence A.M., Lwin C.M., Wigle T.D., Perkins W.B., and Cook J.F. Integrating digital stereo cameras with Mars Pathfinder technology for 3D regional mapping underwater. Proc. 1999 IEEE Aerospace Conference. Snowmass, CO, March (1999) 253-259
15. Zabih R., and Woodfill J. Non-parametric local transform for computing visual correspondence. Proc. of the third European Conference on Computer Vision. Stockholm, May (1994) 151-158
16. Zhao H., and Aggarwal J.K. 3D reconstruction of an urban scene from synthetic fish-eye images. IEEE Southwest Symposium on Image analysis and Interpretation. Austin, Texas, April (2000)