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A Novel System for Surveillance of Moving Objects

Funding: 2004: $50,000
2005: $50,000
2006: $50,000

Project Member(s): He, X.

Funding or Partner Organisation: Australian Research Council (ARC Discovery Projects)

Start year: 2004

Summary: Surveillance of moving objects is critical in numerous applications such as detection and recognition of motor vehicles. It is important for detection to be fast and accurate with low cost. In this project, we aim to implement a surveillance system consisting of an efficient algorithm on a PC network with a camera. Our detection algorithm will be achieved with an advanced and computationally powerful image representation for fast computation. Its accuracy will be enhanced by adapting a well recognized theory for fast removal of image noise. Our implementation on the PC network will provide a flexible and extensible platform for parallel computing to further reduce detection time while keeping costs low. ''

Publications:

He, S, Wu, Q, Hintz, TB & Jia, W 2008, 'Gradient-Based Edge Detection on a Hexagonal Structure', Business Review, vol. 3, no. 1, pp. 133-143.
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He, S, Jia, W & Wu, Q 2008, 'An Approach of Canny Edge Detection with Virtual Hexagonal Image Structure', International Conference on Control, Automation, Robotics and Vision, International Conference on Control, Automation, Robotics and Vision, IEEE, Hanoi, Vietnam, pp. 879-882.
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Zheng, L, He, S & Hintz, TB 2007, 'Comparison of SVMs in Number Plate Recognition' in Singh, S & Singh, M (eds), Progress in Pattern Recognition, Springer, London, pp. 152-160.
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He, S, Wang, H, Jia, W, Wu, Q, Hur, N, Kim, J & Hintz, TB 2007, 'Uniform Image Partitioning for Fractal Compression on Virtual Hexagonal Structure', International Journal of Information and Systems Science, vol. 3, no. 3, pp. 492-509.
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Jia, W, Zhang, H & He, S 2007, 'Region-based License Plate Detection', Journal Of Network And Computer Applications, vol. 30, no. 4, pp. 1324-1333.
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Zhang, H, Jia, W, He, S & Wu, Q 2007, 'Learning-Based License Plate Detection in Vehicle Image Database', International Journal of Intelligent Information and Database Systems, vol. 1, no. 2, pp. 228-243.
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Chen, Y, Wu, Q & He, S 2007, 'Study on Human Behavior Retrieval', IPCV2007, International Conference on Image Processing, Computer Vision and Pattern Recognition, CSREA Press, Las Vegas, pp. 448-454.
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Dong, W, He, S & Hintz, TB 2007, 'A Robust Hough Transform Based Method for Direction Detection and Its Application', IPCV2007, International Conference on Image Processing, Computer Vision and Pattern Recognition, CSREA Press, Las Vegas, pp. 439-443.
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He, S, Hintz, TB, Li, J, Zhang, H, Wu, Q & Jia, W 2007, 'Local Binary Pattern on Hexagonal Structure for Face Matching', Proceedings of the 2007 International Conference on Image Processing, Computer Vision and Pattern Recognition, International Conference on Image Processing, Computer Vision and Pattern Recognition, CSREA Press, Las Vegas, USA, pp. 455-460.
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He, S, Jia, W, Wu, Q & Hintz, TB 2007, 'Parallel Edge Detection on a Virtual Hexagonal Structure', International Conference on Grid and Pervasive Computing - Lecture Notes in Computer Science, International Conference on Grid and Pervasive Computing, Springer, Paris, France, pp. 751-756.
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He, S, Li, J & Hintz, TB 2007, 'Comparison of Image Conversions between Square Structure and Hexagonal Structure', Advanced Concepts for Intelligent Vision Systems - Lecture Notes in Computer Science, Advanced Concepts for Intelligent Vision Systems, Springer Berlin / Heidelberg, Delft, The Netherlands, pp. 262-273.
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He, S, Li, J & Hur, N 2007, 'Bilinear Interpolation on a Virtual Hexagonal Structure', Proceedings of the 4th International Conference on Information Technology and Applications, International Conference on Information Technology and Applications, Macquarie Scientific Publishing, Harbin, China, pp. 469-472.
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He, S, Li, J, Jia, W, Wu, Q & Hintz, TB 2007, 'Local Binary Patterns on Hexagonal Image Structure', Proceedings of 7th IEEE International Conference on Computer and Information Technology, IEEE International Conference on Computer and Information Technology, IEEE, Aizu-Wakamatsu City, Fukushima, Japan, pp. 639-644.
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He, S, Wu, Q, Zhang, H & Hintz, TB 2007, 'A Trend for Face Recognition', Proceedings of the 4th International Conference on Information Technology and Applications, International Conference on Information Technology and Applications, Macquarie Scientific Publishing, Harbin, China, pp. 254-257.
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Jia, W, Tien, D, He, S, Hope, BA & Wu, Q 2007, 'Applying Local Cooccurring Patterns for Object Detection from Aerial Images', International Conference on Visual Information Systems - Lecture Notes in Computer Science, International Conference on Visual Information Systems, Springer, Shanghai, China, pp. 478-489.
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He, S & Arabnia, H 2006, 'Design of a Uni-Directional multi ring switch', International Journal of Computer Science and Network Security, vol. 6, pp. 130-138.
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He, S, Jia, W, Wu, Q & Hintz, TB 2006, 'Description of the cardiac movement using hexagonal image structures', Computerised medical imaging and graphics, vol. 30, no. 6-7, pp. 377-382.
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Wu, Q, He, S, Hintz, TB & Ye, Y 2006, 'A novel and uniform image partitioning on spiral architecture', International journal of computational science and engineering, vol. 2, no. 1, pp. 57-63.
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Zhang, H, He, S & Wu, Q 2006, 'Generic Object Detection', Journal of Yunnan Nationalities University, vol. 15, no. 4, pp. 261-267.
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He, S, Jia, W, Hur, N, Wu, Q, Kim, J & Hintz, TB 2006, 'Bi-lateral edge detection on a virtual hexagonal structure', International Symposium on Visual Computing 2006 - Lecture notes in computing science, International Symposium on Visual Computing, Springer, United States, pp. 176-185.
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He, S, Wang, H, Wu, Q, Hintz, TB & Hur, N 2006, 'Fractal image compression on spiral architecture', Proceeding 2006 international conference on computer graphics imaging and visualisation, International Conference Computer Graphics, Imaging and Visualization, IEEE computer society, Sydney, Australia, pp. 76-83.
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He, S, Zhang, H, Hur, N, Kim, J, Kim, T & Wu, Q 2006, 'Complete camera calibration using line-shape objects', Tencon 2006 Hong Kong IEE region 10 conference, IEEE Tencon (IEEE Region 10 Conference), IEEE, Honk Kong, China, pp. 1-4.
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He, S, Zhang, H, Hur, N, Kim, J, Wu, Q & Kim, T 2006, 'Estimation of internal paramenters and external paramenters for camera calibration using ID pattern', Proceedings of the international conference on video and signal based surveillance 2006 (AVSS 2006), Advanced Video and Signal Based Surveillance, IEEE Computer Society, Sydney, Australia, pp. 93-98.
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Jia, W, He, S & Tien, D 2006, 'Automatically detecting road sign text from natural scene video', Proceedings of IEEE region 10 conference 2006, IEEE Tencon (IEEE Region 10 Conference), IEEE, Hong Kiong, pp. 1-4.
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Jia, W, Zhang, H, He, S & Wu, Q 2006, 'A comparison on histogram based image matching methods', Proceedings of the IEEE international conference on video and signal based surveillance, Advanced Video and Signal Based Surveillance, IEEE Computer Society, Sydney, Australia, pp. 1-6.
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Jia, W, Zhang, H, He, S & Wu, Q 2006, 'Symmetric color ratio in spiral architecture', Computer Vision - ACCV 2006, Pt ii, Lecture Notes in Computer Science, Asian Conference on Computer Vision, Springer-Verlag Berlin, Hyderabad, India, pp. 204-213.
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Wu, Q, Zhang, H, Jia, W, He, S, Yang, J & Hintz, TB 2006, 'Car plate detection using cascaded tree-style learner based on hybrid object features', Proceedings of international conference on video and signal based surveillance 2006, Advanced Video and Signal Based Surveillance, IEEE, Sydney, Australia, pp. 1-6.
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Zhang, H, Jia, W, He, S & Wu, Q 2006, 'Real-time license plate detection under various conditions', Third International Conference, International Conference on Ubiquitous and Intelligence Computing 2006 - Lecture Notes in Computer Sciences, International Conference on Ubiquitous and Intelligence Computing, Springer, Wuhan, China, pp. 192-199.
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Zheng, L & He, S 2006, 'Number plater recognition based on SVMs', Proceeding of the IEEE international conference on advanced video and signal based surveillance 2006, Advanced Video and Signal Based Surveillance, IEEE, Sydney, Australia, pp. 1-5.
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Wang, H, Wang, M, Hintz, TB, Wu, Q & He, S 2005, 'VSA-based Fractual Image Compression', Journal WSCG, vol. 13, no. 1-3, pp. 89-96.
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Hu, Q, He, S & Zhou, J 2003, 'Multi-Scale Edge Detection with Bilateral Filtering in Spiral Architecture', Proceedings of the Pan-Sydney Area Workshop on Visual Information Processing (VIP2003), Pan-Sydney Area Workshop on Visual Information Processing, ACM Digital Library, Sydney, Australia, pp. 29-32.
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Zheng, L & He, S 2003, 'Edge Detection Based on Modified BP Algorithm of ANN', Proceedings of the Pan-Sydney Area Workshop on Visual Information Processing (VIP2003), Pan-Sydney Area Workshop on Visual Information Processing, Australian Computer Society, Sydney, Australia, pp. 119-122.
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Keywords: Computer Vision Object Recognition Image Processing Motion Tracking Surveillance Edge Detection

FOR Codes: Computer Vision, Image Processing, Pattern Recognition, Automotive equipment, Application packages, Road safety, Pattern Recognition and Data Mining