Category of Study: Computer Vision and Sensing Systems

Office:  Room 136A, Essex Hall

Email:  jwu@uwindsor.ca

Telephone: (519) 253-3000 extension 2580

Fax:  (519) 971-3695

Personal Homepage

Fields of Interest:
Computer vision, active vision, embedded vision; Machine learning, statistical pattern recognition; Biomedical image analysis; Wireless sensor systems, distributed sensing, sensor fusion

Education:
M.Sc. (Coventry University)
Ph.D. (University of Wales)

Graduate Supervision:
Currently supervising/co-supervising 12 Ph.D./M.A.Sc. students
Refer to the CVSS Lab Website for details.

Refereed Journal Publications since 2007:
1) T.M. Nguyen, Q.M. Jonathan Wu, “An Extension of the Standard Mixture Model for Image Segmentation”, IEEE Transaction on Neural Networks, vol. 21, pp. 1326-1338, 2010.

2) W. Zhang, Q.M. Jonathan Wu, G. Wang, H. Yin, “An Adaptive Computational Model for Salient Object Detection”, IEEE Transaction Multimedia, vol. 12, pp. 300-316, 2010.

3) Z. Ji, Q. M. Jonathan Wu, “An Improved Artificial Immune Algorithm with Application to Multiple Sensor Systems”, Elsevier Journal of Information Fusion, vol. 11, pp. 174-182, 2010.

4) Rashid Minhas, A. Adeel Mohammed, Q.M. Jonathan Wu, “A Fast Recognition Framework Based on Extreme Learning Machine Using Hybrid Object Information”, Neurocomputing, vol. 73, pp. 1831-1839, 2010.

5) T.M. Nguyen, Q.M. Jonathan Wu, “A Fuzzy Logic Model based Markov Random Field for Medical Image Segmentation”, IEEE Transactions on Information Technology in Biomedicine, 2010 (Submitted with Revisions).

6) Gaurav Bhatnagar, Q.M. Jonathan Wu, Balasubramanian Raman, “A Robust Security Framework for 3D Images”, Journal of Visualization, Springer, vol. 14, pp. 85-93, 2011.

7) Hui. Zhang, Huazhong Shu, Gouenou Coatrieux, Jie Zhu, Q. M. Jonathan Wu, Yue Zhang, Hongqing Zhu, Limin Luo, “Affine Legendre Moment Invariants for Image Watermarking Robust to Geometric Distortions”, IEEE Transactions Image Processing, 2010 (In Press).

8) A. Adeel Mohammed, Rashid Minhas, Q.M. Jonathan Wu, Sid-Ahmed Maher Ahmed, “An Efficient Fingerprint Image Compression Standard Technique Based on Wave Atoms  decomposition and Multistage Vector Quantization”, Journal of Integrated Computer Aided Engineering, vol. 17, pp. 29-40, 2010.

9) Gaurav Bhatnagar, Q.M. Jonathan Wu, Balasubramanian Raman, “Biometric Template Security based on Watermarking”, Procedia Computer Science, Elsevier, vol. 2, pp. 227-235, 2010.

10) Gaurav Bhatnagar, Q.M. Jonathan Wu, Balasubramanian Raman, “Fractional Dual Tree Complex Wavelet Transform and its Application to Biometric Security during Communication and Transmission”, Future Generation Computer Systems, Elsevier, 2010 (In Press).

11) T.M. Nguyen, Q.M. Jonathan Wu, “Gaussian Mixture Model based Spatial Neighborhood Relationships for Image Segmentation”, IEEE Transactions on Systems, Man, and Cybernetics, Part B, 2010 (Submitted with Revisions).

12) Rashid Minhas, Aryaz Baradarani, S. Seifzadesh, Q.M. Jonathan Wu, “Human Action Recognition Using Extreme Learning Machine Based on Visual Vocabularies”, Neurocomputing, vol. 73, pp. 1906-1917, 2010.

13) Wei Zhang, Q. M. Jonathan Wu, Guanghui Wang, “Image Matching Using Enclosed Region Detector”, Journal of Visual Communication and Image Representation, vol. 21, pp. 271-282, 2010.

14) Wei Zhang, Q. M. Jonathan Wu, Guanghui Wang, “Moving Vehicles Detection Based On Adaptive Motion Histogram”, Journal of Digital Signal Processing, vol. 20, pp. 793-805, 2010.

15) Guanghui Wang, Q.M. Jonathan Wu, “Quasi-perspective projection model: Theory and application to structure and motion factorization from uncalibrated image sequences”, International Journal of Computer Vision, vol. 87, pp. 213-234, 2010.

16) Dibyendu Mukherjee, Guanghui Wang, Q.M. Jonathan Wu, “Stereo Correspondence Based on Curvelet Decomposition, Support Weights and Disparity Calibration”, SPIE Journal of Optical Engineering, vol. 49, pp. 047202-047202-11, 2010.

17) Guanghui Wang, Q.M. Jonathan Wu, “The quasi-perspective model: Geometric properties and 3D reconstruction”, Pattern Recognition, vol. 43, pp. 1932-1942, 2010.

18) T. Mandal, Q. M. Jonathan Wu, Y. Yuan, “Curvelet based face recognition via dimension reduction”, Elsevier Journal of Signal Processing, vol. 89, pp. 2345-2353, 2009.

19) G.H. Wang, Q. M. Jonathan Wu, “Perspective 3D Euclidean Reconstruction with Varying Camera Parameters”, IEEE Trans. on Circuit and Systems for Video Technology, vol. 19, pp. 1793-1803, 2009.

20) M.G. Sarwar, Q.M. Jonathan Wu, “Efficient Two Step Edge based Partial Distortion Search for Fast Block Motion Estimation”, IEEE Transaction on Consumer Electronics, vol. 55, pp. 2154-2162, 2010.

21) M.G. Sarwar, Q.M. Jonathan Wu, “Adaptive Variable Block-Size Early motion Estimation Termination Algorithm for H.264/AVC Video Coding Standard”, IEEE Transaction of Circuit and System for Video Technology, vol. 19, pp. 1196-1201, 2009.

22) M.G. Sarwar, L.M. Po, K. Guo, Q.M. Jonathan Wu, “Transform-Domain Rate-Distortion Optimization Accelerator for H.264/AVC Video Coding Standard”, International Journal of Signal Processing, vol. 5, pp. 238-248, 2009.

23) G.H. Wang, H.T. Tsui, Q. M. Jonathan Wu, “What Can We Learn about the Scene Structure from Three Orthogonal Vanishing Points in Images”, Pattern Recognition Letters, vol. 30, pp. 192-202, 2009.

24) M.G. Sarwar, Q.M. Jonathan Wu, “An Efficient search range Decision Algorithm for Motion Estimation of H.264/AVC”, International Journal of Circuits, Systems and Signal Processing, vol. 3, pp. 173-180, 2009.

25) G.H. Wang, Q. M. Jonathan Wu, W. Zhang, “Kruppa Equation Based Camera Calibration from Homography Induced by Remote Plane”, Pattern Recognition Letters, vol. 29, pp. 2137-2144, 2008.

26) M.G. Sarwar, L.M. Po, Q.M. Jonathan Wu, “Fast Sum of Absolute Transformed Difference based 4x4 Intra Mode Decision of H.264/AVC Video Coding Standard”, Journal of Signal Processing: Image Communication, vol. 23, pp. 571-580, 2008.

27) L. Sabeti, E. Parvizi, Q. M. Jonathan Wu, “Visual Tracking Using Color Cameras and Time-of-Flight Range Imaging Sensors”, Journal of Multimedia, vol. 3, pp. 28-36, 2008

28) Guanghui Wang, Q.M. Jonathan Wu, “Stratification approach for 3D Euclidean reconstruction of nonrigid objects from uncalibrated image sequences”, IEEE Transactions on Systems, Man, and Cybernetics, vol. 38, pp. 90-101, 2008.

29) W. Zhang, Q. M. Jonathan Wu, X. Fang, X. Yang, “Multilevel Framework to Detect and Handle Vehicle Occlusion”, IEEE Transactions on Intelligent Transportation Systems, vol. 9, pp. 161-174, 2008.

30) G. Wang, H. Tsui, Q. M. Jonathan Wu, “Rotation Constrained Power Factorization for Structure from Motion of Nonrigid Objects”, Pattern Recognition Letters, vol. 29, pp. 72-80, 2008.

31) G.H. Wang, Q. M. Jonathan Wu, Z.Q. Ji, “Single View Based Pose Estimation from Circle or Parallel Lines”, Pattern Recognition Letters, vol. 29, pp. 977-985, 2008.

32) J. Wu, T. Ishihara, Q. M. Jonathan Wu, “Davison Type Integral Controllers for Time-Delay Plants Using a Simplified Predictor”, Journal of Control and Intelligent Systems, vol. 35, pp. 244-253, 2007.

33) W. Zhang, X. Fang, X. Yang, Q. M. Jonathan Wu, “Moving Cast Shadows Detection Using Ratio Edges”, IEEE Transaction on Multimedia, vol. 9, pp. 1202-1214, 2007.

34) W. Zhang, X. Fang, X. Yang, Q. M. Jonathan Wu, “Spatio-Temporal GMM for Detection of Moving Objects in Dynamic Scenes”, Journal of Electronic Imaging, vol. 16, pp. 023013-1~6, 2007.