Premaratne, Prashan

Research Areas

Available as Research Supervisor

Selected Publications

Journal Article

Year	Title
2020	High capacity adaptive image steganography with cover region selection using dual-tree complex wavelet transform Published In Cognitive Systems Research
2020	Improved image steganography based on super-pixel and coefficient-plane-selection Published In Signal Processing
2020	Robust one-dimensional calibration and localisation of a distributed camera sensor network Published In Pattern Recognition
2019	A frame reduction system based on a color structural similarity (CSS) method and Bayer images analysis for capsule endoscopy Published In Artificial Intelligence in Medicine
2019	A new efficient power management interface for hybrid electromagnetic-piezoelectric energy harvesting system Published In Advances in Intelligent Systems and Computing
2019	Comprehensive survey of image steganography: Techniques, Evaluations, and trends in future research Published In Neurocomputing
2019	Realtime Computer Vision-Based Accurate Vehicle Counting and Speed Estimation for Highways Published In Lecture Notes in Computer Science
2019	Single and Multi-channel Direct Visual Odometry with Binary Descriptors Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019	The development of a clinically tested visually lossless Image compression system for capsule endoscopy Published In Signal Processing: Image Communication
2018	On the effects of spreading sequence pairs over MIMO-STS systems Published In International Journal of Radio Frequency Identification Technology and Applications
2018	On the effects of spreading sequence pairs over MIMO-STS systems Published In International Journal of Radio Frequency Identification Technology and Applications
2017	Centroid tracking based dynamic hand gesture recognition using discrete Hidden Markov Models Published In Neurocomputing
2016	Tempo-spatial compactness based background subtraction for vehicle detection and tracking Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015	Dynamic hand gesture recognition using centroid tracking Published In Lecture Notes in Computer Science
2015	Improving the quality of experience in terms of SINR by modelling a millimetre wave pico-cellular network: a potential (5G) cellular network with a pico-cell technology deployment at 28 GHz operating frequency Published In International Journal of Wireless and Mobile Computing
2015	Robust segmentation of vehicles under illumination variations and camera movement Published In Lecture Notes in Computer Science
2015	The feasability of implementing a face recognition system based on Gabor filter and nearst nighbour techniques in an FPGA device for door control systems Published In Journal of Computers
2014	A hybrid feature extraction technique for face recognition Published In International Proceedings of Computer Science and Information Technology
2014	Computer vision based traffic monitoring system for multi-track freeways Published In Lecture Notes in Computer Science
2014	Dynamic hand gesture recognition framework Published In Lecture Notes in Computer Science
2014	EEG-based brain-computer interface for automating home appliances Published In Journal of Computers
2014	Image matching using moment invariants Published In Neurocomputing
2013	Australian sign language recognition using moment invariants Published In Lecture Notes in Computer Science
2013	Hand gesture tracking and recognition system using Lucas–Kanade algorithms for control of consumer electronics Published In Neurocomputing
2012	Hand gesture tracking and recognition system for control of consumer electronics Published In Lecture Notes in Computer Science
2012	Image similarity index based on moment invariants of approximation level of discrete wavelet transform Published In Electronics Letters
2011	Design and implementation of edge detection algorithm using digital signal controller (DSC) Published In Lecture Notes in Artificial Intelligence (LNAI)
2007	Consumer electronics control system based on hand gesture moment invariants Published In IET Computer Vision
2001	Retrieval of symmetrical image blur using zero sheets Published In IEE Proceedings: Vision, Image and Signal Processing
1999	Image blur recognition using under-sampled discrete Fourier transform Published In Electronics Letters

Book

Year	Title
2021	Preface Publisher University of Calgary Press
2020	Preface
2020	Preface
2019	Preface
2018	Preface
2017	Preface
2016	Preface
2015	Preface
2014	Human Computer Interaction Using Hand Gestures Publisher Singapore: Springer International
2014	Human computer interaction using hand gestures Publisher Singapore
2013	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface Publisher Springer Berlin Heidelberg
2012	Communications in Computer and Information Science: Preface

Chapter

Year	Title
2021	Optimization of Low-Speed Dual Rotor Axial Flux Generator Design Through Electromagnetic Modelling and Simulation Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2020	Towards a Universal Steganalyser Using Convolutional Neural Networks Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2014	Dynamic hand gesture recognition framework Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2010	Preface Published In Application Of Alternative Food-Preservation Technologies To Enhance Food Safety And Stability Publisher BENTHAM SCIENCE PUBLISHERS
2009	Ship classification by superstructure moment invariants Published In Emerging intelligent computing technology and applications : ICIC 2009 Publisher Berlin, Germany

Conference Paper

Year	Title
2019	A JAVA program for automatic team allocation in project-based coursework Published In Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018
2018	A Dual Canister Medicine IoT Dispenser Published In 15th International Conference on Information Technology: Information Technology – New Generations
2018	Adaptive Image Steganography Based on Edge Detection Over Dual-Tree Complex Wavelet Transform Published In Intelligent Computing Theories and Application: 14th International Conference, ICIC 2018: proceedings, Part III
2018	Co-simulation Method for Hardware/Software Evaluation Using Xilinx System Generator: A Case Study on Image Compression Algorithms for Capsule Endoscopy Published In 2018, 12th International Conference on Signal Processing and Communication Systems, ICSPCS 2018 - Proceedings
2018	Optimizing edge weights for distributed inference with Gaussian belief propagation Published In Intelligent Computing Theories and Application: 14th International Conference, ICIC 2018: proceedings, Part I
2018	Performance Analysis of a Piezoelectric Bimorph Cantilevered and Electromagnetic Hybrid Energy Harvester Published In Proceedings of IEEE Sensors
2018	Secure Image Steganography Using Dual-Tree Complex Wavelet Transform Block Matching Published In 2nd International Conference on Electronics, Communication and Aerospace Technology (ICECA 2018)
2018	The Feasibility of an Internal Mechanism for Capsule Endoscopy Locomotion and Retention-Release Published In 2018, 12th International Conference on Signal Processing and Communication Systems, ICSPCS 2018 - Proceedings
2017	A comparative analysis among dual tree complex wavelet and other wavelet transforms based on image compression Published In Intelligent Computing: Theories and Application: 13th International Conference, ICIC: Proceedings, Part II
2017	Distributed one dimensional calibration and localisation of a camera sensor network Published In Intelligent Computing: Theories and Application: 13th International Conference, ICIC: Proceedings, Part II
2016	A nearly lossless compression system for Bayer pattern images of a capsule endoscopy Published In 10th International Conference on Signal Processing and Communication Systems (ICSPCS)
2016	Research considerations for improving capsule endoscopy technology Published In 10th International Conference on Signal Processing and Communication Systems (ICSPCS)
2015	A promising set of spreading sequences to mitigate MAI effects in MIMO STS systems Published In Signal Processing and Communication Systems (ICSPCS), 2015 9th International Conference on
2013	Embedded door access control systems based on face recognition: a survey Published In 7th International Conference on Signal Processing and Communication Systems
2013	Hand gesture recognition: An overview Published In 5th IEEE International Conference on Broadband Network and Multimedia Technology (IC-BNMT 2013)
2013	On the effects of spreading sequences over MIMO systems Published In 7th International Conference on Signal Processing and Communication Systems
2010	Design and implementation of edge detection algorithm in dsPIC embedded processor Published In International Conference on Harmonics and Quality of Power
2010	Dynamic hand gesture recognition system using moment invariants Published In International Conference on Harmonics and Quality of Power
2010	Human computer interaction using hand gestures Published In 6th International Conference on Intelligent Computing, ICIC 2010
2010	Thinking head: towards human centred robotics Published In International Conference on Control, Automation, Robotics and Vision
2008	Feature based stereo correspondence using moment invariant Published In International Conference on Information and Automation for Sustainability
2008	Stereo correspondence using moment invariants Published In Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues. 4th International Conference on Intelligent Computing, ICIC 2008
2007	2D barcodes as watermarks in image authentication Published In International Conference on Computer and Information Science
2006	Moment invariant based control system using hand gestures Published In Lecture Notes in Control and Information Sciences
2003	Optimal configuration of discrete-value dispersion compensator modules for a given dispersion map in a fiber optic communication link Published In Pacific Rim Conference on Lasers and Electro-Optics, CLEO - Technical Digest
2001	New performance metrics for blind image restoration Published In International Geoscience and Remote Sensing Symposium (IGARSS)
2000	Parametric modeling of blurred images for image restoration Published In Conference Record of the Asilomar Conference on Signals, Systems and Computers
1999	Novel watermark embedding and detection scheme for images in DFT domain Published In IEE Conference Publication
1999	Zero sheet separation of blurred images with symmetrical point spread functions Published In Conference Record of the 33rd Asilomar Conference on Signals, Systems, and Computers

Editor Of

Book
- Bio inspired computing and applications 7th International conference on intelligent computing. Heidelberg, Germany. 2011

Featured In

Prashan Premaratne Abstract
https://www.smh.com.au/technology/last-hurrah-for-the-lost-remote-20070718-gdqnbq.html Website

Available as Research Supervisor

Potential Supervision Topics

Variety of Topics in Artificial Intelligence
Image Processing, Computer Vision and Radar Signal Processing

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Distributed Robotic Vision for Calibration, Localisation, and Mapping	Halloran, Brendan
Master of Research - EIS	Light-weighted neural networks with attention mechanism for fire detection	Meng, Chaoqun

Education And Training

Graduate Certificate in Higher Education in Higher Education, Faculty of Education 2008 - 2009
Doctor of Philosophy in Image/Signal Processing, National University of Singapore, Department of Electrical and Computer Engineering, Image Restoration using Blind Deconvolution 1999 - 2001
B.E. in Optical Communications, Signal Processing, University of Melbourne, Department of Electrical and Electronics Engineering 1994 - 1997

Awards And Honors

University of Wollongong Vice-Chancellor Award , conferred by University of Wollongong, 2016
Outstanding Leadership Award for ICIC Conference Series, conferred by International Conference on Intelligent Computing, 2016
UoW PITCH - Staff Encouragement Award, conferred by University of Wollongong, 2015
UoW PITCH- Finalist, conferred by University of Wollongong, 2013
Peer Recognition Award, conferred by Australian College of Educators, 2008
Motorola Research Grant, conferred by Motorola, 1999
Singapore Science Award, conferred by Government of Singapore, 1999
Singapore Postgraduate Scholarship , conferred by National University of Singapore, 1999
James Crawford Scholarship , conferred by Australian Government, 1994

Keywords

Computer Vision
Image Processing
Signal Processing
Radar Signal Processing
Image Authentication
Image Steganography
Human Computer Interaction

Located In Facility

Building 35, Room G31

Research Areas

Selected Publications

Journal Article

Year	Title
2020	High capacity adaptive image steganography with cover region selection using dual-tree complex wavelet transform Published In Cognitive Systems Research
2020	Improved image steganography based on super-pixel and coefficient-plane-selection Published In Signal Processing
2020	Robust one-dimensional calibration and localisation of a distributed camera sensor network Published In Pattern Recognition
2019	A frame reduction system based on a color structural similarity (CSS) method and Bayer images analysis for capsule endoscopy Published In Artificial Intelligence in Medicine
2019	A new efficient power management interface for hybrid electromagnetic-piezoelectric energy harvesting system Published In Advances in Intelligent Systems and Computing
2019	Comprehensive survey of image steganography: Techniques, Evaluations, and trends in future research Published In Neurocomputing
2019	Realtime Computer Vision-Based Accurate Vehicle Counting and Speed Estimation for Highways Published In Lecture Notes in Computer Science
2019	Single and Multi-channel Direct Visual Odometry with Binary Descriptors Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019	The development of a clinically tested visually lossless Image compression system for capsule endoscopy Published In Signal Processing: Image Communication
2018	On the effects of spreading sequence pairs over MIMO-STS systems Published In International Journal of Radio Frequency Identification Technology and Applications
2018	On the effects of spreading sequence pairs over MIMO-STS systems Published In International Journal of Radio Frequency Identification Technology and Applications
2017	Centroid tracking based dynamic hand gesture recognition using discrete Hidden Markov Models Published In Neurocomputing
2016	Tempo-spatial compactness based background subtraction for vehicle detection and tracking Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015	Dynamic hand gesture recognition using centroid tracking Published In Lecture Notes in Computer Science
2015	Improving the quality of experience in terms of SINR by modelling a millimetre wave pico-cellular network: a potential (5G) cellular network with a pico-cell technology deployment at 28 GHz operating frequency Published In International Journal of Wireless and Mobile Computing
2015	Robust segmentation of vehicles under illumination variations and camera movement Published In Lecture Notes in Computer Science
2015	The feasability of implementing a face recognition system based on Gabor filter and nearst nighbour techniques in an FPGA device for door control systems Published In Journal of Computers
2014	A hybrid feature extraction technique for face recognition Published In International Proceedings of Computer Science and Information Technology
2014	Computer vision based traffic monitoring system for multi-track freeways Published In Lecture Notes in Computer Science
2014	Dynamic hand gesture recognition framework Published In Lecture Notes in Computer Science
2014	EEG-based brain-computer interface for automating home appliances Published In Journal of Computers
2014	Image matching using moment invariants Published In Neurocomputing
2013	Australian sign language recognition using moment invariants Published In Lecture Notes in Computer Science
2013	Hand gesture tracking and recognition system using Lucas–Kanade algorithms for control of consumer electronics Published In Neurocomputing
2012	Hand gesture tracking and recognition system for control of consumer electronics Published In Lecture Notes in Computer Science
2012	Image similarity index based on moment invariants of approximation level of discrete wavelet transform Published In Electronics Letters
2011	Design and implementation of edge detection algorithm using digital signal controller (DSC) Published In Lecture Notes in Artificial Intelligence (LNAI)
2007	Consumer electronics control system based on hand gesture moment invariants Published In IET Computer Vision
2001	Retrieval of symmetrical image blur using zero sheets Published In IEE Proceedings: Vision, Image and Signal Processing
1999	Image blur recognition using under-sampled discrete Fourier transform Published In Electronics Letters

Book

Year	Title
2021	Preface Publisher University of Calgary Press
2020	Preface
2020	Preface
2019	Preface
2018	Preface
2017	Preface
2016	Preface
2015	Preface
2014	Human Computer Interaction Using Hand Gestures Publisher Singapore: Springer International
2014	Human computer interaction using hand gestures Publisher Singapore
2013	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface Publisher Springer Berlin Heidelberg
2012	Communications in Computer and Information Science: Preface

Chapter

Year	Title
2021	Optimization of Low-Speed Dual Rotor Axial Flux Generator Design Through Electromagnetic Modelling and Simulation Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2020	Towards a Universal Steganalyser Using Convolutional Neural Networks Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2014	Dynamic hand gesture recognition framework Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2010	Preface Published In Application Of Alternative Food-Preservation Technologies To Enhance Food Safety And Stability Publisher BENTHAM SCIENCE PUBLISHERS
2009	Ship classification by superstructure moment invariants Published In Emerging intelligent computing technology and applications : ICIC 2009 Publisher Berlin, Germany

Conference Paper

Year	Title
2019	A JAVA program for automatic team allocation in project-based coursework Published In Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018
2018	A Dual Canister Medicine IoT Dispenser Published In 15th International Conference on Information Technology: Information Technology – New Generations
2018	Adaptive Image Steganography Based on Edge Detection Over Dual-Tree Complex Wavelet Transform Published In Intelligent Computing Theories and Application: 14th International Conference, ICIC 2018: proceedings, Part III
2018	Co-simulation Method for Hardware/Software Evaluation Using Xilinx System Generator: A Case Study on Image Compression Algorithms for Capsule Endoscopy Published In 2018, 12th International Conference on Signal Processing and Communication Systems, ICSPCS 2018 - Proceedings
2018	Optimizing edge weights for distributed inference with Gaussian belief propagation Published In Intelligent Computing Theories and Application: 14th International Conference, ICIC 2018: proceedings, Part I
2018	Performance Analysis of a Piezoelectric Bimorph Cantilevered and Electromagnetic Hybrid Energy Harvester Published In Proceedings of IEEE Sensors
2018	Secure Image Steganography Using Dual-Tree Complex Wavelet Transform Block Matching Published In 2nd International Conference on Electronics, Communication and Aerospace Technology (ICECA 2018)
2018	The Feasibility of an Internal Mechanism for Capsule Endoscopy Locomotion and Retention-Release Published In 2018, 12th International Conference on Signal Processing and Communication Systems, ICSPCS 2018 - Proceedings
2017	A comparative analysis among dual tree complex wavelet and other wavelet transforms based on image compression Published In Intelligent Computing: Theories and Application: 13th International Conference, ICIC: Proceedings, Part II
2017	Distributed one dimensional calibration and localisation of a camera sensor network Published In Intelligent Computing: Theories and Application: 13th International Conference, ICIC: Proceedings, Part II
2016	A nearly lossless compression system for Bayer pattern images of a capsule endoscopy Published In 10th International Conference on Signal Processing and Communication Systems (ICSPCS)
2016	Research considerations for improving capsule endoscopy technology Published In 10th International Conference on Signal Processing and Communication Systems (ICSPCS)
2015	A promising set of spreading sequences to mitigate MAI effects in MIMO STS systems Published In Signal Processing and Communication Systems (ICSPCS), 2015 9th International Conference on
2013	Embedded door access control systems based on face recognition: a survey Published In 7th International Conference on Signal Processing and Communication Systems
2013	Hand gesture recognition: An overview Published In 5th IEEE International Conference on Broadband Network and Multimedia Technology (IC-BNMT 2013)
2013	On the effects of spreading sequences over MIMO systems Published In 7th International Conference on Signal Processing and Communication Systems
2010	Design and implementation of edge detection algorithm in dsPIC embedded processor Published In International Conference on Harmonics and Quality of Power
2010	Dynamic hand gesture recognition system using moment invariants Published In International Conference on Harmonics and Quality of Power
2010	Human computer interaction using hand gestures Published In 6th International Conference on Intelligent Computing, ICIC 2010
2010	Thinking head: towards human centred robotics Published In International Conference on Control, Automation, Robotics and Vision
2008	Feature based stereo correspondence using moment invariant Published In International Conference on Information and Automation for Sustainability
2008	Stereo correspondence using moment invariants Published In Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues. 4th International Conference on Intelligent Computing, ICIC 2008
2007	2D barcodes as watermarks in image authentication Published In International Conference on Computer and Information Science
2006	Moment invariant based control system using hand gestures Published In Lecture Notes in Control and Information Sciences
2003	Optimal configuration of discrete-value dispersion compensator modules for a given dispersion map in a fiber optic communication link Published In Pacific Rim Conference on Lasers and Electro-Optics, CLEO - Technical Digest
2001	New performance metrics for blind image restoration Published In International Geoscience and Remote Sensing Symposium (IGARSS)
2000	Parametric modeling of blurred images for image restoration Published In Conference Record of the Asilomar Conference on Signals, Systems and Computers
1999	Novel watermark embedding and detection scheme for images in DFT domain Published In IEE Conference Publication
1999	Zero sheet separation of blurred images with symmetrical point spread functions Published In Conference Record of the 33rd Asilomar Conference on Signals, Systems, and Computers

Editor Of

Book
- Bio inspired computing and applications 7th International conference on intelligent computing. Heidelberg, Germany. 2011

Featured In

Prashan Premaratne Abstract
https://www.smh.com.au/technology/last-hurrah-for-the-lost-remote-20070718-gdqnbq.html Website

Potential Supervision Topics

Variety of Topics in Artificial Intelligence
Image Processing, Computer Vision and Radar Signal Processing

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Distributed Robotic Vision for Calibration, Localisation, and Mapping	Halloran, Brendan
Master of Research - EIS	Light-weighted neural networks with attention mechanism for fire detection	Meng, Chaoqun

Education And Training

Graduate Certificate in Higher Education in Higher Education, Faculty of Education 2008 - 2009
Doctor of Philosophy in Image/Signal Processing, National University of Singapore, Department of Electrical and Computer Engineering, Image Restoration using Blind Deconvolution 1999 - 2001
B.E. in Optical Communications, Signal Processing, University of Melbourne, Department of Electrical and Electronics Engineering 1994 - 1997

Awards And Honors

University of Wollongong Vice-Chancellor Award , conferred by University of Wollongong, 2016
Outstanding Leadership Award for ICIC Conference Series, conferred by International Conference on Intelligent Computing, 2016
UoW PITCH - Staff Encouragement Award, conferred by University of Wollongong, 2015
UoW PITCH- Finalist, conferred by University of Wollongong, 2013
Peer Recognition Award, conferred by Australian College of Educators, 2008
Motorola Research Grant, conferred by Motorola, 1999
Singapore Science Award, conferred by Government of Singapore, 1999
Singapore Postgraduate Scholarship , conferred by National University of Singapore, 1999
James Crawford Scholarship , conferred by Australian Government, 1994

Keywords

Computer Vision
Image Processing
Signal Processing
Radar Signal Processing
Image Authentication
Image Steganography
Human Computer Interaction

Located In Facility

Building 35, Room G31

Overview

Research Areas

Available as Research Supervisor

Publications

Selected Publications

Journal Article

Book

Chapter

Conference Paper

Editor Of

Book

Featured In

Supervision

Available as Research Supervisor

Potential Supervision Topics

Advisees

Graduate Advising Relationship

Background

Education And Training

Awards And Honors

Keywords

Contact

Located In Facility

Overview

Research Areas

Publications

Selected Publications

Journal Article

Book

Chapter

Conference Paper

Editor Of

Book

Featured In

Supervision

Potential Supervision Topics

Advisees

Graduate Advising Relationship

Background

Education And Training

Awards And Honors

Keywords

Contact

Located In Facility

Visualisations

Research Areas