Vehicle detection and orientation estimation using the Radon transform

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8747, Issue , 2013, Pages

  Pelapur, Rengarajan ^a   Bunyak, Filiz ^a   Palaniappan, Kannappan ^a   Seetharaman, Gunasekaran ^b  

^a University of Missouri   (United States)

^b AIR FORCE RESEARCH LABORATORY   (United States)

Author keywords

Airborne surveillance; Intelligent transportation systems; Orientation estimation; Traffic analysis; Vehicle detection; Wide area motion imagery

Indexed keywords

AIRBORNE SURVEILLANCE; INTELLIGENT TRANSPORTATION SYSTEMS; ORIENTATION ESTIMATION; TRAFFIC ANALYSIS; VEHICLE DETECTION; WIDE-AREA MOTION IMAGERIES;

AERIAL PHOTOGRAPHY; ESTIMATION; INTELLIGENT SYSTEMS; MATHEMATICAL TRANSFORMATIONS; VEHICLES;

SATELLITE IMAGERY;

EID: 84881164911     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.2016407     Document Type: Conference Paper

References (34)

1. Felzenszwalb, P., Girshick, R., McAllester, D., and Ramanan, D., "Object detection with discriminatively trained part-based models," IEEE Trans. Pattern Analysis and Machine Intelligence 32(9), 1627-1645 (2010).
2. Pelapur, R., Palaniappan, K., and Seetharaman, G., "Robust orientation and appearance adaptation for wide-area large format video object tracking," in [9th IEEE Int. Conf. Advanced Video and Signal-Based Surveillance], (2012).
3. Bunyak, F., Palaniappan, K., Nath, S. K., and Seetharaman, G., "Flux tensor constrained geodesic active contours with sensor fusion for persistent object tracking," J. Multimedia 2, 20-33 (August 2007).
4. Bunyak, F., Palaniappan, K., Nath, S. K., and Seetharaman, G., "Geodesic active contour based fusion of visible and infrared video for persistent object tracking," in [8th IEEE Workshop Applications of Computer Vision (WACV 2007)], Online (Feb. 2007).
5. Blaschke, T., "Object based image analysis for remote sensing," ISPRS Journal of Photogrammetry and Remote Sensing 65(1), 2-16 (2010).
6. Crispell, D., Mundy, J., and Taubin, G., "A variable-resolution probabilistic three-dimensional model for change detection," IEEE Trans. Geoscience and Remote Sensing (99), 1-12 (2011).
7. Kahaki, S., Nordin, M., and Ashtari, A., "Incident detection algorithm based on radon transform using high-resolution remote sensing imagery," in [Int. Conf. Electrical Engineering and Informatics], 1-5 (2011).
8. Pacher, G., Kluckner, S., and Bischof, H., "An improved car detection using street layer extraction," in [Proceedings Computer Vision Winter Workshop (SPRS)], 1-8 (2008).
9. Kembhavi, A., Harwood, D., and Davis, L., "Vehicle detection using partial least squares," IEEE Trans. Pattern Analysis and Machine Intelligence 33, 1250-1265 (June 2011).
10. Grabner, H., Nguyen, T. T., Gruber, B., and Bischof, H., "On-line boosting-based car detection from aerial images," ISPRS Journal of Photogrammetry and Remote Sensing 63(3), 382-396 (2008).
11. Huang, C., Ai, H., Li, Y., and Lao, S., "High-performance rotation invariant multiview face detection," IEEE Trans. Pattern Analysis and Machine Intelligence 29(4), 671-686 (2007).
12. Wu, B. and Nevatia, R., "Detection and tracking of multiple, partially occluded humans by bayesian combination of edgelet based part detectors," International Journal of Computer Vision 75(2), 247-266 (2007).
13. Liebelt, J. and Schmid, C., "Multi-view object class detection with a 3D geometric model," in [Proc. IEEE Conf. Computer Vision and Pattern Recognition], 1688-1695 (2010).
14. Pelapur, R., Candemir, S., Bunyak, F., Poostchi, M., Seetharaman, G., and Palaniappan, K., "Persistent target tracking using likelihood fusion in wide-area and full motion video sequences," in [15th Int. Conf. Information Fusion], 2420-2427 (2012).
15. Ersoy, I., Palaniappan, K., and Seetharaman, G., "Visual tracking with robust target localization," in [IEEE Int. Conf. Image Processing], (2012).
16. Ersoy, I., Palaniappan, K., Seetharaman, G., and Rao, R., "Interactive tracking for persistent wide-area surveillance," in [Proc. SPIE Conf. Geospatial InfoFusion II (Defense, Security and Sensing: Sensor Data and Information Exploitation)], 8396 (2012).
17. Palaniappan, K., Rao, R., and Seetharaman, G., "Wide-area persistent airborne video: Architecture and challenges," Distributed Video Sensor Networks, 349-371 (2011).
18. Kluckner, S., Pacher, G., Grabner, H., Bischof, H., and Bauer, J., "A 3D teacher for car detection in aerial images," in [Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on], 1-8, IEEE (2007).
19. Zhao, T. and Nevatia, R., "Car detection in low resolution aerial images," Image and Vision Computing 21(8), 693-703 (2003).
20. Liu, M., Tuzel, O., Veeraraghavan, A., and Chellappa, R., "Fast directional chamfer matching," in [IEEE Conf. Computer Vision and Pattern Recognition], 1696-1703 (2010).
21. Shotton, J., Blake, A., and Cipolla, R., "Contour-based learning for object detection," in [IEEE Int. Conf. Computer Vision], 503-510 (2005).
22. Ferrari, V., Tuytelaars, T., and Van Gool, L., "Object detection by contour segment networks," in [Proc. European Conference on Computer Vision], 14-28 (2006).
23. Frangi, A., Niessen, W., Vincken, K., and Viergever, M., "Multiscale vessel enhancement filtering," Medical Image Computing and Computer-Assisted Interventation|MICCAI'98, 130-137 (1998).
24. Ersoy, I., Bunyak, F., Mackey, M., and Palaniappan, K., "Cell segmentation using Hessian-based detection and contour evolution with directional derivatives," in [IEEE Int. Conf. Image Processing], 1804-1807 (2008).
25. Bunyak, F., Palaniappan, K., Glinskii, O., Glinskii, V., Glinsky, V., and Huxley, V., "Epiuorescence-based quantitative microvasculature remodeling using geodesic level-sets and shape-based evolution," in [30th Int. IEEE Engineering in Medicine and Biology Society Conf. (EMBC)], 3134-3137 (Aug. 2008).
26. Bunyak, F., Palaniappan, K., Chagin, V., and Cardoso, C., "Cell segmentation in time-lapse uorescence microscopy with temporally varying sub-cellular fusion protein patterns," in [31st Int. IEEE Engineering in Medicine and Biology Society Conf. (EMBC)], 1-5 (Sep. 2009).
27. Prasath, V., Haddad, O., Bunyak, F., Glinskii, O., Glinsky, V., Huxley, V., and Palaniappan, K., "Robust filtering based segmentation and analysis of dura mater vessel laminae using epiourescence microscopy," in [35th Int. IEEE Engineering in Medicine and Biology Society Conf. (EMBC)], (2013).
28. Lindeberg, T. and Fagerström, D., "Scale-space with casual time direction," in [Proc. European Conf. Computer Vision], 229-240 (1996).
29. Pock, T., Beichel, R., and Bischof, H., "A novel robust tube detection filter for 3D centerline extraction," in [Proc. 14th Scandinavian Conf. on Image Analysis (SCIA)], 481-490 (2005).
30. Dillencourt, M. B., Samet, H., and Tamminen, M., "A general approach to connected-component labeling for arbitrary image representations," J. ACM 39, 253-280 (April 1992).
31. Jafari-Khouzani, K. and Soltanian-Zadeh, H., "Radon transform orientation estimation for rotation invariant texture analysis," IEEE Trans. Pattern Analysis and Machine Intelligence 27(6), 1004-1008 (2005).
32. Haridas, A., Pelapur, R., Fraser, J., Bunyak, F., and Palaniappan, K., "Visualization of automated and manual trajectories in wide-area motion imagery," in [15th Int. Conf. Information Visualization], 288-293 (2011).
33. Palaniappan, K., Bunyak, F., Kumar, P., Ersoy, I., Jaeger, S., Ganguli, K., Haridas, A., Fraser, J., Rao, R., and Seetharaman, G., "Efficient feature extraction and likelihood fusion for vehicle tracking in low frame rate airborne video," in [13th Int. Conf. Information Fusion], (2010).
34. Shyu, C. R., Scott, G., Klaric, M., Davis, C. H., and Palaniappan, K., "Automatic object extraction from full differential morphological profile in urban imagery for efficient object indexing and retrievals," in [3rd Int. Symposium on Remote Sensing and Data Fusion Over Urban Areas (URBAN 2005)], 36(8) (2005).