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Current and Previous Projects
- Scientific Visualization
- M. Zhu,
Q. Wu, N. S. V. Rao, S. S. Iyengar "
Optimal pipeline decomposition and adaptive
network mapping to support remote visualization", Journal of
Computer Animation and Virtual World, (to appear), 2005.
- M. Zhu, Q. Wu, N. S. V. Rao, S. S. Iyengar, " On optimal mapping of visualization pipeline
onto linear arrangement of network nodes ", Conference on Visualization and Data Analysis
2005 (EI10) Part of IS&T/SPIE's International Symposium on Electronic Imaging 2005, 17-18
January 2005, San Jose Marriott and San Jose Convention Center, San Jose, California,USA.
- M. Zhu, Q. Wu, N. S. V. Rao, S. S. Iyengar, " Adaptive Visualization
Pipeline Decomposition and Mapping onto Computer Networks ", 3rd
International Conference on Image and Graphics December 18-20, 2004,
Hong Kong, China.
- Three Dimensional Route Planning for Large Grids
- Nathan E. Brener, Hua C. Looney, S. S. Iyengar, and Narayanadas Vakamudi
"Three-Dimensional Route
Planner Using A* Algorithm; Application to Autonomous
Underwater Vehicles ", (Submitted for Publication) 2005.
- N. E. . Brener, S. S. Iyengar, Hua C. Looney, N. Vakamudi,
Decai Yu, Q. Huang and J. Barhen, "
Three-dimensional route
planning for large grids ", Journal of Indian Insitute of Science,
May–Aug. 2004, 84, 67–76.
- Data Mining in high Dimensional Domains
- T.L. Bharatheesh, S.S. Iyengar, “Predictive Data Mining for Delinquency Modeling”,
Proceedings of the 2004 International Conference on Embedded Systems and Applications,
Las Vegas, June 21-24, 2004.
- Advances in Sensor Fusion
/ Target
Location
- Mengxia Zhu, Song Ding, Richard R. Brooks, Qishi Wu, Nageswara S.V. Rao, and S. Sitharama Iyengar
"Fusion of Threshold Rules for
Target Detection in Sensor Networks ", ACM Transactions on Sensors
Networks (Submitted for publication) , 2005.
- Q. Wu, S.S. Iyengar, N.S.V. Rao, J. Barhen, V. K. Vaishnavi, H. Qi,
K. Chakrabarty, “On Computing the Route of a Mobile Agent for Data Fusion in a Distributed Sensor Network”, IEEE Transactions on Knowledge and Data Engineering,
vol. 16, pp. 740-753, June 2004.
- S.S. Iyengar, S. Sastry, and N. Balakrishnan, “Foundations of Data Fusion for Automation”, IEEE Instrumentation and Measurement Magazine, December 2003, pp 35-41.
- K. Chakrabarty, S.S. Iyengar, H. Qi, and E.C. Cho, Grid
Coverage of Surveillance and Target Location in Distributed Sensor
Networks ", IEEE Transactions on Computers, Vol 51, No. 12, December
2002.
- S.S. Dhillon, K. Chakrabarty, and S.S. Iyengar, “Sensor Placement for Grid Coverage under Imprecise Detections”,
Proceedings of the International Conference on Information Fusion (FUSION 2002),
pp. 1581-1587, 2002.
- S.S. Iyengar and B. Jones, “Information Fusion Techniques for Pattern Analysis
in Large Sensor Data Networks”, Journal of Franklin Institute, JFI 338, pp 571-582, July 2001.
- K. Chakrabarty, S.S.Iyengar, H. Qi and E.C. Cho, “ Coding
Theory Framework for Target Locations in Distributed Sensor
Networks”, Proceedings of International Symposium on Information
Technology: Coding and Computing, Las Vegas, Nevada, April 2001.
- S.S.Iyengar and B. Jones “Information Fusion in Manufacturing
Environment”, Proceedings of International Conference on Information
Technology Integration for Manufacturing, Dec.28-30, 1998,
Bangalore, India.
- R.R. Brooks, S.S.Iyengar, and S. Rai, “Comparison of Genetic Algorithm and Simulated Annealing for
Cost Minimization in a Multi-Sensor System”, Journal of Optical Eng. 37(2) February 1998.
- R.R. Brooks and S.S.Iyengar, “Real-Time Distributed Sensor Fusion for Time
Critical Sensor Readings”, Journal of optical Engineering, 36(3) 767-779, March 1997.
- J. Zachary and S.S.Iyengar, “Three dimensional data fusion for
biomedical surface reconstruction”, SPIE AeroSense 97 Sensor Fusion:
Architecture, Algorithms, and Applications, April 1997.
- R.R.
Brooks and S.S.Iyengar, "Dynamic Sensor Fusion", Proceedings
of the Workshop on Foundations of Information/Decision Fusion:
Applications to Engineering Problems, Aug. 7-9, 1996, Washington
D.C.
- R.R. Brooks and S.S.Iyengar, “Methods of Approximate
Agreement for Multisensor Fusion”, SPIE Proceedings Signal
Processing, Sensor Fusion and Target Recognition IV, Orlando, Fl.,
April 1995.
- L. Prasad, S.S.Iyengar, R. Rao and R. L. Kashyap, "Fault-tolerant Integration of Abstract Sensor
Estimates using Multi-resolution Decomposition", Physical Review E, Vol.49, No.4, pp. 3452-3460, 1994.
- R. L. Kashyap, S.S.Iyengar, and R. N. Madan, "A Tree
Architecture for Sensor Fusion problems", Proc. of SPIE's Technical
Symposium on Sensor Fusion, April 1990, Orlando, Florida.
- Wavelet-Based Fault-Tolerant Integration and Target Recognition in Multi-dimensional Sensor Signal Processing. (past)
- S.S. Iyengar, E.C. Cho and V. Phoha, "Foundations of Wavelet Networks
and Applications", Chapman and Hall/CRC Press, June 2002, pp. 258.
- R.R. Brooks, L.Greve, S.S. Iyengar, “Recognition in the Wavelet Domain: A Survey”,
Journal of Electronic Imaging, No. 3, Vol. 10, pp757-784, July 2001.
- S. Kiran, S.S.Iyengar, R.L. Holyer, M. Lybanon, and J.M. Zachary, “Wavelet Based Feature Extraction of Oceanographic
Images”, IEEE Transactions on Geo Science and Remote Sensing Vol.36, No.3, May 1998 pp767-778.
- Content Based Image Retrieval Systems.
- J. Zachary and S.S. Iyengar “Information Theoretic Similarity Measures
for Content Based Image Retrieval”, Journal of American Society of Information
Science and Technology (JASIS), 52(10), August 2001.
- J. Zachary, S.S. Iyengar and Jacob Barhen, “Content Based Image Retrieval and
Information Theory: A General Approach”, Journal of American Society of
Information Science and Technology (JASIS), 52(10), August 2001.
- Automatic Target Detection using Image Similarity Measures.
- R.R. Brooks, S.S.Iyengar, Robot Algorithm Evaluation by Simulating Sensor Faults,"
Signal Processing, Sensor Fusion, Target Recognition IV, eds. Kadar and Libby, SPIE,
Bellingham, West Virginia, Proceedings of SPIE International Symposium on Aerospace/Defense
Sensing, Dual Use Photonics, Orlando, Florida, April 1995.
- R.R. Brooks and S.S.Iyengar, “Methods of Approximate Agreement for Multisensor Fusion”,
SPIE Proceedings Signal Processing, Sensor Fusion and Target Recognition IV, Orlando, Fl., April 1995.
- Route Planning and Mine Avoidance for Underwater Autonomous Vehicles
- J. Benton, S.S.Iyengar, W. Deng, N. Brener, and V. Subramanyam,
"Tactical Route
Planning: New Algorithms for Decomposing the Map",
Journal of Artificial Intelligence Tools and Applications, Vol. 5, Nos. 1 and 2 (1996), 199-218.
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