Research

My Research Group

Graduated Students

Ph.D. Theses

  1. Optimization, Artificial Intelligence and Machine Learning In The Development Of Image Processing Plans – Kamal Ranaweera, 2005

  2. A Novel Update Scheme for Landmark Initialization in Monocular Visual SLAM – Zhenhe Chen, 2006

  3. Indoor Feature Tracking – Ranga Rodrigo, 2007

  4. Non-rigid registration of biomedical images using a twisting and bending model – Nuwan Nanayakkara, 2008

  5. Spatially Coherent Geometric Class Labeling of Images and Its Applications – Xiaoqing Liu, 2008

  6. Improving the Geotagging Accuracy of Street-level Images – Mehrnaz Zouqi, 2013

  7. Vascular Segmentation Algorithms for Generating 3D Atherosclerotic Measurements – Eranga Ukwatta, 2013

  8. Image-based registration methods for quantification and compensation of prostate motion during trans-rectal ultrasound (TRUS)-guided biopsy – Tharindu de Silva, 2014

  9. Human Metaphase Chromosome Analysis using Image Processing – Akila Subasinghe, 2014

  10. Using Machine Learning to Assist Clinicians to Diagnose Auditory Processing Disorder in Children, Hasitha Wimalarathna, 2023

Masters Theses

  1. Flexible Framework for Developing a Cooperative Intelligent Image Analysis System – Kamal Ranaweera, 2002

  2. Image Segmentation by Feature Enhancement using Domain Knowledge and Adaptive Region based Operators – Nuwan Nanayakkara, 2003

  3. Feature Based Visual Servoing and Line-cue Augmented 3D Reconstruction – Ranga Rodrigo, 2004

  4. Depth Augmented, Model Based Image Segmentation – Zhang Chen, 2004

  5. Text Localization and Extraction Algorithms for Mobile Robot Navigation – Xiaoqing Liu, 2005

  6. Three Dimensional Reconstruction of Endoscopic Images Using Calibrated and Un-calibrated Cameras – Mohammad Soukthabandani, 2007

  7. An Image Understanding System for Detecting Indoor Features – WenXia Shi, 2006

  8. 2D Ultrasound Image Segmention Using Graph Cuts and Local Image Features – Mehrnaz Zouqi, 2008

  9. Information Security Analysis and Auditing of IEC61850 Automated Substations – Upeka Premaratne, 2009

  10. Machine Vision System for Automated Spectroscopy – Eranga Ukwatta, 2009

  11. Image Processing Techniques for Detecting Chromosome Abnormalities – Akila Subasinghe, 2010

  12. Adaptive Prediction of Channel Responses for Varying Receiver Speeds – Edwin Niroshan, 2011

  13. Cyber Security Aspects of Smart Grid Communication – Pubudu Weerathunga, 2012

  14. Integrated Development And Parallelization Of Automated Dicentric Chromosome Indentification Software To Expedite Biodosimetry Analysis – Yanxin Li, 2013

  15. Monostatic Airborne Synthetic Aperture Radar Using Commercial WiMax Transceivers In The License-Exempt Spectrum – Kai Liu, 2014

  16. Feature Encoding Strategies For Multi-View Image Classification – Kyle Doerr, 2016

  17. Enhanced Indoor Localization System Based On Inertial Navigation – Hettiarachchige Don Rasika Lakmal, 2016

  18. Improvements to tracking pedestrians in video streams using a pre-trained convolutional neural network – Marjan Ramin, 2016

  19. Hidden Markov Model Based Intrusion Alert Prediction, Udaya Sampath Karunathilaka Perera Miriya Thanthrige, 2016

  20. Improved Localization Algorithms in Indoor Wireless Environment, Fei Long, 2016

  21. Real-Time Intrusion Detection Using Multidimensional Sequence-To-Sequence Machine Learning And Adaptive Stream Processing, Gobinath Loganathan, 2018

  22. INSecS: An Intelligent Network Security System, Nadun Rajasinghe, 2018

  23. Recurrent Neural Network Architectures Toward Intrusion Detection, Wafaa Anani, 2018

  24. Adaptation of a Deep Learning Algorithm for Traffic Sign Detection, Jose Masache Narvaez, 2019

  25. Anonymization & Generation of Network Packet Datasets Using Deep learning, Spencer Vecile, 2022


  • Kamal Ranaweera, PhD candidate (2003)
  • Hogan Chen, PhD candidate (2003)
  • Ranga Rodrigo, PhD candidate (2005)
  • Xiaoqing Liu, MESc candidate (2003)
  • Wenxia Shi, MESc candidate (2004)
  • Vijitha Wijetilleke, MEng candidate (2004)
  • Kamal Ranaweera, MESc (2000-2002)
  • Nuwan Nanayakkara, MESc (2001-2003)
  • John Chen, MESc (2001-2003)
  • Ranga Rodrigo, MESc (2002-2004)
  • Mei Xiao, MEng (2003-2004)
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