Target detection in cluttered FLIR imagery using probabilistic neural networks

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5807, Issue , 2005, Pages 55-66

  Khan, J F ^a   Alam, M S ^a  

^a University of South Alabama   (United States)

Author keywords

Clutter rejection; Feature extraction; Morphological operator; Probabilistic neural network; Shifted region of interest

Indexed keywords

CLUTTER REJECTION; MORPHOLOGICAL OPERATORS; PROBABILISTIC NEURAL NETWORKS (PNN); SHIFTED REGION OF INTEREST (ROI);

CLASSIFICATION (OF INFORMATION); FEATURE EXTRACTION; IMAGING TECHNIQUES; INFRARED RADIATION; LOW PASS FILTERS; NEURAL NETWORKS;

RADAR TARGET RECOGNITION;

EID: 27544444634     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.603991     Document Type: Conference Paper

References (11)

1. B. Bhanu, "Automatic target recognition: state of the art survey," IEEE Transaction on Aerospace and Electronic Systems, vol. 22, no. 4, pp. 364-379, 1986.
2. T. Peli, L. Vincent, and V. Tom, "Morphology-based algorithms for target detection/segmentation in FLIR imagery," Proceedings of Society of Photo-Optical Instrumentation Engineers, vol. 1957, 1993.
3. R. C. Gonzalez, and R. E. Woods, Digital Image Processing, Addison-Wesley, New York, 1992.
4. T. C. Wang, and N. B. Karayiannis, "Detection of microcalcifications in digital mammograms using wavelets," IEEE Transactions on Medical Imaging, vol. 17, no. 4, 1998.
5. I. Daubechies, "Ten Lectures on Wavelets," SIAM, 1992.
6. C. K. Chui, "An Introduction to Wavelets," Academic Press Incorporation, 1992.
7. G. Strang, and T. Nguyen, "Wavelets and Filter Banks," Wellesley Cambridge, 1996.
8. D. Davies, P. Palmer, and M. Mirmehdi, "Detection and tracking of very small low contrast objects," Proceedings of the 9th British Machine Vision Conference, 1998.
9. I. Daubechies, "Orthonormal bases of compactly supported wavelets," Communication on Pure and Applied Mathematics, vol. 41, pp. 909-996, 1988.
10. K. Messer, D. de Ridder, and J. Kittler, "Adaptive texture representation methods for automatic target recognition," British Machine Vision Conference, 1999.
11. B. Bhanu, and T. Jones, "Image understanding research for automatic target recognition," IEEE Transaction on Aerospace and Electronic Systems Magazine, pp. 15-22, 1993.