Fused multi-sensor image mining for feature foundation data

Proceedings of the 3rd International Conference on Information Fusion, FUSION 2000

Volumn 1, Issue , 2000, Pages

  Streilein, William ^a   Waxman, Allen ^a   Ross, William ^a   Liu, Fang ^a   Braun, Michael ^a   Fay, David ^a   Harmon, Paul ^a   Read, Chung Hye ^a,b  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b National Imagery and Mapping Agency   (United States)

Author keywords

3D visualization; collaborative exploitation; data mining; Fuzzy ARTMAP; image fusion; pattem recognition; sensor fusion; target recognition

Indexed keywords

DATA MINING; IMAGE ANALYSIS; IMAGE FUSION; INFORMATION FUSION; SYNTHETIC APERTURE RADAR; THREE DIMENSIONAL COMPUTER GRAPHICS; USER INTERFACES; VISUALIZATION;

3D VISUALIZATION; COLLABORATIVE EXPLOITATION; FUZZY ARTMAP; PATTEM RECOGNITION; SENSOR FUSION; TARGET RECOGNITION;

SENSORS;

EID: 84901474792     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IFIC.2000.862686     Document Type: Conference Paper

References (14)

1. Ross, W. D., Waxman, A, Streilein, W., Aguilar, M., Verly, J., Liu, F., Braun, M.I., Harmon, P., and Rak, S., (2000), Multi-Sensor 3D Image Fusion and Interactive Search, To appear in Proceedings of Third International Conference on Information Fusion, Paris, July 2000.
2. Carpenter, G. A., Grossberg, S., Markuzon, J. H., Reynolds, J. H. and Rosen, D. B., (1991), Fuzzy ARTMAP: A neural architecture for incremental supervised learning of analog multidimensional maps, IEEE Transactions on Neural Networks, 3 (5), 698-713, 1688-1692.
3. Waxman, A. M., Gove, A.N., Fay, D.A., Racamato, J.P., Carrick, J.E., Seibert, M.C., and Savoye, E.D., (1997), Color Night Vision: Opponent Processing in the Fusion of Visible and IR Imagery, Neural Networks, 10 (1), PP. 1-6.
4. Waxman, A. M., Gove, A.N., Fay, D.A., Racamato, J.P., Carrick, J.E., Seibert, M.C., Savoye, E.D., Burke, B.E., Reich, R.K., McGonagle, W.H., and Craig, D.M., (1996), Solid state color night vision: Fusion of low-light visible and thermal IR imagery, Proc. of the Meeting of the IRIS Specialty Group on Passive Sensors 1996, 2, pp. 263-280.
5. Delanoy, R.L., "Toolkit for Image Mining: User- Trainable Search Tools, ", 1995, Lincoln Laboratory Journal, 8 (2), pp. 145-160.
6. Fay, D.A., Waxman, A.M., Aguilar, M., Ireland, D.B., Racamato, J.P., Ross, W.D., Streilein, W.W., and Braun, M.I., Fusion of Multi-Sensor Imagery for Night Vision : Color Visualization, Target Learning and Search, To appear in Proceedings of Third International Conference on Information Fusion, Paris, July 2000.
7. Gove, A.N., Cunningham, R.K., and Waxman, A.M., (1996), Opponent-color visual processing applied to multispectral infrared imagery, Proc. of the Meeting of the IRIS Specialty Group on Passive Sensors, 2, pp. 247-262.
8. Waxman, A.M., Aguilar, M., Baxter, R.A., Fay, D.A., Ireland, D.B., Racamato, J.P., and Ross, W.D., (1998), Opponent-color fusion of Multi-Sensor Imagery: Visible, IR and SAR, Proc. of the Meeting of the IRIS Specialty Group on Passive Sensors, 1, pp. 43-61.
9. Waxman, A.M., Aguilar, M., Fay, D.A., Ireland, D.B., Racamato, J.P., Ross, W.D., Carrick, J.E., Gove, A.N., Seibert, M.C., Savoye, E.D., Reich, R.K., Burke, B.E., McGonagle, W.H., and Craig, D.M., (1998), Solid state color night vision: Fusion of low-light visible and thermal IR imagery, Lincoln Laboratory Journal, 11 (1), pp. 41-60.
10. Grossberg, S, and Mingolla, E. (1987), Neural dynamics of surface perception: Boundary webs, illuminants, and shape-from-shading. Computer Vision, Graphics, and Image Processing, 37, 116-165.
11. Haralick, R. (1979), Statistical and Structural Approaches to Texture, Proceedings of the IEEE, 67 (5) 786-804.
12. Zadeh, L. A., Fuzzy Sets, (1965), Information and Control, 8, 338-353.
13. Carpenter, G. A., Grossberg, S., and Reynolds, J. H., (1991), ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network. Neural Networks, 4 (5), 565-588.
14. Carpenter, G. A., Grossberg, S., and Rosen, D. B. (1991), Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system. Neural Networks, 4, 759-771.