Hidden Markov models for multiaspect target classification
Publication
, Journal Article
Runkle, PR; Bharadwaj, PK; Couchman, L; Carin, L
Published in: IEEE Transactions on Signal Processing
January 1, 1999
This correspondence presents a new approach for target identification, in which we fuse scattering data from multiple target-sensor orientations. The multiaspect data is processed via hidden Markov model (HMM) classifiers, buttressed by physics-based feature extraction. This approach explicitly accounts for the fact that the target-sensor orientation is generally unknown or 'hidden'. Discrimination results are presented for measured scattering data.
Duke Scholars
Published In
IEEE Transactions on Signal Processing
DOI
ISSN
1053-587X
Publication Date
January 1, 1999
Volume
47
Issue
7
Start / End Page
2035 / 2040
Related Subject Headings
- Networking & Telecommunications
Citation
APA
Chicago
ICMJE
MLA
NLM
Runkle, P. R., Bharadwaj, P. K., Couchman, L., & Carin, L. (1999). Hidden Markov models for multiaspect target classification. IEEE Transactions on Signal Processing, 47(7), 2035–2040. https://doi.org/10.1109/78.771050
Runkle, P. R., P. K. Bharadwaj, L. Couchman, and L. Carin. “Hidden Markov models for multiaspect target classification.” IEEE Transactions on Signal Processing 47, no. 7 (January 1, 1999): 2035–40. https://doi.org/10.1109/78.771050.
Runkle PR, Bharadwaj PK, Couchman L, Carin L. Hidden Markov models for multiaspect target classification. IEEE Transactions on Signal Processing. 1999 Jan 1;47(7):2035–40.
Runkle, P. R., et al. “Hidden Markov models for multiaspect target classification.” IEEE Transactions on Signal Processing, vol. 47, no. 7, Jan. 1999, pp. 2035–40. Scopus, doi:10.1109/78.771050.
Runkle PR, Bharadwaj PK, Couchman L, Carin L. Hidden Markov models for multiaspect target classification. IEEE Transactions on Signal Processing. 1999 Jan 1;47(7):2035–2040.
Published In
IEEE Transactions on Signal Processing
DOI
ISSN
1053-587X
Publication Date
January 1, 1999
Volume
47
Issue
7
Start / End Page
2035 / 2040
Related Subject Headings
- Networking & Telecommunications