Rotation-invariant target recognition in LADAR range imagery using model matching approach

Optics Express

Volumn 18, Issue 15, 2010, Pages 15349-15360

  Wang, Qi ^a   Wang, Li ^a   Sun, Jianfeng ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

LIGHT POLARIZATION; OPTICAL RADAR; ROTATION; TARGETS;

COMPUTATION TIME; LASER RADARS; MODEL LIBRARY; MODEL MATCHING; RANGE IMAGES; RECOGNITION RATES; ROTATION INVARIANT; SHAPE INDICES; TARGET RECOGNITION;

RADAR TARGET RECOGNITION;

EID: 77954915396     PISSN: None     EISSN: 10944087     Source Type: Journal    
DOI: 10.1364/OE.18.015349     Document Type: Article

References (19)

1. J. G. Verly, R. L. Delanoy, and D. E. Dudgeon, "Model-based system for automatic target recognition from forward-looking laser-radar imagery," Opt. Eng. 31(12), 2540-2552 (1992).
2. K. Mori, T. Takahashi, and I. Ide, "Fog density recognition by in-vehicle camera and millimeter wave radar," Int. J. Control 3(5), 1173-1182 (2007).
3. N. R. Pal, T. C. Cahoon, J. C. Bezdek, and K. Pal, "A new approach to target recognition for Ladar data," IEEE Trans. Fuzzy Syst. 9(1), 44-52 (2001).
4. J. Sun, O. Li, W. Lu, and Q. Wang, "Image recognition of laser radar using linear SVM correlation filter," Chin. Opt. Lett. 5(9), 549-551. (2007).
5. N. A. Watts, "Calculating the principal views of a polyhedron," In Proceedings of the 9th International Conference on Pattern Recognition, 316-322 (1988).
6. D. Eggert, and K. Bowyer, "Computing the perspective projection aspect graph of solids of revolution," IEEE Trans. Pattern Anal. Mach. Intell. 15(2), 109-128 (1993).
7. V. Shantaram, and M. Hanmandlu, "Contour-based matching technique for 3D object recognition," in Proceedings of the International Conference on Information Technology, 274-279 (2002).
8. Y. S. and A. Farag, "3D objects coding and recognition using surface signatures," in Proceedings of the 15th International Conference on Pattern Recognition 4, 571-574 (2000).
9. A. Johnson, Ph, D. thesis, "A Representation for 3-D Surface Matching," (Robotics Institute, Carnegie Mellon University, Pittsburgh, 1997).
10. S.-H. Hong, and B. Javidi, "Distortion-tolerant 3D recognition of occluded objects using computational integral imaging," Opt. Express 14(25), 12085-12095 (2006).
11. S. Correa, and L. Shapiro, "A new signature-based method for efficient 3-D object recognition," in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 1, 769-776 (2001).
12. Q. Wang, Q. Li, Z. Chen, J. Sun, and R. Rao, "Range image noise suppression in laser imaging system," Opt. Laser Technol. 41 (2), 140-147 (2009).
13. D. Chitra, and K. J. Anil, "Shape spectra based view grouping for free-form objects," in the 1995 International Conference on Image Processing 3, 340-343 (1995).
14. P. J. Flynn, and A. K. Jain, "On reliable curvature estimation," in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 110-116 (1989).
15. H. Chen, and B. Bhanu, "3D free-form object recognition in range images using local surface patches," Pattern Recognit. Lett. 28(10), 1252-1262 (2007).
16. P. J. Besl, and R. C. Jain, "Segmentation through variable-order surface fitting," IEEE Trans. Pattern Anal. Mach. Intell. 10 (2), 167-192 (1988).
17. Z. Y. Zhang, "Iterative point matching for registration of free-form curves and surfaces," Int. J. Comput. Vis. 13(2), 119-152 (1994).
18. A. N. Vasile, and R. M. Marino, "Pose-independent automatic target detection and recognition using 3D laser radar imagery," Lincoln Lab. J. 15(1), 61-78 (2005).
19. W. Li, S. Jianfeng, and W. Qi, "Model-based algorithm for rotation-invariant target recognition using laser radar range imager," J. Russ. Laser Res. 30(6), 615-625 (2009).