Physics-based models of color and IR video for sensor fusion

IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems

Volumn 2003-January, Issue , 2003, Pages 161-166

  Nadimi, S ^a   Bhanu, B ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Infrared sensors; Intelligent sensors; Intelligent systems; Layout; Mathematical model; Predictive models; Reflection; Sensor fusion; Sensor phenomena and characterization; Sensor systems

Indexed keywords

INFRARED DETECTORS; INTELLIGENT SYSTEMS; MATHEMATICAL MODELS; REFLECTION;

INFRA-RED SENSOR; INTELLIGENT SENSORS; LAYOUT; PREDICTIVE MODELS; SENSOR FUSION; SENSOR SYSTEMS;

SENSOR DATA FUSION;

EID: 10044264783     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MFI-2003.2003.1232650     Document Type: Conference Paper

References (16)

1. D.L. Hall, and J. Llinas, "An introduction to multisensor fusion", Proc. of the IEEE, Vol. 85, No. 1, pp. 6-25, Jan. 1995.
2. B.V. Dasarathy, "Fusion strategies for echancing decision reliability in multisensor environments", Optical Engineering, Vol. 35, No. 3, pp. 603-616, Mar. 1996.
3. S. Nadimi and B. Bhanu, "Multistrategy fusion using mixture model for moving object detection," Proc. Intl. Conf. on Multisensor Fusionand Integration for Intelligent Systems, pp. 317-322, Aug. 2001.
4. D. M. Buede, and P. Girardi, "A target identification comparison of Bayesian and Dempster-Shafer multisensor fusion", IEEE Transactions on Systems Man & Cybernetics, Vol. 27, No. 5, pp. 569-577, Sept. 1997.
5. H. Zhang, "Multisensor data fusion by improved Hough transformation", High Technology Letters, pp.7-11, Dec. 1995.
6. M.E. Ulug, and C. McCullough, "Feature and data level fusion of infrared and visual images", Proc. SPIE: Intl. Society for Optical Engineering, Vol. 37. No. 19, pp. 312-318, Apr. 1999.
7. C.W. Therrien, J.W. Scrofani, and W.K. Krebs, "An adaptive technique for the enhanced fusion of low light visible with uncooled thermal infrared imagery", Proc. Intl. Conf. on Image Processing, Vol. 3, pp. 405-409, 1997.
8. N. Nandhakumar, and J.K. Aggrawal, "Physics-based integration of multiple sensing modalities for scene interpretation", Proc. of the IEEE, Vol. 85. No. 1, pp 147-163, Jan. 1997.
9. D. Terzopoulos, and D. Metaxas, "Dynamic 3D models with local and global deformations: deformable superquadrics", IEEE Transactions on Pattern Analysis & Machine Intelligence, Vol. 13, No. 7, pp. 703-714, July 1991.
10. I. Pavlidis, et. al. "Automatic detection of vehicle passengers through near-infrared fusion", Proc. IEEE Conf. on Intelligent Transportation Systems, pp. 304-309, Oct. 1999.
11. S. Nadimi, B. Bhanu, "Moving shadow detection using a physics-based approach," IEEE Intl. Conf. on Pattern Recognition, pp. 701-704, Aug. 2002.
12. B.T. Phong, "Illumination for computer generated pictures," Communication of the ACM, Vol. 98, No. 6, 1975.
13. S. A. Shafer, "Using color to separate reflection components", COLOR Research and Application, Vol. 10, No. 4, pp. 210-218, 1985.
14. G. Ward, "The RADIANCE lighting simulation and rendering system", Computer Graphics (SIGGRAPH' 94), pp. 459-472, July 1994.
15. F.P. Incorpera, and D.P. DeWitt, Introduction to Heat Transfer, John Wiley & Sons, 1990.
16. G. Zissis, The Infrared & Electro-Optical Systems Handbook, Volume 1, SPIE Optical Engineering Press, 1993.