Reliable ISR algorithms for a very low power approximate computer

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8713, Issue , 2013, Pages

  Eaton, Ross S ^a   McBride, Jonah C ^a   Bates, Joseph ^b  

^a CHARLES RIVER ANALYTICS   (United States)

^b Singular Computing   (United States)

Author keywords

Approximate computing; Feature aided tracking; Hardware acceleration; Intelligence; Low SWAP computing; Surveillance and Reconnaissance; Unmanned aerial vehicles

Indexed keywords

APPROXIMATE COMPUTING; FEATURE AIDED TRACKING; HARDWARE ACCELERATION; INTELLIGENCE; LOW-SWAP COMPUTING;

COMPUTER HARDWARE; HARDWARE; MONITORING; PROGRAM PROCESSORS; SENSORS; UNMANNED AERIAL VEHICLES (UAV);

ALGORITHMS;

EID: 84881054216     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.2016009     Document Type: Conference Paper

References (13)

1. Cypher, R. and Sanz, J. L. C., [The SIMD Model of Parallel Computation], Springer-Verlag (1994).
2. Fischer, J. R., [Frontiers of massively parallel scientific computation], NASA (1987).
3. Stauffer, C. and Grimson, W., "Adaptive Background Mixture Models for Real-Time Tracking, " Proc. IEEE CVPR (1999).
4. Gutchess, D., Trajkovic, M., Cohen-Solal, E., Lyons, D., and Jain, A. K., "A Background Model Initialization Algorithm for Video Surveillance, " Proc. IEEE ICCV (2001).
5. Reid, D., "An Algorithm for Tracking Multiple Targets, " IEEE Transactions on Automatic Control 24(6), 843- 854 (1979).
6. Doucet, A., de Freitas, N., and Gordon, N., [Sequential Monte Carlo Methods in Practice], Springer, New York (2001).
7. Arambel, P. O. and Antone, M., "Multiple Target Tracking with a Steerable Airborne Video Sensor, " Proc. SPIE 6235 (2006).
8. Collins, R., Zhou, X., and The, S. K., "An Open Source Tracking Testbed and Evaluation Web Site, " Proc. IEEE PETS (2005).
9. Shan, Y., Sawhney, H., and Kumar, R., "Unsupervised Learning of Discriminative Edge Measures for Vehicle Matching between Nonoverlapping Cameras, " IEEE PAMI 30(4), 700-711 (2008).
10. Lowe, D. G., "Distinctive Image Features from Scale-Invariant Keypoints, " IJCV 60(2), 91-110 (2004).
11. Bay, H., Ess, A., Tuytelaars, T., and Van Gool, L., "Speeded Up Robust Features (SURF), " Computer Vision and Image Understanding 110(3), 346-359 (2008).
12. Freeman, W. T. and Adelson, E. H., "The Design and Use of Steerable Filters, " IEEE PAMI 13(9), 891-906 (1991).
13. Daugman, J., "Gabor Wavelets and Statistical Pattern Recognition, " [The Handbook of Brain Theory and Neural Networks] MIT Press, Cambridge, 457-643 (2002).