Pareto optimal sensing strategies for an active vision system

Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004

Volumn 1, Issue , 2004, Pages 457-463

  Dunn, Enrique ^a   Olague, Gustavo ^a   Lutton, Evelyne ^b   Schoenauer, Marc ^c  

^a CENTRO DE INVESTIGACIÓN CIENTÍFICA Y DE EDUCACIÓN SUPERIOR DE ENSENADA   (Mexico)

^b INRIA   (France)

^c INRIA   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE VISION SYSTEMS; OPTIMAL SENSING STRATEGY; SENSOR PLANNING;

COMPUTER SIMULATION; ERROR ANALYSIS; INVERSE KINEMATICS; INVERSE PROBLEMS; LEAST SQUARES APPROXIMATIONS; MANIPULATORS; MATHEMATICAL MODELS; MATRIX ALGEBRA; OPTIMIZATION; PHOTOGRAMMETRY; PROBLEM SOLVING; SENSORS;

EVOLUTIONARY ALGORITHMS;

EID: 4344635897     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (19)

1. Bajcsy R., 1986. "Passive Perception vs. Active Perception". Proc. IEEE Workshop on Computer Vision.
2. Tarabanis K.A., Allen P.K., Tsai R.Y. 1995. "A Survey of Sensor Planning in Computer Vision". IEEE Trans. on Robotics and Automation. 11(1):86-104 p.
3. Ye Y., Tsotsos J. 1999. "Sensor Planning for 3D Object Search". Computer Vision and Image Understanding. 73(2):145-168p.
4. Fraser C.S., 1996. Network Design. "Close-range Photogrammetry and Machine Vision"(K.B. Atkinson, editor). Whittles Publishing, Scotland, UK. 371 pp.
5. Olague G. 2002. "Automated Photogrammetric Network Design Using Genetic Algorithms". Photogrammetric Engineering & Remote Sensing, 68(5):423-431. Awarded "2003 First Honorable Mention for the Talbert Abrams Award", by ASPRS.
6. Triggs B., Laugier C. 1995. "Automatic camera placement for robot vision tasks". IEEE Intl. Conf. on Robotics & Automation.
7. Sheng W. 2002. "CAD-based Robot Motion Planning for Inspection in Manufacturing". PhD. Thesis. Michigan State University.
8. Yang C., Marefat M., Ciarallo F. 1998. "Error Analysis and Planning Accuracy for Dimensional Measurement in Active Vision Inspection". IEEE Trans. on Robotics & Automation, 14(3):476-487 p.
9. Dunn, E., Olague, G. 2003. "Evolutionary Computation for Sensor Planning: The Task Distribution Plan." EURASIP Journal on Applied Signal Processing, Special Issue on Genetic and Evolutionary Computation for Signal Processing and Image Analysis. Volume 2003, No. 8, 1 July 2003. pp. 748-756.
10. S.Y. Chen and Y.F. Li. 2004. "Automatic Sensor Placement for Model-Based Robot Vision". IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, Vol. 34, No. 1, pp. 393-408.
11. Dunn, E. and Olague, G. 2004. "Multi-objective Sensor Planning for Efficient and Accurate Object Reconstruction."6th European Workshop on Evolutionary Computation in Image Analysis and Signal Processing. to appear.
12. Olague G. Mohr R. 2002. "Optimal Camera Placement for Accurate Reconstruction". Pattern Recognition, 35(4):927-944 p.
13. Dasgupta D., McGregor R. 1993. "sGA: A Structured Genetic Algorithm". Technical Report No. IKBS-11-93, Department of Computer Science University of Strathclyde.
14. Deb K. 2001. "Multi-Objective Optimization using Evolutionary Algorithms" John Wiley & Sons, Ltd. Baffins Lane, Chichester, West Sussex, P019 1UD, England. 497 pages.
15. Olague, G., Hernndez, B. and Dunn, E. (2003) Accurate L-corner Measurement using USEF Functions and Evolutionary Algorithms. 5th European Workshop on Evolutionary Computation in Image Analysis and Signal Processing. Lecture Notes in Computer Science 2611. pp. 410-421. Springer-Verlag. EvoIASP2003.
16. Olague, G., Hernndez, B. and Dunn, E. 2003. Hybrid Evolutionary Ridge Regression Approach for High-Accurate Corner Extraction. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Madison, Wisconsin, USA, June 16-23, 2003. Vol. 1, pp. 744-749.
17. Deb K., Agrawal S., Pratab A., Meyarivan T., 2000. "A Fast Elitist Non-Dominated Sorting Algorithm for Multi Objective Optimization: NSGA-II". Proceedings of PPSN VI, Paris France. Springer. Lecture Notes in Computer Science No. 1917.
18. Knowles J.,Corne D. 2002. "On Metrics for Comparing Nondominated Sets". Proceedings of Congress on Evolutionary Computation 2002.
19. Zitzler E. 1999. "Evolutionary Algorithms for Multiobjective Optimization: Methods and Applications". PhD. Thesis, Swiss Federal Institute of technology (ETH), Zurich, Switzerland.