Lu, Guojun (Prof)

Room: 4N208

Phone: +61 3 5122 6857

Biography

Guojun Lu is a professor in the Institute of Innovation, Science and Sustainability. He is director of education, working closely with Deputy Vice-Chancellor (Academic) on curriculum and education programs.

Guojun is the Director of Centre for Multimedia Computing, Communications, and Artificial Intelligence Research (MCCAIR), and is working on an ARC DP project and supervising an ARC DECRA project.

Guojun has held positions at Loughborough University, National University of Singapore, and Deakin University, after he obtained his PhD in 1990 from Loughborough University and BEng in 1984 from Nanjing Institute of Technology (now South East University, China). Guojun's main research interests are in multimedia information processing, indexing and retrieval. He has published over 180 refereed journal and conference papers in these areas and wrote two books Communication and Computing for Distributed Multimedia Systems (Artech House 1996), and Multimedia Database Management Systems (Artech House 1999).

Qualifications

Doctor of Philosophy - Loughborough University 1990

Postgraduate research supervisions

Current supervision

Program of study: (Doctorate by research)

Thesis title: Multimodal image registration

Supervisors: Lu, G (Main), Lackmann, M (Associate), Teng, S (Associate).

Program of study: (Doctorate by research)

Thesis title: An ontological approach to automatic music genre classification..

Supervisors: Zhang, D (Main), Lu, G (Associate)

Program of study: (Masters by research)

Thesis title: Building change detection and map update using multispectral imagery and height data.

Supervisors: Awrangjeb, M (Main), Lu, G (Associate)

Program of study: (Doctorate by research)

Thesis title: Detection and reconstruction of building in complex scenes using LIDAR and photogrammetric imagery .

Supervisors: Teng, S (Main), Lu, G (Associate), Awrangjeb, M (Associate)

Completed PhD supervision

Student: Awrangjeb, M

Program of study: Contour-based corner detection and robust geometric point matching techniques. (2008)

Supervisors: Lu, G (Main), Murshed, M (Associate)

Student: Azad, S

Program of study: New strategies for efficient video-on-demand systems. (2006)

Supervisors: Murshed, M (Main), Lu, G (Associate)

Student: Chua, B

Program of study: Automatic extraction of perceptual features and categorization of music emotional expressions from polyphonic music audio signals. (2007)

Supervisors: Lu, G (Main), Zhang, D (Associate)

Student: Hossain, M

Program of study: An effective technique for multi-modal image registration (2012)

Supervisors: Lu, G (Main), Teng, S (Associate), Zhang, D (Associate)

Student: Islam, M

Program of study: Artificial neural network for parallel operation of power transformer (2005)

Supervisors: Kamruzzaman, J (Main), Lu, G (Associate)

Student: Islam, M

Program of study: Mobility support resource management schemes for cellular multimedia networks. (2005)

Supervisors: Murshed, M (Main), Lu, G (Associate)

Student: Islam, M

Program of study: SIRBOT - semantic image retrieval based on object translation (2009)

Student: Lim, S

Program of study: Feature extraction, browsing and retrieval of images (2005)

Supervisors: Lu, G (Main), Smith, R (Associate)

Student: Liu, Y

Program of study: Region-based image retrieval with high-level semantics (2006)

Supervisors: Lu, G (Joint-Co), Zhang, D (Joint)

Student: Paul, M

Program of study: Block-based very low bit rate video coding techniques using pattern templates (2005)

Supervisors: Murshed, M (Main), Lu, G (Associate)

Student: Rahman, A

Program of study: Temporal texture analysis using approximated motion measures (2006)

Supervisors: Murshed, M (Main), Lu, G (Associate)

Student: Sadat, R.

Program of study: Effective and efficient techniques for contour-based corner detection and description for image matching (2013)

Supervisors: Teng, S (Main), Lackmann, M (Associate), Lu, G (Associate)

Student: Sajjanhar, A

Program of study: Shape-based image retrieval (2011)

Supervisors: Lu, G (Main), Zhang, D (Associate)

Student: Teng, S

Program of study: Image indexing and retrieval based on vector quantization (2003)

Supervisors: Lu, G (Main), Ting, K (Associate)

Student: Zhang, D

Program of study: Image retrieval based on shape (2002)

Supervisors: Lu, G (Main), Dooley, L (Associate)

Completed masters supervision

Student: Hankinson, T

Program of study: Automatic content-based classification of audio (2000)

Supervisors: Lu, G (Main)

Student: He, Y

Program of study: An Investigation Into Efficient Indexing Structures for Multimedia Information Retrieval (2002)

Supervisors: Lu, G (Main), Nath, G (Associate)

Student: Shahiduzzaman, M

Program of study: Image Categorisation and Retrieval Using Multi-scale Spatial Pyramid Matching (2011)

Supervisors: Zhang, D (Main), Lu, G (Associate)

Student: Sumana, I

Program of study: Image Retrieval Using Discrete Curvelet Transform (2008)

Supervisors: Lu, G (Main), Zhang, D (Joint)

Supervisors: Zhang, D (Main), Lu, G (Associate)

Publications

Books

Lu, G., 1999, Multimedia Database Management Systems, Artech House, Boston USA.

Book chapters

Lu, G., 2001, Fractal-based image and video compression, in The Transform and Data Compression Handbook, eds K R Rao and P C Yip, CRC Press, USA, pp. 313-345.

Lu, G., 2000, Chain Code-based Shape Representation and Similarity Measure, in Visual Information Systems, eds Clement Leung, Springer, pp. 135-150.

Journal articles

Fu, Z., Lu, G., Ting, K.M., Zhang, D., 2013, Efficient nonlinear classification via low-rank regularised least squares, Neural Computing and Applications [E], vol 22, issue 7-8, Springer, United Kingdom, pp. 1279-1289.

Fu, Z., Lu, G., Ting, K.M., Zhang, D., 2013, Learning sparse kernel classifiers for multi-instance classification, IEEE Transactions on Neural Networks and Learning Systems [P], vol 24, issue 9, Institute of Electrical and Electronics Engineers, United States, pp. 1377-1389.

Zhang, D., Islam, M.M., Lu, G., 2013, Structural image retrieval using automatic image annotation and region based inverted file, Journal of Visual Communication and Image Representation [P], vol 24, issue 7, Academic Press, United States, pp. 1087-1098.

Zhang, D., Islam, M., Lu, G., 2012, A review on automatic image annotation techniques, Pattern Recognition [P], vol 45, issue 1, Pergamon, United Kingdom, pp. 346-362.

Fu, Z., Lu, G., Ting, K.M., Zhang, D., 2012, Efficient nonlinear classification via low-rank regularised least squares, Neural Computing and Applications [E], vol 21, Springer-Verlag, London UK, pp. 1-17.

Awrangjeb, M., Lu, G., Fraser, C.S., 2012, Performance comparisons of contour-based corner detectors, IEEE Transactions on Image Processing [P], vol 21, issue 9, Institute of Electrical and Electronics Engineers Inc, USA, pp. 4167-4179.

Fu, Z., Lu, G., Ting, K., Zhang, D., 2011, A survey of audio-based music classification and annotation, IEEE Transactions on Multimedia [P], vol 13, issue 2, The Institute of Electrical and Electronics Engineers, United States, pp. 303-319.

Fu, Z., Lu, G., Ting, K., Zhang, D., 2011, Music classification via the bag-of-features approach, Pattern Recognition Letters [P], vol 32, issue 14, Elsevier BV * North-Holland, Netherlands, pp. 1768-1777.

Zhang, D., Islam, M., Lu, G., Sumana, I., 2011, Rotation invariant curvelet features for region based image retrieval, International Journal of Computer Vision [E], vol E, Springer New York LLC, United States, pp. 1-15.

Sajjanhar, A., Lu, G., Zhang, D., Zhou, W., 2010, Connectivity-based shape descriptors, International Journal of Computers and Applications [P], vol 32, issue 1, ACTA Press, Calgary AB Canada, pp. 93-98.

Sajjanhar, A., Lu, G., Zhang, D., Hou, J., Zhou, W., Chen, Y., 2010, Spectral shape descriptor using spherical harmonics, Integrated Computer-Aided Engineering [P], vol 17, issue 2, IOS Press, The Netherlands, pp. 167-173.

Awrangjeb, M., Lu, G., 2009, Techniques for efficient and effective transformed image identification, Journal of Visual Communication and Image Representation [P], vol 20, issue 8, Academic Press, San Diego CA USA, pp. 511-520.

Awrangjeb, M., Lu, G., 2008, An improved curvature scale-space corner detector and a robust corner matching approach for transformed image identification, IEEE Transactions on Image Processing, vol 17, issue 12, IEEE, USA, pp. 2425-2441.

Sajjanhar, A., Lu, G., Zhang, D., Zhou, W., 2008, Complementing a region descriptor for shape retrieval, International Journal of Computer & Information Science, vol 9, issue 3, International Association for Computer & Information Science (ACIS), Mt. Pleasant MI USA, pp. 51-59.

Liu, Y., Zhang, D., Lu, G., 2008, Region-based image retrieval with high-level semantics using decision tree learning, Pattern Recognition, vol 41, issue 8, Pergamon, United Kingdom, pp. 2554-2570.

Awrangjeb, M., Lu, G., 2008, Robust image corner detection based on the chord-to-point distance accumulation technique, IEEE Transactions on Multimedia, vol 10, issue 6, IEEE, USA, pp. 1059-1072.

Liu, Y., Zhang, D., Lu, G., Ma, W., 2007, A survey of content-based image retrieval with high-level semantics, Pattern Recognition, vol 40, issue 1, Pergamon, United Kingdom, pp. 262-282.

Teng, S.W., Lu, G., 2007, Image indexing and retrieval based on vector quantization, Pattern Recognition, vol 40, issue 11, Elsevier, United Kingdom, pp. 3299-3316.

Islam, F., Kamruzzaman, J., Lu, G., 2005, Improved ANN based tap-changer controller using modified Cascade-Correlation algorithm, Journal of Advanced Computational Intelligence and Intelligent Informatics, vol 9, issue 3, Fuji Technology Press Ltd, Tokyo Japan, pp. 226-234.

Zhang, D., Lu, G., 2005, Study and evaluation of different Fourier methods for image retrieval, Image and Vision Computing, vol 23, issue 1, Elsevier, The Netherlands, pp. 33-49.

Tan, R.B., Taniar, D., Lu, G., 2004, A taxonomy for data cube query, International Journal of Computers and Their Applications, vol 11, issue 3, International Society for Computers and Their Applications, USA, pp. 171-185.

Zhang, D., Lu, G., 2004, Review of shape representation and description techniques, Pattern Recognition, vol 37, issue 1, Elsevier Ltd, UK, pp. 1-19.

Zhang, D., Lu, G., 2003, A comparative study of curvature scale space and Fourier descriptors for shape-based image retrieval, Journal of Visual Communication and Image Representation, vol 14, issue 1, Academic Press, USA, pp. 41-60.

Zhang, D., Lu, G., 2003, Evaluation of MPEG-7 shape descriptors against other shape descriptors, Multimedia Systems, vol 9, issue 1, Springer-Verlag, Berlin Germany, pp. 15-30.

Bhattacharya, M., Lu, G., 2003, Performance analysis of RCEA models, WSEAS Transactions on Communications, vol 2, issue 1, WSEAS Press, Greece, pp. 20-27.

Teng, S., Lu, G., 2002, Effects of codebook sizes, codeword dimensions, and colour spaces on retrieval performance of image retrieval using vector quantization, Lecture Notes in Computer Science: Advances in Multimedia Information Processing - PCM 2002, vol 2532, Springer-Verlag, Berlin Germany, pp. 217-228.

Zhang, D., Lu, G., 2002, Shape-based image retrieval using generic Fourier descriptor, Signal Processing: Image Communication, vol 17, issue 10, Elsevier Science B.V., Netherlands, pp. 825-848.

Lu, G., 2002, Techniques and data structures for efficient multimedia retrieval based on similarity, IEEE Transactions on Multimedia, vol 4, issue 3, Institute of Electrical and Electronics Engineers, Inc., USA, pp. 372-384.

Zhang, D., Lu, G., 2001, A comparison of shape retrieval using Fourier descriptors and short-time Fourier descriptors, Lecture Notes in Computer Science, vol 2195, Springer-Verlag Berlin, Berlin Germany, pp. 855-860.

Lu, G., Williams, B., You, C., 2001, An effective World Wide Web image search engine, Journal of Information Science, vol 27, issue 1, Bowker-Saur, Grinstead, England, pp. 27-37.

Teng, S., Lu, G., 2001, An evaluation of the robustness of image retrieval based on vector quantization, Lecture Notes in Computer Science, vol 2195, Springer-Verlag Berlin, Berlin Germany, pp. 474-481.

Lu, G., 2001, Indexing and retrieval of audio: a survey, Multimedia Tools and Applications, vol 15, issue 3, Kluwer Academic Publishers, Dordrecht The Netherlands, pp. 269-290.

Zhang, D., Lu, G., 2001, Segmentation of moving objects in image sequence: a review, Circuits Systems and Signal Processing, vol 20, issue 2, Birkhauser Boston Inc., Cambridge USA, pp. 143-183.

Lu, G., 2000, Issues And Technologies For Supporting Multimedia Communications Over The Internet, Computer Communications, vol 23 issue 14-15, Elsevier, New York NY USA, pp. 1323-1335.

Lu, G., Kang, C., 1998, An Efficient Communication Scheme for Media on-Demand Services with Hard QoS Guarantees, Network & Computer Applications, vol 21, Academic Press, San Diego California USA, pp. 1-15.

Sajjanhar, A., Lu, G., 1997, A Grid-based Shape Indexing and Retrieval Method, Computer, vol 29, Australian Computer Society, Sydney NSW Australia, pp. 131-140.

Lu, G., 1997, An Approach to Image Retrieval Based on Shape, Journal of Information Science, vol 23, Reed Elsevier (UK) Ltd, Brighton UK, pp. 119-128.

Conference proceedings

Murshed, M.M., Siddique, M.A.R., Islam, S., Ali, M., Lu, G., Villanueva, E.V., Brown, J., 2013, High quality Region-of-Interest coding for video conferencing based remote general practitioner training, eTELEMED 2013: The Fifth International Conference on eHealth, Telemedicine, and Social Medicine, 24 February 2013 to 1 March 2013, XPS (Xpert Publishing Services), Wilmington DE USA, pp. 240-245.

Awrangjeb, M., Fraser, C.S., Lu, G., 2013, Integration of LIDAR data and orthoimage for automatic 3D building roof plane extraction, Proceedings of ICME 2013, 15 July 2013 to 19 July 2013, IEEE, USA, pp. 1-6.

Fu, Z., Lu, G., Ting, K.M., Zhang, D., 2013, Optimizing cepstral features for audio classification, Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence (IJCAI), 3 August 2013 to 9 August 2013, AAAI Press / International Joint Conferences on Artificial Intelligence, USA, pp. 1330-1336.

Ariyaratne, H.B., Zhang, D., Lu, G., 2012, A class centric feature and classifier ensemble selection approach for music genre classification, Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, SSPR & SPR 2012, Hiroshima, Japan, November 7-9 2012, Proceedings, 7 November 2012 to 9 November 2012, Springer, Berlin Heidelberg Germany, pp. 666-674.

Hossain, T., Teng, S.W., Lu, G., 2012, Achieving high multi-modal registration performance using simplified Hough-Transform with Improved Symmetric-SIFT, 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA), 3 December 2012 to 5 December 2012, Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 1-7.

Sadat, R.M.N., Teng, S.W., Lu, G., 2012, An effective method of estimating scale-invariant interest region for representing corner features, Proceedings of IVCNZ 2012 Conference, 26 November 2012 to 28 November 2012, Association for Computing Machinery, Inc, New York USA, pp. 73-78.

Sumana, I., Lu, G., Zhang, D., 2012, Comparison of curvelet and wavelet texture features for content based image retrieval, Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 9 July 2012 to 13 July 2012, Institute of Electrical and Electronics Engineers, Inc, Piscataway NJ USA, pp. 290-295.

Fu, Z., Lu, G., Ting, K.M., Zhang, D., 2012, Learning sparse kernel classifiers in the primal, Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, SSPR & SPR 2012 Proceedings, 7 November 2012 to 9 November 2012, Springer, Berlin Germany, pp. 60-69.

Sadat, R., Teng, S., Lu, G., 2011, An effective and efficient contour-based corner detector using simple triangular theory, 19th Pacific Conference on Computer Graphics and Applications, 21 September to 23 September 2011, Eurographics Association, Goslar Germany, pp. 37-42.

Fu, Z., Lu, G., Ting, K., Zhang, D., 2011, Building sparse support vector machines for multi-instance classification, European Conference on Machine Learning Knowledge Discovery in Databases (ECML PKDD 2011), 5 September 2011 to 9 September 2011, Springer-Verlag, Berlin Germany, pp. 471-486.

Hossain, T., Lv, G., Teng, S., Lu, G., Lackmann, M., 2011, Improved Symmetric-SIFT for multi-modal image registration, 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2011), 6 December 2011 to 8 December 2011, IEEE Computer Society, Los Alamitos CA USA, pp. 197-202.

Shahiduzzaman, M., Zhang, D., Lu, G., 2011, Improved spatial pyramid matching for image classification, 10th Asian Conference on Computer Vision (ACCV 2010), 8 November 2010 to 12 November 2010, Springer - Verlag, Berlin Germany, pp. 449-459.

Lv, G., Hossain, T., Teng, S., Lu, G., Lackmann, M., 2011, Improving SIFT's performance by incorporating appropriate gradient information, 26th Image and Vision Computing New Zealand Conference (IVCNZ 2011), 29 November 2011 to 1 December 2011, Patrice Delmas, Jason James and Burkhard Wuensche, Auckland New Zealand, pp. 381-386.

Fu, Z., Lu, G., Ting, K., Zhang, D., 2011, On low-rank regularized least squares for scalable nonlinear classification, 18th International Conference on Neural Information Processing (ICONIP 2011), 13 November 2011 to 17 November 2011, Springer-Verlag, Berlin Germany, pp. 490-499.

Sadat, R., Teng, S., Lu, G., Hasan, S., 2011, Texture classification using multimodal invariant local binary pattern, 2011 IEEE Workshop on Applications of Computer Vision, 5 January 2011 to 7 January 2011, IEEE Computer Society, Los Alamitos CA USA, pp. 315-320.

Zhu, J., Lu, G., Zhang, D., 2010, A GPU-based real-time interactive method for image matting, Proceedings of the 25th International Conference of Image and Vision Computing New Zealand, 8 November 2010 to 9 November 2010, IEEE, Piscataway NJ USA, pp. 1-8.

Awrangjeb, M., Lu, G., Fraser, C., 2010, A comparative study on contour-based corner detectors, Proceedings of the 2010 Digital Image Computing: Techniques and Applications, 01 December 2010 to 03 December 2010, IEEE Computer Society, Los Alamitos CA USA, pp. 92-99.

Hossain, T., Teng, S., Lu, G., Lackmann, M., 2010, An enhancement to SIFT-based techniques for image registration, Proceedings of the 2010 Digital Image Computing: Techniques and Applications, 01 December 2010 to 03 December 2010, IEEE Computer Society, Los Alamitos CA USA, pp. 166-171.

Zhu, J., Zhang, D., Lu, G., 2010, An enhancement to closed-form method for natural image matting, Proceedings of the 2010 Digital Image Computing: Techniques and Applications, 01 December 2010 to 03 December 2010, IEEE Computer Society, Los Alamitos CA USA, pp. 629-634.

Tabassum, N., Lu, G., 2010, Data-driven MAC for efficient transmission of spatially correlated data in WSNs, Proceedings of the Third IFIP TC 6 International Conference, WCITD 2010 and IFIPTC 6 International Conference, NF 2010, 20 September 2010 to 23 September 2010, Springer - Verlag, Berlin Germany, pp. 146-157.

Sadat, R., Teng, S., Lu, G., 2010, Image registration using modified local ternary pattern, Proceedings of the 25th International Conference of Image and Vision Computing New Zealand, 8 November 2010 to 9 November 2010, IEEE, Piscataway NJ USA, pp. 1-8.

Fu, Z., Lu, G., Ting, K., Zhang, D., 2010, Learning naive Bayes classifiers for music classification and retrieval, Proceedings of the 20th International Conference on Pattern Recognition, 23 August 2010 to 26 August 2010, IEEE Computer Society, Piscataway NJ USA, pp. 4589-4592.

Sajjanhar, A., Lu, G., Zhang, D., 2010, Novel spectral descriptor for object shape, Proceedings of the 11th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing, 21 September 2010 to 24 September 2010, Springer - Verlag, Berlin Germany, pp. 58-67.

Fu, Z., Lu, G., Ting, K., Zhang, D., 2010, On feature combination for music classification, Proceedings of the Joint IAPR International Workshop on Structural, Syntactic and Statistical Pattern Recognition (SSPR & SPR 2010), 18 August 2010 to 20 August 2010, Springer - Verlag, Germany, pp. 453-462.

Islam, M.M., Zhang, D., Lu, G., 2010, Region based color image retrieval using curvelet transform, Proceedings of the 9th Asian Conference on Computer Vision, 23 September 2009 to 27 September 2009, Springer-Verlag, Berlin Germany, pp. 448-457.

Awrangjeb, M., Lu, G., Fraser, C.S., Ravanbakhsh, M., 2009, A fast corner detector based on the chord-to-point distance accumulation technique, Proceedings of the 2009 Digital Image Computing Techniques and Applications, 1 December 2009 to 3 December 2009, IEEE Computer Society, Los Alamitos CA USA, pp. 519-525.

Arabi, A.F., Lu, G., 2009, Enhanced polyphonic music genre classification using high level features, Proceedings of the 2009 IEEE International Conference on Signal and Image Processing Applications, 18 November 2009 to 19 November 2009, IEEE Signal Processing Society, Kuala Lumpur Malaysia, pp. 1-6.

Islam, M.M., Zhang, D., Lu, G., 2009, Rotation invariant curvelet features for texture image retrieval, Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 28 June 2009 to 3 July 2009, The Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 562-565.

Zhang, D., Islam, M.M., Lu, G., Hou, J., 2009, Semantic image retrieval using region based inverted file, Proceedings of the 2009 Digital Image Computing: Techniques and Applications, 1 December 2009 to 3 December 2009, IEEE Computer Society, Los Alamitos CA USA, pp. 242-249.

Sajjanhar, A., Lu, G., Zhang, D., Hou, J., Chen, Y., 2009, Spherical harmonics and distance transform for image representation and retrieval, Proceedings of the Intelligent Data Engineering and Automated Learning, 23 September 2009 to 26 September 2009, Springer - Verlag, Berlin Germany, pp. 309-316.

Islam, M.M., Zhang, D., Lu, G., 2008, A geometric method to compute directionality features for texture images, Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 23 June 2008 to 26 June 2008, IEEE, Hannover Germany, pp. 1521-1524.

Awrangjeb, M., Lu, G., 2008, A robust content-based watermarking technique, Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, 8 October 2008 to 10 October 2008, IEEE, Piscataway NJ USA, pp. 713-718.

Islam, M.M., Zhang, D., Lu, G., 2008, Automatic categorization of image regions using dominant color based vector quantization, Proceedings of the Digital Image Computing: Techniques and Applications, 1 December 2008 to 3 December 2008, IEEE Computer Society, Los Alamitos CA USA, pp. 191-198.

Sumana, I., Islam, M.M., Zhang, D., Lu, G., 2008, Content based image retrieval using curvelet transform, Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, 8 October 2008 to 10 October 2008, IEEE, Piscataway NJ USA, pp. 11-16.

Sajjanhar, A., Lu, G., Zhang, D., Zhou, W., 2008, Corners-based composite descriptor for shapes, Proceedings of the First International Congress on Image and Signal Processing CISP2008, 27 May 2008 to 30 May 2008, IEEE Computer Society, Los Alamitos CA USA, pp. 714-718.

Awrangjeb, M., Lu, G., 2008, Efficient and effective transformed image identification, Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, 8 October 2008 to 10 October 2008, IEEE, Piscataway NJ USA, pp. 563-568.

Sajjanhar, A., Lu, G., Zhang, D., Zhou, W., Chen, Y., 2008, Image retrieval based on semantics of intra-region color properties, Proceedings of 2008 IEEE 8th International Conference on Computer and Information Technology, 8 July 2008 to 11 July 2008, IEEE, Piscataway NJ USA, pp. 338-343.

Cheung, W.L., Lu, G., 2008, Music emotion annotation by machine learning, Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, 8 October 2008 to 10 October 2008, IEEE, Piscataway NJ USA, pp. 580-585.

Sajjanhar, A., Lu, G., Zhang, D., Zhou, W., 2007, A composite descriptor for shape retrieval, Proceedings 6th IEEE/ACIS International Conference on Computer and Information Science(ICIS 2007) in conjunction with 1st IEEE/ACIS International Workshop on e-Activity (IWEA 2007), 11 July 2007 to 13 July 2007, IEEE Computer Society, Los Alamitos Ca USA, pp. 795-800.

Awrangjeb, M., Lu, G., 2007, A robust corner matching technique, 2007 IEEE International Conference on Multimedia and Expo, 2 July 2007 to 5 July 2007, Conference Management Services Inc., United States of America, pp. 1483-1486.

Awrangjeb, M., Lu, G., Murshed, M.M., 2007, An affine resilient curvature scale-space corner detector, 2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, 15 April 2007 to 20 April 2007, IEEE, USA, pp. 1233-1236.

Islam, M.M., Zhang, D., Lu, G., 2007, Comparison of retrieval effectiveness of different region based image representations, Sixth International Conference on Information, Communications and Signal Processing, 10 December 2007 to 13 December 2007, IEEE, Piscataway NJ USA, pp. 311-314.

Awrangjeb, M., Lu, G., 2007, Effective corner matching for transformed image identification, Proceedings of the 8th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing (PCM 2007), 11 December 2007 to 14 December 2007, Springer, Berlin Germany, pp. 765-774.

Liu, Y., Zhang, D., Lu, G., Tan, A., 2007, Integrating semantic templates with decision tree for image semantic learning, Proceedings of the 13th International Multimedia Modeling Conference (MMM 2007), 9 January 2007 to 12 January 2007, Springer, Berlin Germany, pp. 185-195.

Liu, Y., Zhang, D., Lu, G., 2007, SIEVE - search images effectively through visual elimination, Proceedings of the Symposium on Human Interface: Human Interface and the Management of Information (HCI International 2007), 22 July 2007 to 27 July 2007, Springer, Berlin Germany, pp. 381-390.

Teng, S.W., Lu, G., 2006, Efficient implementation of vector quantization for image retrieval, The 12th International Multi-Media Modelling Conference Proceedings, 04 January 2006 to 06 January 2006, Institute of Electrical and Electronics Engineers, Inc., Beijing China, pp. 280-287.

Awrangjeb, M., Murshed, M.M., Lu, G., 2006, Global geometric distortion correction in images, 2006 IEEE 8th Workshop on Multimedia Signal Processing, 3 October 2006 to 6 October 2006, IEEE, USA, pp. 435-440.

Chua, B.Y., Lu, G., 2006, Perceptual rhythm determination of music signal for emotion-based classification, The 12th International Multi-Media Modelling Conference Proceedings, 4 January 2006 to 6 January 2006, Institute of Electrical and Electronics Engineers, Inc., Beijing China, pp. 4-11.

Liu, Y., Zhang, D., Lu, G., Ma, W., 2006, Study on texture feature extraction in region-based image retrieval system, The 12th International Multi-Media Modelling Conference Proceedings, 4 January 2006 to 6 January 2006, Institute of Electrical and Electronics Engineers, Inc., Beijing China, pp. 264-271.

Ng, C.B.R., Lu, G., Zhang, D., 2005, A new approach to texture retrieval, International Workshop on Multimedia Signal Processing 2005, 30 October 2005 to 02 November 2005, IEEE Operations Center, Piscataway NJ USA, pp. 301-304.

Lim, S., Chen, L., Lu, G., 2005, Browsing texture image databases, The 11th International Conference on Multi-Media Modeling, 12 January 2005 to 14 January 2005, IEEE Computer Society, Los Alamitos USA, pp. 328-332.

Liu, Y., Zhang, D., Lu, G., Ma, W., 2005, Deriving high-level concepts using fuzzy-ID3 decision tree for image retrieval, 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, 18 March 2005 to 23 March 2005, IEEE, Philadelphia PA USA, pp. 501-504.

Chua, B.Y., Lu, G., 2005, Determination of Perceptual Tempo of music, Proceedings of the Second International Symposium on Computer Music Modeling and Retrieval (CMMR 2004), 26 May 2004 to 29 May 2004, Springer-Verlag, Berlin Germany, pp. 61-70.

Chua, B.Y., Lu, G., 2005, Improved perceptual tempo detection of music, The 11th International Conference on Multi-Media Modeling, 12 January 2005 to 14 January 2005, IEEE Computer Society, Los Alamitos USA, pp. 316-321.

Sajjanhar, A., Lu, G., Zhang, D., Qi, T., 2005, Multiresolution analysis of connectivity, Proceedings of the 6th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2005), 6 July 2005 to 8 July 2005, Springer-Verlag, Berlin Germany, pp. 56-62.

Ng, C.B.R., Lu, G., Zhang, D., 2005, Performance study of Gabor filters and rotation invariant Gabor filters, The 11th International Conference on Multi-Media Modeling, 12 January 2005 to 14 January 2005, IEEE Computer Society, Los Alamitos USA, pp. 158-162.

Liu, Y., Zhang, D., Lu, G., Ma, W., 2005, Region-based image retrieval with high-level semantic color names, The 11th International Conference on Multi-Media Modeling, 12 January 2005 to 14 January 2005, IEEE Computer Society, Los Alamitos USA, pp. 180-187.

Sajjanhar, A., Lu, G., Zhang, D., 2005, Spherical harmonics descriptor for 2d-image retrieval, IEEE International Conference on Multimedia & Expo, 06 July 2005 to 08 July 2005, IEEE, Piscataway USA, pp. 105-108.

Liu, Y., Ma, W., Zhang, D., Lu, G., 2004, An efficient texture feature extraction algorithm for arbitrary-shaped regions, 2004 7th International Conference on Signal Processing Proceedings, 31 August 2004 to 04 September 2004, Publishing House of Electronics Industry, Beijing China, pp. 1037-1040.

Sajjanhar, A., Lu, G., Zhang, D., 2004, Angular histograms for shape retrieval, Proceedings of the ISCA 19th International Conference on Computers and Their Applications, 18 March 2004 to 20 March 2004, ISCA, Cary USA, pp. 29-31.

Sajjanhar, A., Lu, G., Zhang, D., 2004, Coherence based histograms for shape retrieval, International Conference on Computer Sciences, Software Engineering, Information Technology, E-Business and Applications, 27/12/2004 to 29/12/2004, ISCA Press, Cairo Egypt, pp. 1-5.

Sajjanhar, A., Lu, G., Zhang, D., 2004, Discriminating shape descriptors based on connectivity, Proceedings of the 2004 IEEE International Conference Multimedia and Expo (ICME), 27 June 2004 to 30 June 2004, IEEE, Taipei Taiwan, pp. 2075-2078.

Chen, L., Lu, G., Zhang, D., 2004, Effects of different Gabor filter parameters on image retrieval by texture, Proceedings of the 10th International Multimedia Modelling Conference (MMM2004), 05 January 2004 to 07 January 2004, IEEE Computer Society, Los Alamitos USA, pp. 273-278.

Sajjanhar, A., Lu, G., Zhang, D., 2004, Image retrieval using modified Generic Fourier Descriptors, Proceedings of the ISCA 19th International Conference on Computers and Their Applications, 18 March 2004 to 20 March 2004, ISCA, Cary USA, pp. 32-35.

Islam, M., Kamruzzaman, J., Lu, G., 2004, Modified cascade-correlation algorithm for improved transformer tap changing operation, Proceedings of the Joint 2nd International Conference on Soft Computing and Intelligent Systems and 5th International Symposium on Advanced Intelligent Systems, 21 September 2004 to 24 September 2004, Japan Society for Fuzzy Theory and Intelligent Informatics, Yokohama Japan, pp. 1-6.

Sajjanhar, A., Lu, G., Zhang, D., 2004, Multi-scale analysis of connectivity for image retrieval, Proceedings of the Third International Conference on Image and Graphics, 18 December 2004 to 20 December 2004, IEEE Computer Society, Los Alamitos USA, pp. 204-207.

Liu, Y., Zhang, D., Lu, G., Ma, W., 2004, Region-based image retrieval with perceptual colours, Proceedings of the 5th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing (PCM 2004), 30 November 2004 to 3 December 2004, Springer-Verlag, Berlin Germany, pp. 931-938.

Islam, M., Kamruzzaman, J., Lu, G., 2004, Transformer tap changing by data classification using artificial neural network, Proceedings of the 2004 IEEE PES Power Systems Conference & Exposition, 10 October 2004 to 13 October 2004, IEEE, Piscataway USA, pp. 1-5.

Lim, S., Smith, R.D., Lu, G., 2004, i-Map: an interactive visualisation and navigation system of an image database for finding a sample image to initiate a visual query, OZCHI 2004 Conference Proceedings, 21 November 2004 to 24 November 2004, University of Wollongong Press, Wollongong NSW Australia, pp. 1-5.

Islam, F., Kamruzzaman, J., Lu, G., 2003, Artificial Neural Network for parallel transformers tap-changer control for closed primary bus connection, Australasian Universities Power Engineering Conference, 28 September 2003 to 01 October 2003, AUPEC'03, Christchurch New Zealand, pp. 1-6.

Teng, S.W., Lu, G., 2003, Comparison of retrieval effectiveness of colour-based techniques on MPEG-7 common colour dataset, 2003 Joint Conference of the Fourth International Conference on Information, Communications and Signal Processing and Fourth Pacific-Rim Conference on Multimedia, 15 December 2003 to 18 December 2003, Nanyang Technological University, Singapore, pp. 1-5.

Bhattacharya, M., Lu, G., 2003, DAFHEA: a dynamic approximate fitness-based hybrid EA for optimisation problems, Proceedings of the 2003 Congress on Evolutionary Computation, 08 December 2003 to 12 December 2003, IEEE Press, Piscataway NJ USA, pp. 1879-1886.

Lim, S., Lu, G., 2003, Effectiveness and efficiency of six colour spaces for Content Based Image Retrieval, Third International Workshop on Content-Based Multimedia Indexing, 22 September 2003 to 24 September 2003, INRIA, France, pp. 215-221.

Tan, R.B., Taniar, D., Lu, G., 2003, Efficient execution of parallel aggregate data cube queries in data warehouse environments, Proceedings of the 4th International Conference in Intelligent Data Engineering and Automated Learning (IDEAL 2003), 21 March 2003 to 23 March 2003, Springer-Verlag, Germany, pp. 709-716.

Zhang, D., Lu, G., 2003, Evaluation of similarity measurement for image retrieval, Proceedings of the IEEE International Conference on Neural Networks and Signal Processing (ICNNSP 03), 14/12/03 - 17/12/03, IEEE Operations Center, Piscataway NJ USA, pp. 928-931.

Zhang, D., Lu, G., 2003, General image retrieval using shape and combined features, Proceedings of the Seventh IASTED International Conference on Internet and Multimedia Systems and Applications, 13 August 2003 to 15 December 2003, ACTA Press, Anaheim CA USA, pp. 585-589.

Lim, S., Lu, G., 2003, Improving colour autocorrelogram for Content Based Image Retrieval, Proceedings of the Third International Workshop on Content-Based Multimedia Indexing, 22 September 2003 to 24 September 2003, INRIA, France, pp. 63-70.

Lim, S., Lu, G., 2003, Spatial statistics for Content Based Image Retrieval, International Conference on Information Technology: Coding and Computing, 28 April 2003 to 30 April 2003, IEEE Computer Society, Los Alamitos USA, pp. 155-159.

Islam, F., Kamruzzaman, J., Lu, G., 2003, Transformer tap-changer control using Artificial Neural Network for cross network connection, Proceedings of the Third IASTED International Conference on Power and Energy Systems, 03 September 2003 to 05 September 2003, ACTA Press, Anaheim USA, pp. 666-671.

Zhang, D., Lu, G., 2002, A comparative study of Fourier descriptors for shape representation and retrieval, Fifth Asian Conference on Computer Vision (ACCV2002), 22 January 2002 to 25 January 2002, Asian Federation of Computer Vision Societies (AFCV), Fitzroy Vic Australia, pp. 646-651.

Zhang, D., Lu, G., 2002, A comparative study of three region shape descriptors, Proceedings of Sixth Digital Image Computing: Techniques and Applications Conference, 21 January 2002 to 22 January 2002, Australian Pattern Recognition Society (APRS), Fitzroy Vic Australia, pp. 86-91.

Tan, R.B., Lu, G., Taniar, D., 2002, A hierarchical approach to complex data cube queries, Proceedings of ICEIS 2002 4th International Conference on Enterprise Information Systems, 02 April 2002 to 06 April 2002, ICEIS Press, PORTUGAL, pp. 187-194.

Zhang, D., Lu, G., 2002, An integrated approach to shape based image retrieval, Proceedings of the Fifth Asian Conference on Computer Vision (ACCV2002), 22 January 2002 to 25 January 2002, Asian Federation of Computer Vision Societies (AFCV), Fitzroy Vic Australia, pp. 652-657.

Zhang, D., Lu, G., 2002, Enhanced Generic Fourier Descriptors for Object-Based Image Retrieval, Proceedings of the ICASSP 2002 IEEE International Conference on Acoustics Speech and Signal Processing, 13 May 2002 to 17 May 2002, The Institute of Electrical and Electronics Engineers Inc., USA, pp. 3668-3671.

Zhang, D., Lu, G., 2002, Generic Fourier descriptor for shape-based image retrieval, 2002 IEEE International Conference on Multimedia and Expo, 26 August 2002 to 29 August 2002, IEEE, USA, pp. 425-428.

Zhang, D., Lu, G., 2002, Improving retrieval performance of Zernike moment descriptor on affined shapes, 2002 IEEE International Conference on Multimedia and Expo, 26 August 2002 to 29 August 2002, IEEE, USA, pp. 205-208.

Zhang, D., Lu, G., 2001, A comparative study on shape retrieval using Fourier descriptors with different shape signatures, Intelligent Multimedia, Computing and Communications: Technologies and Applications of the Future: Proceedings of the International Conference on Intelligent Multimedia and Distance Education, 01 June 2001 to 03 June 2001, John Wiley & Sons, Inc., USA, pp. 1-9.

Zhang, D., Lu, G., 2001, Content-based shape retrieval using different shape descriptors: a comparative study, Proceedings of the 2001 International Conference on Multimedia and Expo (IICME 2001), 22 August 2001 to 25 August 2001, IEEE, USA, pp. 317-320.

Teng, S., Lu, G., 2001, Performance study of image retrieval based on vector quantization, Intelligent Multimedia, Computing and Communications: Technologies and Applications of the Future: Proceedings of the International Conference on Intelligent Multimedia and Distance Education, 01June 2001 to 03 June 2001, John Wiley & Sons, Inc., USA, pp. 76-80.

Zhang, D., Lu, G., 2000, An Edge and Colour Oriented Optical Flow Estimation Using Block Matching, 2000 5th International Conference on Signal Processing Proceedings, Beijing CHINA, 21-25 August 2000, Institute of Electrical and Electronics Engineers, Beijing China, pp. 1026-1032.

Lu, G., You, C.E., 2000, An Integrated Image Search Engine, 16th World Computer Congress, Beijing CHINA, 21 - 25 August 2000, World Computer Congress, China.

Lu, G., Hankinson, T., 2000, An Investigation Of Automatic Audio Classification And Segmentation, 2000 5th International Conference on Signal Processing Proceedings, Beijing CHINA, 21 - 25 August 2000, Institute of Electrical and Electronics Engineering, Beijing China, pp. 776-780.

Zhang, D., Wong, A., Indrawan, M., Lu, G., 2000, Content-based Image Retrieval Using Gabor Texture Features, The First IEEE Pacific-Rim Conference on Multimedia (2000 International symposium on Multimedia Information Processing), Sydney NSW Australia, 13 - 15 December 2000, University of Sydney, Sydney NSW Australia, pp. 392-395.

Lu, G., 2000, Current Status And Open Issues of Content-Based Image Retrieval, The First IEEE Pacific-Rim Conference on Multimedia (2000 International Symposium on Multimedia Information Processing), Sydney NSW Australia, 13 - 15 December 2000, University of Sydney, NSW Australia, pp. 342-345.

Lu, G., Teng, S., 2000, Image Compression, Indexing and Retrieval Based on Vector Quantization are Promising, The First IEEE Pacific - Rim Conference on Multimedia (2000 International Symposium on Multimedia Information Processing), Sydney Australia, 13 - 15 December 2000, University of Sydney, NSW Australia, pp. 354-357.

Lu, G., Williams, B., 1999, An Integral WWW Image Retrieval System, The Web After a Decade Proceedings of AusWeb99, the Fifth Australian World Wide Web Conference, Ballina AUSTRALIA, April 17-20, 1999, Southern Cross University Press, Lismore AUSTRALIA, pp. 86-93.

Lu, G., Hankinson, T., 1999, Audio Classification Using Multiple Features, Conference Guide of ICICS '99 Information Systems Engineering and Multimedia Communications for the Next Millennium, SINGAPORE, December 7-10, 1999, IEEE, Inc., SINGAPORE.

Lu, G., Hankinson, T., 1999, Effectiveness of Audio Classification Based on Silence Ratio, Conference Guide of ICICS'99 Information Systems Engineering and Multimedia Communications for the Next Millennium, SINGAPORE, December 7-10, 1999, IEEE, Inc., SINGAPORE, pp. 1-5.

Lu, G., Goh, P., 1999, Retrieval of MPEG-4 Coded Visual Objects, Conference Guide of ICICS'99 2nd International Conference on Information, Communications & Signal Processing Information Systems Engineering and Multimedia Communications for the Next Millennium, SINGAPORE, December 7-10, 1999, IEEE, Inc., SINGAPORE.

Lu, G., Sajjanhar, A., 1998, A Comparison of Techniques for Shape Retrieval, International Conference on Computational Intelligence & Multimedia Applications 1998, Churchill Victoria, World Scientific Publishers, Singapore, pp. 854-859.

Lu, G., Sajjanhar, A., 1998, On Performance Measurement of Multimedia Information Retrieval Systems, International Conference on Computational Intelligence and Multimedia Applications 1998, Churchill, Victoria 7-10 February 1998, World Scientific, Singapore, pp. 781-787.

Lu, G., Hankinson, T., 1998, Techniques Towards Automatic Audio Classification & Retrieval, Signal Processing Classification, Beijing China 12-16 October 1998, IEEE Press, Beijing China, pp. 1142-1145.

Lu, G., Rahman, S.M., Phillips, J., 1998, Techniques to Improve Colour Based Image Retrieval Performance, Advances in Computer Cybernetics, Baden-Baden Germany 17-21 Aug 1998, Inst for Advanced Studies in Systems Research, Windsor Ontario Canada, pp. 57-61.

Lu, G., Phillips, J., 1998, Using Perceptually Weighted Histograms for Colour- Based Image Retrieval, Signal Processing Proceedings, Beijing China,12-16 October 1998, IEEE, Beijing China, pp. 1150-1153.

Kang, C., Lu, G., 1997, A Scheme for Networked Multimedia Information Retrieval with Hard QoS Guarantees, Proceedings of APCC '97, Sydney Australia 7-10 December 1997, IREE Society, Sydney NSW Australia, pp. 1357-1361.

Sajjanhar, A., Lu, G., Wright, J., 1997, An Experimental Study of Moment Invariants and Fourier Descriptors for Shape Based Image Retrieval, 2nd Australian Document Computing Symposium, Melbourne, Australia, 5 April 1997, Royal Melbourne Institute of Technology, Melbourne Vic Australia, pp. 46-54.

Sajjanhar, A., Lu, G., Wright, J., 1997, An Experimental Study of Movement Invariants and Fourier Descriptors for Shape Based Image Retrieval, Proceedings of the Second Australian Document Computing Symposium, Melbourne 5 April 1997, Royal Melbourne Institute of Technology, Melbourne, Victoria, Australia, pp. 46-54.

Sajjanhar, A., Lu, G., 1997, An Experimental Study of an Area Based Method for Shape Representation and Similarity Measure, ICCIMA '97, Gold Coast 10-12 February 1997, Griffith University Gold Coast Queensland Aust, Gold Coast Qld Australia, pp. 388-393.

Lu, G., Hankinson, T., 1997, Audio on demand over the world wide web, The Third Australian World Wide Web Conference, Gold Coast Queensland 5-9 July 1997, AUSWEB, Gold Coast Qld Australia, p. CD ROM.

Sajjanhar, A., Lu, G., 1997, Indexing 2D Nonoccluded Shapes for Similarity Retrieval, Proceedings of SPIE - Applications of Digital Image Processing XX, San Diego USA 30 July - 1 August 1997, SPIE, San Diego California USA, pp. 188-197.

Sajjanhar, A., Lu, G., 1997, Techniques for Shape Representation in Content Based Image Retrieval Systems, ICCIMA '97, Gold Coast Queensland 10-12 February 1997, Griffith University Gold Coast Queensland Aust, Gold Coast Qld Australia, pp. 394-398.

Other

Gray, K., Brown, J., Cook, C., Jones, D., Kassell, L., Lu, G., Murshed, M.M., Simmons, M.H., Villanueva, E.V., 2012, Corridor conversations: exploring IP camera use in GP registrar education in a regional setting, Corridor conversations: exploring IP camera use in GP registrar education in a regional setting, General practice education and training ltd, Canberra ACT 2601.

Brown, J., Cook, C., Gray, K., Jones, D., Kassell, L., Lu, G., Murshed, M.M., Simmons, M.H., Villanueva, E.V., 2012, Using web based cameras for remote education and supervision. Managing the tyranny of distance and maximising the supervisor resource, Using web based cameras for remote education and supervision. Managing the tyranny of distance and maximising the supervisor resource, General practice education and training ltd, Canberra ACT 2601.