Michael Antolovich

Research output

Research output per year 1992 2001 2002 2004 2008 2011 2012 2013 2014 2015 2016 2017 2019 2020

• 30 Conference paper
• 27 Article
• 1 Review article

Research output per year

Research output per year

Search results

• 2020

  Rain streak removal with well-recovered moving objects from video sequences using photometric correlation

  Islam, M. R., Paul, M. & Antolovich, M., 2020, Image and Video Technology: PSIVT 2019 International Workshops, Sydney, NSW, Australia, November 18-22, 2019 revised selected papers. Dabrowski, J. J., Rahman, A. & Paul, M. (eds.). 1 ed. Cham, Switzerland: Springer Nature, p. 3-13 11 p. (Lecture Notes in Computer Science).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Rain 100%
  • Moving Object 55%
  • Algorithms 33%
  • Appearance 33%
  • Algorithm 33%
• 2019

  A longitudinal development report on a business communication course in Australia

  Chan, A. & Antolovich, M., 23 Oct 2019, 2019 Annual Conference Proceedings: 84th Annual International Conference. Whittle, L. A. (ed.). Detriot, Michigan, USA: Association for Business Communication, 11 p. (2019 Annual Conference Proceedings).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  Open Access

  File

  • Business 100%
  • Subject 100%
  • Communication 100%
  • Employers 66%
  • Learning Method 66%
  12 Downloads (Pure)

• Sports highlights generation using decomposed audio information

  Islam, M. R., Paul, M., Antolovich, M. & Kabir, A., 2019, IEEE International Conference on Multimedia and Expo. United States: IEEE Xplore, p. 579-584 6 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Feature 100%
  • Sport 75%
  • Events 75%
  • Pre-Recorded Media 75%
  • Soccer 50%
  3 Citations (Scopus)
• 2017

  A nonnegative projection based algorithm for low-rank nonnegative matrix approximation

  Wang, P., He, Z., Xie, K., Gao, J. & Antolovich, M., 24 Oct 2017, Neural information processing: 24th International Conference, ICONIP 2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part I. Liu, D., Xie, S., Li, Y., Zhao, D. & El-Alfy, E-S. M. (eds.). Springer-Verlag London Ltd., p. 240-247 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10634 LNCS).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Algorithm 100%
  • Projection 100%
  • Algorithms 100%
  • Approximation 66%
  • Multiplicative Update 66%
  1 Citation (Scopus)

• Classification on Grassmann Manifold via Scheiddegger-Watson Distribution using Bayesian Approach

  Ali, M. & Antolovich, M., 02 Oct 2017, Proceedings of the 2016 3rd International Conference on Soft Computing and Machine Intelligence, ISCMI 2016. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 28-32 5 p. 8057433

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Manifold 100%
  • Classification 100%
  • Grassmann 100%
  • Normalizing Constant 100%
  • Standards 100%

• Density estimation on Stiefel manifolds using matrix-Fisher model

  Ali, M., Antolovich, M. & Wang, B., 16 Feb 2017, Proceedings - 2016 9th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2016. Wang, Y., An, J., Wang, L., Li, Q., Yan, G. & Chang, Q. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 66-71 6 p. 7852683

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Matrix 100%
  • Classification 66%
  • Stiefel Manifold 66%
  • Normalization Constant 50%
  • Density Estimation 33%

• Recognition on Grassmann manifolds via parametric modelling

  Ali, M., Antolovich, M. & Wang, B., 16 Feb 2017, Proceedings - 2016 9th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI 2016). Wang, Y., An, J., Wang, L., Li, Q., Yan, G. & Chang, Q. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 2014-2019 6 p. 7853050

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Normalizing Constant 100%
  • Procedure 66%
  • Matrix 50%
  • Maximum Likelihood Estimation 33%
  • Grassmann 33%

• Recognition on Matrix Angular Central Gaussian Distribution

  Ali, M. & Antolovich, M., 02 Oct 2017, Proceedings of the 2016 3rd International Conference on Soft Computing and Machine Intelligence, ISCMI 2016. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 38-42 5 p. 8057435

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Gaussian Distribution 100%
  • Grassmann 75%
  • Maximum Likelihood Estimation 50%
  • Gaussian 25%
  • Matrix 25%
• 2016

  Learning on Fisher-Bingham Model Based on Normalizing Constant

  Ali, M. & Antolovich, M., 23 Nov 2016, 2016 3rd International Conference on Soft Computing & Machine Intelligence (ISCMI) . United States: IEEE, Institute of Electrical and Electronics Engineers, p. 33-37 5 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Normalizing Constant 100%
  • Bayesian Classifier 66%
  • Models 66%
  • Manifold 66%
  • Model 66%

• MLE-Based learning on Grassmann manifolds

  Ali, M., Gao, J. & Antolovich, M., 22 Dec 2016, Proceedings of the 2016 International Conference on digital image computing : Techniques and applications (DICTA). United States: IEEE, Institute of Electrical and Electronics Engineers, 6 p. 7797063

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Classification 100%
  • Density Function 100%
  • Normalizing Constant 100%
  • Matrix 100%
  • Existing Literature 50%
• 2015

  Learning from Demonstration Using GMM, CHMM and DHMM: A Comparison

  Ge, F., Moore, W. & Antolovich, M., 2015, AI 2015. Pfahringer, B. & Renz, J. (eds.). Switzerland: Springer, Vol. 9457. p. 204-217 14 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Hidden Markov Models 100%
  • Proving 25%
  • Mines 25%
  • Learning 25%
  • Gaussian Mixture Model 16%
  1 Citation (Scopus)

• Rock fragment boundary detection using compressed random features

  Bull, G., Gao, J. & Antolovich, M., 2015, VISIGRAPP 2014. Switzerland: Springer-Verlag London Ltd., Vol. 550. p. 273-286 14 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Rock 100%
  • Image Processing 75%
  • Image Patch 50%
  • Analytical Method 50%
  • Procedure 50%
  1 Citation (Scopus)
• 2014

  Convergence problem in GMM related robot learning from demonstration

  Ge, F., Moore, W. & Antolovich, M., 2014, Learning to explore Business Intelligence. Germany: Springer-Verlag London Ltd., Vol. 8891. p. 62-71 10 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review
  1 Citation (Scopus)

• Delineation of Rock Fragments by Classification of Image Patches using Compressed Random Features

  Bull, G., Gao, J. & Antolovich, M., 2014, VISAPP 2014. Battiato, S. & Braz, JÂ. (eds.). Setúbal, Portugal: SCITEPRESS - Science and Technology Publications, Vol. 1. p. 394-401 8 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Rock 100%
  • Fragment 66%
  • Delineation 50%
  • Image Patch 50%
  • Procedure 33%
  2 Citations (Scopus)

• Image Segmentation Using Dictionary Learning and Compressed Random Features

  Bull, G., Gao, J. & Antolovich, M., 2014, Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Dictionaries 100%
  • Dictionary Learning 100%
  • Learning 83%
  • Segmentation 66%
  • Image Processing 66%
  1 Citation (Scopus)
• 2013

  Image Segmentation Using Random Features

  Bull, G., Gao, J. & Antolovich, M., 2013, ICGIP 2013: 5th Proceedings. United States: SPIE, Vol. 9069. p. 1-8 8 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Compressed Sensing 100%
  • Algorithm 50%
  • Sensing Mechanisms 50%
  • Segmentation 50%
  • Algorithms 50%

• Improving the Efficiency of Spiking Network Learning

  Thiruvarudchelvan, V., Moore, W. & Antolovich, M., 2013, ICONIP 2013: 20th Conference proceedings. Lee, M. (ed.). Germany: Springer, p. 1-8 8 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Networks 100%
  • Neural Network 75%
  • Computation 50%
  • Realism 50%
  • Calculation 50%
  2 Citations (Scopus)

  4 Downloads (Pure)
• 2012

  3D Motion estimation for 3D video coding

  Paul, M., Gao, J. & Antolovich, M., 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings. Sakai, H. (ed.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1189-1192 4 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Motion Estimation 100%
  • View 100%
  • Computational Time 50%
  • Multiview Video Coding 50%
  • Distortion Performance 33%
  7 Citations (Scopus)

  6 Downloads (Pure)

• Multi-view video compression using dynamic background frame and 3d motion estimation

  Paul, M., Gao, J., Antolovich, M. & Bossomaier, T., 2012, Proceedings of the 15th International Conference on Computer and Information Technology: ICCIT 2012. Karim, M. A. (ed.). United States: Institute of Electrical and Electronics Engineers, p. 84-89 6 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • View 100%
  • Motion Estimation 66%
  • Reference Frame 66%
  • Computational Time 50%
  • Pre-Recorded Media 50%
  1 Citation (Scopus)

• Robot learning by a mining tunnel inspection robot

  Ge, F. L., Moore, W., Antolovich, M. & Gao, J., 2012, IEEE International Conference on Ubiquitous Robots and Ambient Intelligence. United States: Institute of Electrical and Electronics Engineers, p. 200-204 5 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Tasks 100%
  • Mining 75%
  • Mining Engineering 75%
  • Gaussian Mixture Model 50%
  • Inspection 50%
  2 Citations (Scopus)
• 2011

  Application of learning from demonstration to a mining tunnel inspection robot

  Ge, F. L., Moore, W. & Antolovich, M., 2011, 2011 CRCMining: Australian Mining Technology Conference. Kenmore East, Qld: CRC Mining, p. 28-35 8 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

• Application of learning from demonstration to a mining tunnel inspection robot

  Ge, F. L., Moore, W., Antolovich, M. & Gao, J., 2011, IEEE International Conference on Robot, Vision and Signal Processing (RSVP). Taiwan: IEEE, p. 32-35 4 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  Open Access

  File
  3 Citations (Scopus)

  100 Downloads (Pure)

• Determining bulk density of mine rock piles using ground penetrating radar frequency downshift

  Benter, A., Antolovich, M. & Moore, W., 2011, Proceedings of the 2011 6th International Workshop on Advanced Ground Penetrating Radar (IWAGPR). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  Open Access

  File

  • Fragment 100%
  • Detection System 75%
  • Bulk Density 50%
  • Ground Penetrating Radar 50%
  • Rock 50%
  5 Citations (Scopus)

  329 Downloads (Pure)
• 2010

  Proof of concept system applied in mining tunnel search and rescue

  Ge, F. L., Moore, W., Antolovich, M. & Benter, A., 2010, Technology changing the mining business footprint. Australia: CRCMining Australia, p. 35-45 11 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Visualization 100%
  • Stereovision 100%
  • Proof-of-Concept 100%
  • Laser Pointer 100%
  • Development 100%
• 2009

  Fragment size detection within homogeneous material using ground penetrating radar

  Benter, A., Xu, Y. D., Moore, W., Antolovich, M. & Gao, J., 2009, Surveillance for a safer world. USA: IEEE, p. 1-5 5 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  Open Access

  File

  • Productivity 100%
  • Internal Structure 100%
  • Radar Equipment 100%
  • Research 100%
  • Detection 100%
  45 Downloads (Pure)
• 2008

  L1 LASSO Modeling and Its Bayesian Inference

  Gao, J., Antolovich, M. & Kwan, P., 2008, AI 2008 21st conference: Advances in artificial intelligence. Wobcke, W. & Zhang, M. (eds.). Netherland: Springer, Vol. 5360/2008. p. 318-324 7 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  Open Access

  File

  • Regression Model 100%
  • Algorithm 50%
  • Algorithms 50%
  • Modeling 50%
  • Bayesian 50%
  31 Downloads (Pure)

• L-1 LASSO modeling and its Bayesian inference

  Gao, J., Antolovich, M. & Kwan, P. W., 01 Dec 2008, AI 2008: Advances in Artificial Intelligence - 21st Australasian Joint Conference on Artificial Intelligence, Proceedings. p. 318-324 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5360 LNAI).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Regression Model 100%
  • Algorithm 33%
  • Algorithms 33%
  • Regression 33%
  • Bayesian 33%
  1 Citation (Scopus)

• Novel methods for high-resolution facial image capture using calibrated PTZ and static cameras

  Xu, Y. D., Gao, J. & Antolovich, M., 2008, ICME 2008. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 45-48 4 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  Open Access

  File

  • Attitude (Inclination) 100%
  • Cameras 100%
  • Procedure 100%
  • High Resolution 66%
  • Camera 66%
  5 Citations (Scopus)

  26 Downloads (Pure)
• 2006

  Metabolomic characterization of lavender plant species by profiling volatile metabolites from living flower using SPME-GC/MS

  An, M., Wu, H., Liu, D., Antolovich, M. & Liu, Y. H., 2006, Proceedings from the 4th International Plant Metabolomics Conference. Ward, J. L. & Beale, M. H. (eds.). USA,New York: Springer, Vol. 2. p. 328-328 1 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review
  2 Citations (Scopus)
• 2005

  RAGE: A multiplatform Game Engine

  McCulloch, L., Hofman, A., Tulip, J. & Antolovich, M., 2005, IE2005. Pisan, Y. (ed.). Sydney, Australia: Creativity and Cognition Studios Press, p. 129-131 3 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  Open Access

  File
  73 Downloads (Pure)