Anil Cheriyadat
Research Scientist
Phone: (865) 576-7597
Fax: (865) 241-6261
Email: cheriyadatam@ornl.gov
Education
PhD, Electrical Engineering, Rensselaer Polytechnic Institute (2009).
MS, Electrical Engineering, Mississippi State University (2003).
B.Tech, Cochin University of Science and Technology, India (1997).
Expertise
Computer Vision,
Machine Learning,
Image and Video analysis,
Signal processing,
Remote Sensing
Professional Experience
2009 – Present, Research Scientist, Oak Ridge National Laboratory, Oak Ridge, TN
2004 – 2009, Research Associate (ORAU), Oak Ridge National Laboratory, Oak Ridge, TN.
2003 – 2004, Research Associate, Geosystems Research Institute, Starkville, Mississippi
2000– 2001 , Senior Systems Engineer, Wipro Technologies, India
1999 – 2000, Systems Engineer, Xansa (formerly IIS Infotech), India
1998 – 1999, Asst Systems Executive, Pentafour Group, India.
Awards, Honors, and Certifications
- Barrier Fellowship (2002) for academic excellence from Mississippi State University.
Professional Interests
- Computer vision, Machine learning, Pattern recognition, Hyperspectral signal classification.
Selected Publications
A.M. Cheriyadat & R.J. Radke (2009). Non-negative Matrix Factorization of Partial Track Data for Motion Segmentation, Proceedings of the IEEE International Conference on Computer Vision (ICCV) 2009.
A. Cheriyadat & R. J. Radke (2008). Detection Dominant Motions in Dense Crowds, IEEE Journal of Special Topics in Signal Processing, Special Issue on Distributed Processing in Vision Networks, 2(4):568-581.
A.M. Cheriyadat, B.L. Bhaduri, & R.J. Radke (2008). Detecting Multiple Moving Objects in Crowded Environments with Coherent Motion Regions, Proceedings of the IEEE CVPR Workshop ’08, 1:8.
V. Vijayaraj, A. M. Cheriyadat, P. Sallee, B. Colder, R. R. Vatsavai, E. A. Bright, & B.L. Bhaduri (2008). Overhead Image Statistics, Proceedings of the IEEE Applied Imagery Pattern Recognition workshop.
K.W. Tobin, B.L. Bhaduri, E.A. Bright, A. Cheriyadat, T. P. Karnowski, P. J. Palathingal, T. E. Potok & J. R. Price (2006), Automated Feature Generation in Large-Scale Geospatial Libraries for Content-Based Indexing, Journal of Photogrammetric Engineering and Remote Sensing, 72(5).
A. Cheriyadat, E. A. Bright, B. L. Bhaduri & D. Potere (2007). Mapping of Settlements in High Resolution Satellite Imagery using High Performance Computing, GeoJournal 10(1-2):119-129.
A.Cheriyadat & L. Bruce (2003). Decision Level Fusion with Best Bases for Hyperspectral Classification, Proceedings of the IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, 399:406.
