Dr. Nasser Nasrabadi

Electrical and Computer Engineering

Education History

  • Electrical Engineering Electrical and Computer Engineering, Imerial College

Work Experience

Adjunct Professor, JHU Whiting School of Engineering

Publications

Zhangyang Wang, Nasser M. Nasrabadi, Thomas S. Huang, “Semi-supervised Hyperspectral Classification Using Task-driven Dictionary Learning with Laplacian Regularization,” IEEE Transactions on Geoscience and Remote Sensing, Vol.53, No.3, pp. 1161-1173, March 2015.

Umamahesh Srinivas, Nasser M. Nasrabadi, Vishal Monga, “Graph-based Sensor Fusion for Classification of Transient Acoustic Signals,” IEEE Transactions on Cybernetics, Accepted to appear in Vol., No. , pp. 00-00 Dec. 2014.

Zhaowen Wang, Nasser M. Nasrabadi, Thomas Huang, “Spatial-spectral Classification of Hyperspectral Images using Discriminative Dictionary Designed by Learning Vector Quantization,” IEEE Trans. On Geoscience and Remote Sensing, Vol. 52, No. 8, pp. 4808-4822, August 2014.

Xiaoxia Sun, Qing Qu, Nasser M. Nasrabadi, Trac D. Tran, “Structured Priors for Sparse Representation Based Hyperspectral Image Classification,” IEEE Geoscience and Remote Sensing Letter, To appear in vol.11, no. 5, pp. 00-00, Sept. 2014.

Qing Qu, Nasser M. Nasrabadi, Trac D. Tran, “Abundance Estimation for Bilinear mixture models via joint sparse and low rank representations,” IEEE Trans. On Geoscience and Remote Sensing, Vol. 52, No. 7, pp.4404-4422, July 2014.

Nasser M. Nasrabadi, “Hyperspectral Target Detection: An Overview of Current and Future Challenges,” IEEE Signal Processing Magazine, vol.31, no.1, pp. 34-44, Jan. 2014.

Vishal M. Patel, Glenn R. Easley, Nasser M. Nasrabadi, and Rama Chellappa, “Separated Component-Based Restoration of Speckled SAR Images,” IEEE Trans. On Geoscience and Remote Sensing, Vol. 52, No. 2, pp. 1019-1029, Feb. 2014.

Sumit Shekhar, Vishal M. Patel, Nasser M. Nasrabadi and Rama Chellappa, "Joint sparse representation for robust multimodal biometrics recognition," IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 36, No. 1, pp. 113-126, Jan. 2014.

Honors and Awards

  • IEEE Fellow (2001)
  • ARL Fellow (1999)
  • SPIE Fellow (1997)

Professional Organizations

IEEE
SPIE
ARL