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A Novel System for Surveillance of Moving Objects

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

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:

Xiangjian He, Wenjing Jia & Qiang Wu 2008, 'An approach of canny edge detection with virtual hexagonal image structure', 2008 10th International Conference on Control, Automation, Robotics and Vision, vol. 3, no. 1, pp. 133-143.
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He, X, Jia, W & Wu, Q 1970, 'An approach of canny edge detection with virtual hexagonal image structure', 2008 10th International Conference on Control, Automation, Robotics and Vision, ICARCV 2008, International Conference on Control, Automation, Robotics and Vision, IEEE, Hanoi, Vietnam, pp. 879-882.
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Zheng, L, He, X & Hintz, T 2007, 'Comparison of SVMs in Number Plate Recognition' in Singh, S & Singh, M (eds), Advances in Pattern Recognition, Springer London, 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.

Jia, W, Zhang, H & He, X 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, X & 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. 228-228.
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Chen, Y, Wu, Q & He, X 1970, 'Study on human behaviour retrieval', Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007, International Conference on Image Processing, Computer Vision and Pattern Recognition, CSREA Press, Las Vegas, pp. 448-454.

Dong, W, He, X & Hintz, T 1970, 'A robust Hough Transform based method for direction detection and its application', Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007, International Conference on Image Processing, Computer Vision and Pattern Recognition, CSREA Press, Las Vegas, pp. 439-443.

He, X, Hintz, T, Li, J, Zhang, H, Wu, Q & Jia, W 1970, 'Local binary pattern on hexagonal structure for face matching', Proceedings of the 2007 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2007, International Conference on Image Processing, Computer Vision and Pattern Recognition, CSREA Press, Las Vegas, USA, pp. 455-460.

He, X, Jia, W, Wu, Q & Hintz, T 1970, 'Advances in Grid and Pervasive Computing', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), International Conference on Grid and Pervasive Computing, Springer Berlin Heidelberg, Paris, France, pp. 751-756.
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He, X, Li, J & Hintz, T 1970, 'Comparison of Image Conversions Between Square Structure and Hexagonal Structure', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Advanced Concepts for Intelligent Vision Systems, Springer Berlin Heidelberg, Delft, The Netherlands, pp. 262-273.
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He, X, Li, J & Hur, N 1970, 'Bilinear interpolation on a virtual hexagonal structure', Fourth International Conference on Information Technology and Applications, ICITA 2007, International Conference on Information Technology and Applications, Macquarie Scientific Publishing, Harbin, China, pp. 469-472.

He, X, Li, J, Jia, W, Wu, Q & Hintz, T 1970, 'Local Binary Patterns on Hexagonal Image Structure', 7th IEEE International Conference on Computer and Information Technology (CIT 2007), 7th IEEE International Conference on Computer and Information Technology (CIT 2007), IEEE, Aizu-Wakamatsu City, Fukushima, Japan, pp. 639-644.
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He, X, Wu, Q, Zhang, H & Hintz, T 1970, 'A trend for face recognition', Fourth International Conference on Information Technology and Applications, ICITA 2007, International Conference on Information Technology and Applications, Macquarie Scientific Publishing, Harbin, China, pp. 254-257.

Jia, W, Tien, D, He, X, Hope, BA & Wu, Q 1970, 'Advances in Visual Information Systems', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), International Conference on Visual Information Systems, Springer Berlin Heidelberg, 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.

He, X, Jia, W, Wu, Q & Hintz, T 2006, 'Description of the cardiac movement using hexagonal image structures', Computerized 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.

Zhang, H, He, S & Wu, Q 2006, 'Generic Object Detection', Journal of Yunnan Nationalities University, vol. 15, no. 4, pp. 261-267.

He, X, Jia, W, Hur, N, Wu, Q, Kim, J & Hintz, T 1970, 'Bilateral Edge Detection on a Virtual Hexagonal Structure', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), International Symposium on Visual Computing, Springer Berlin Heidelberg, United States, pp. 176-185.
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He, X, Zhang, H, Hur, N, Kim, J, Kim, T & Wu, Q 1970, 'Complete Camera Calibration Using Line-Shape Objects', TENCON 2006 - 2006 IEEE Region 10 Conference, TENCON 2006 - 2006 IEEE Region 10 Conference, IEEE, Honk Kong, China, pp. 1-4.
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He, X, Zhang, H, Hur, N, Kim, J, Wu, Q & Kim, T 1970, 'Estimation of Internal and External Parameters for Camera Calibration Using 1D Pattern', 2006 IEEE International Conference on Video and Signal Based Surveillance, 2006 IEEE International Conference on Video and Signal Based Surveillance, IEEE, Sydney, Australia, pp. 93-98.
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Jia, W, He, X & Tien, D 1970, 'Automatically Detecting Road Sign Text from Natural Scene Video', TENCON 2006 - 2006 IEEE Region 10 Conference, TENCON 2006 - 2006 IEEE Region 10 Conference, IEEE, Hong Kiong, pp. 1-4.
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Jia, W, Zhang, H, He, X & Wu, Q 1970, 'A Comparison on Histogram Based Image Matching Methods', 2006 IEEE International Conference on Video and Signal Based Surveillance, 2006 IEEE International Conference on Video and Signal Based Surveillance, IEEE, Sydney, Australia, pp. 1-6.
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Jia, W, Zhang, H, He, X & Wu, Q 1970, 'Symmetric Color Ratio in Spiral Architecture', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Asian Conference on Computer Vision, Springer Berlin Heidelberg, Hyderabad, India, pp. 204-213.
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Wu, Q, Zhang, H, Jia, W, He, X, Yang, J & Hintz, T 1970, 'Car Plate Detection Using Cascaded Tree-Style Learner Based on Hybrid Object Features', 2006 IEEE International Conference on Video and Signal Based Surveillance, 2006 IEEE International Conference on Video and Signal Based Surveillance, IEEE, Sydney, Australia, pp. 1-6.
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Xiangjian He, HW 1970, 'Fractal Image Compression on Spiral Architecture', International Conference on Computer Graphics, Imaging and Visualisation (CGIV'06), International Conference on Computer Graphics, Imaging and Visualisation (CGIV'06), IEEE, Sydney, Australia, pp. 76-81.
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Zhang, H, Jia, W, He, X & Wu, Q 1970, 'Real-Time License Plate Detection Under Various Conditions', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), International Conference on Ubiquitous and Intelligence Computing, Springer Berlin Heidelberg, Wuhan, China, pp. 192-199.
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Zheng, L & He, X 1970, 'Number Plate Recognition Based on Support Vector Machines', 2006 IEEE International Conference on Video and Signal Based Surveillance, 2006 IEEE International Conference on Video and Signal Based Surveillance, IEEE, Sydney, Australia, pp. 1-5.
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Wang, H, Wang, M, Hintz, T, Wu, Q & He, X 2005, 'VSA-based fractal image compression', 13th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision 2005, WSCG'2005 - In Co-operation with EUROGRAPHICS, Full Papers, vol. 13, no. 1-3, pp. 89-96.

Hu, Q, He, S & Zhou, J 1970, '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.

Zheng, L & He, S 1970, '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.

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