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 Volume 60 Pages 20 - 32 ISSN 1389-0417 Altmetric
2020	Improved image steganography based on super-pixel and coefficient-plane-selection Published In Signal Processing Volume 171 Altmetric
2020	Robust one-dimensional calibration and localisation of a distributed camera sensor network Published In Pattern Recognition Volume 98 Pages 107058-1 - 107058-12 ISSN 1873-5142 Altmetric
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 Volume 94 Pages 18 - 27 ISSN 0933-3657 Altmetric
2019	Comprehensive survey of image steganography: Techniques, Evaluations, and trends in future research Published In Neurocomputing Volume 335 Pages 299 - 326 ISSN 0925-2312 Altmetric
2019	Realtime Computer Vision-Based Accurate Vehicle Counting and Speed Estimation for Highways Published In Lecture Notes in Computer Science Volume 11643 Pages 583 - 592 Altmetric
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) Volume 11645 LNAI Pages 86 - 98 Altmetric
2019	The development of a clinically tested visually lossless Image compression system for capsule endoscopy Published In Signal Processing: Image Communication Volume 76 Pages 135 - 150 ISSN 0923-5965 Altmetric
2018	On the effects of spreading sequence pairs over MIMO-STS systems Published In International Journal of Radio Frequency Identification Technology and Applications Volume 5 Pages 24 - 47 ISSN 1745-3216 Altmetric
2017	Centroid tracking based dynamic hand gesture recognition using discrete Hidden Markov Models Published In Neurocomputing Volume 228 Pages 79 - 83 ISSN 0925-2312 Altmetric
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) Volume 9771 Pages 86 - 96 Altmetric
2015	Dynamic hand gesture recognition using centroid tracking Published In Lecture Notes in Computer Science Volume 9225 Pages 623 - 629 Altmetric
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 Volume 8 Pages 329 - 338 ISSN 1741-1084 Altmetric
2015	Robust segmentation of vehicles under illumination variations and camera movement Published In Lecture Notes in Computer Science Volume 9225 Pages 466 - 476 Altmetric
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 Volume 10 Pages 115 - 129 ISSN 1796-203X Altmetric
2014	A hybrid feature extraction technique for face recognition Published In International Proceedings of Computer Science and Information Technology Pages 166 - 170 Altmetric
2014	Computer vision based traffic monitoring system for multi-track freeways Published In Lecture Notes in Computer Science Volume 8589 Pages 339 - 349 Altmetric
2014	Dynamic hand gesture recognition framework Published In Lecture Notes in Computer Science Volume 8589 Pages 834 - 845 Altmetric
2014	EEG-based brain-computer interface for automating home appliances Published In Journal of Computers Volume 9 Pages 2159 - 2166 ISSN 1796-203X Altmetric
2014	Image matching using moment invariants Published In Neurocomputing Volume 137 Pages 65 - 70 ISSN 0925-2312 Altmetric
2013	Australian sign language recognition using moment invariants Published In Lecture Notes in Computer Science Volume 7996 Pages 509 - 514 Altmetric
2013	Hand gesture tracking and recognition system using Lucas–Kanade algorithms for control of consumer electronics Published In Neurocomputing Volume 116 Pages 242 - 249 ISSN 0925-2312 Altmetric
2012	Hand gesture tracking and recognition system for control of consumer electronics Published In Lecture Notes in Computer Science Volume 6839 Pages 588 - 593 Altmetric
2012	Image similarity index based on moment invariants of approximation level of discrete wavelet transform Published In Electronics Letters Volume 48 Pages 1465 - 1467 ISSN 0013-5194 Altmetric
2011	Design and implementation of edge detection algorithm using digital signal controller (DSC) Published In Lecture Notes in Artificial Intelligence (LNAI) Volume 2011 Pages 549 - 556 Altmetric
2007	Consumer electronics control system based on hand gesture moment invariants Published In IET Computer Vision Volume 1 Pages 35 - 41 ISSN 1350-245X Altmetric

Book

Year	Title
2014	Human computer interaction using hand gestures Publisher Singapore: Springer ISBN 9789814585682 Pages 174 Altmetric

Chapter

Year	Title
2009	Ship classification by superstructure moment invariants Published In Emerging intelligent computing technology and applications : ICIC 2009 Publisher Berlin, Germany: Springer Pages 327 - 335 Altmetric

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 Pages 185 - 192 Altmetric
2018	A Dual Canister Medicine IoT Dispenser Published In 15th International Conference on Information Technology: Information Technology – New Generations Pages 167 - 173 Altmetric
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 Pages 544 - 550 Altmetric
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 Pages 1 - 4 Altmetric
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 Pages 46 - 59 Altmetric
2018	Performance Analysis of a Piezoelectric Bimorph Cantilevered and Electromagnetic Hybrid Energy Harvester Published In Proceedings of IEEE Sensors Pages 1 - 4 Altmetric
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) Pages 41 - 47 Altmetric
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 Pages 1 - 6 Altmetric
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 Pages 569 - 580 Altmetric
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 Pages 581 - 593 Altmetric
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) Pages 1 - 6 Altmetric
2016	Research considerations for improving capsule endoscopy technology Published In 10th International Conference on Signal Processing and Communication Systems (ICSPCS) Pages 1 - 10 Altmetric
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 Pages 1 - 4 Altmetric
2013	Embedded door access control systems based on face recognition: a survey Published In 7th International Conference on Signal Processing and Communication Systems Pages 1 - 7 Altmetric
2013	Hand gesture recognition: An overview Published In 5th IEEE International Conference on Broadband Network and Multimedia Technology (IC-BNMT 2013) Pages 63 - 69 Altmetric
2013	On the effects of spreading sequences over MIMO systems Published In 7th International Conference on Signal Processing and Communication Systems Pages 1 - 6 Altmetric
2010	Design and implementation of edge detection algorithm in dsPIC embedded processor Published In International Conference on Harmonics and Quality of Power Pages 8 - 13 Altmetric
2010	Dynamic hand gesture recognition system using moment invariants Published In International Conference on Harmonics and Quality of Power Pages 108 - 113 Altmetric
2010	Human computer interaction using hand gestures Published In 6th International Conference on Intelligent Computing, ICIC 2010 Pages 381 - 386 Altmetric
2010	Thinking head: towards human centred robotics Published In International Conference on Control, Automation, Robotics and Vision Pages 2042 - 2047 Altmetric
2008	Feature based stereo correspondence using moment invariant Published In International Conference on Information and Automation for Sustainability Pages 104 - 108 Altmetric
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 Pages 447 - 454 Altmetric
2007	2D barcodes as watermarks in image authentication Published In International Conference on Computer and Information Science Pages 432 - 437 Altmetric

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 (Integrated)	Intelligent System for Secure and Robust Image Steganography and Steganalysis	Kadhim, Inas Jawad
Doctor of Philosophy	Distributed Computer Vision Algorithms for UAV Swarms with On-board Vision Processing	Halloran, Brendan
Master of Research - EIS	Computer vision based navigation for autonomous robots	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 Volume 60 Pages 20 - 32 ISSN 1389-0417 Altmetric
2020	Improved image steganography based on super-pixel and coefficient-plane-selection Published In Signal Processing Volume 171 Altmetric
2020	Robust one-dimensional calibration and localisation of a distributed camera sensor network Published In Pattern Recognition Volume 98 Pages 107058-1 - 107058-12 ISSN 1873-5142 Altmetric
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 Volume 94 Pages 18 - 27 ISSN 0933-3657 Altmetric
2019	Comprehensive survey of image steganography: Techniques, Evaluations, and trends in future research Published In Neurocomputing Volume 335 Pages 299 - 326 ISSN 0925-2312 Altmetric
2019	Realtime Computer Vision-Based Accurate Vehicle Counting and Speed Estimation for Highways Published In Lecture Notes in Computer Science Volume 11643 Pages 583 - 592 Altmetric
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) Volume 11645 LNAI Pages 86 - 98 Altmetric
2019	The development of a clinically tested visually lossless Image compression system for capsule endoscopy Published In Signal Processing: Image Communication Volume 76 Pages 135 - 150 ISSN 0923-5965 Altmetric
2018	On the effects of spreading sequence pairs over MIMO-STS systems Published In International Journal of Radio Frequency Identification Technology and Applications Volume 5 Pages 24 - 47 ISSN 1745-3216 Altmetric
2017	Centroid tracking based dynamic hand gesture recognition using discrete Hidden Markov Models Published In Neurocomputing Volume 228 Pages 79 - 83 ISSN 0925-2312 Altmetric
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) Volume 9771 Pages 86 - 96 Altmetric
2015	Dynamic hand gesture recognition using centroid tracking Published In Lecture Notes in Computer Science Volume 9225 Pages 623 - 629 Altmetric
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 Volume 8 Pages 329 - 338 ISSN 1741-1084 Altmetric
2015	Robust segmentation of vehicles under illumination variations and camera movement Published In Lecture Notes in Computer Science Volume 9225 Pages 466 - 476 Altmetric
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 Volume 10 Pages 115 - 129 ISSN 1796-203X Altmetric
2014	A hybrid feature extraction technique for face recognition Published In International Proceedings of Computer Science and Information Technology Pages 166 - 170 Altmetric
2014	Computer vision based traffic monitoring system for multi-track freeways Published In Lecture Notes in Computer Science Volume 8589 Pages 339 - 349 Altmetric
2014	Dynamic hand gesture recognition framework Published In Lecture Notes in Computer Science Volume 8589 Pages 834 - 845 Altmetric
2014	EEG-based brain-computer interface for automating home appliances Published In Journal of Computers Volume 9 Pages 2159 - 2166 ISSN 1796-203X Altmetric
2014	Image matching using moment invariants Published In Neurocomputing Volume 137 Pages 65 - 70 ISSN 0925-2312 Altmetric
2013	Australian sign language recognition using moment invariants Published In Lecture Notes in Computer Science Volume 7996 Pages 509 - 514 Altmetric
2013	Hand gesture tracking and recognition system using Lucas–Kanade algorithms for control of consumer electronics Published In Neurocomputing Volume 116 Pages 242 - 249 ISSN 0925-2312 Altmetric
2012	Hand gesture tracking and recognition system for control of consumer electronics Published In Lecture Notes in Computer Science Volume 6839 Pages 588 - 593 Altmetric
2012	Image similarity index based on moment invariants of approximation level of discrete wavelet transform Published In Electronics Letters Volume 48 Pages 1465 - 1467 ISSN 0013-5194 Altmetric
2011	Design and implementation of edge detection algorithm using digital signal controller (DSC) Published In Lecture Notes in Artificial Intelligence (LNAI) Volume 2011 Pages 549 - 556 Altmetric
2007	Consumer electronics control system based on hand gesture moment invariants Published In IET Computer Vision Volume 1 Pages 35 - 41 ISSN 1350-245X Altmetric

Book

Year	Title
2014	Human computer interaction using hand gestures Publisher Singapore: Springer ISBN 9789814585682 Pages 174 Altmetric

Chapter

Year	Title
2009	Ship classification by superstructure moment invariants Published In Emerging intelligent computing technology and applications : ICIC 2009 Publisher Berlin, Germany: Springer Pages 327 - 335 Altmetric

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 Pages 185 - 192 Altmetric
2018	A Dual Canister Medicine IoT Dispenser Published In 15th International Conference on Information Technology: Information Technology – New Generations Pages 167 - 173 Altmetric
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 Pages 544 - 550 Altmetric
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 Pages 1 - 4 Altmetric
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 Pages 46 - 59 Altmetric
2018	Performance Analysis of a Piezoelectric Bimorph Cantilevered and Electromagnetic Hybrid Energy Harvester Published In Proceedings of IEEE Sensors Pages 1 - 4 Altmetric
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) Pages 41 - 47 Altmetric
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 Pages 1 - 6 Altmetric
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 Pages 569 - 580 Altmetric
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 Pages 581 - 593 Altmetric
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) Pages 1 - 6 Altmetric
2016	Research considerations for improving capsule endoscopy technology Published In 10th International Conference on Signal Processing and Communication Systems (ICSPCS) Pages 1 - 10 Altmetric
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 Pages 1 - 4 Altmetric
2013	Embedded door access control systems based on face recognition: a survey Published In 7th International Conference on Signal Processing and Communication Systems Pages 1 - 7 Altmetric
2013	Hand gesture recognition: An overview Published In 5th IEEE International Conference on Broadband Network and Multimedia Technology (IC-BNMT 2013) Pages 63 - 69 Altmetric
2013	On the effects of spreading sequences over MIMO systems Published In 7th International Conference on Signal Processing and Communication Systems Pages 1 - 6 Altmetric
2010	Design and implementation of edge detection algorithm in dsPIC embedded processor Published In International Conference on Harmonics and Quality of Power Pages 8 - 13 Altmetric
2010	Dynamic hand gesture recognition system using moment invariants Published In International Conference on Harmonics and Quality of Power Pages 108 - 113 Altmetric
2010	Human computer interaction using hand gestures Published In 6th International Conference on Intelligent Computing, ICIC 2010 Pages 381 - 386 Altmetric
2010	Thinking head: towards human centred robotics Published In International Conference on Control, Automation, Robotics and Vision Pages 2042 - 2047 Altmetric
2008	Feature based stereo correspondence using moment invariant Published In International Conference on Information and Automation for Sustainability Pages 104 - 108 Altmetric
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 Pages 447 - 454 Altmetric
2007	2D barcodes as watermarks in image authentication Published In International Conference on Computer and Information Science Pages 432 - 437 Altmetric

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 (Integrated)	Intelligent System for Secure and Robust Image Steganography and Steganalysis	Kadhim, Inas Jawad
Doctor of Philosophy	Distributed Computer Vision Algorithms for UAV Swarms with On-board Vision Processing	Halloran, Brendan
Master of Research - EIS	Computer vision based navigation for autonomous robots	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