Jagath Samarabandu

According to our database, Jagath Samarabandu authored at least 70 papers between 1993 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Experiences with Contrastive Predictive Coding in Industrial Time-Series Classification.

Sunanda Gamage, Benjamin Klöpper, Jagath Samarabandu

SIGKDD Explor., 2022

Multiclass Damage Identification in a Full-Scale Bridge Using Optimally Tuned One-Dimensional Convolutional Neural Network.

Sandeep Sony, Sunanda Gamage, Ayan Sadhu, Jagath Samarabandu

J. Comput. Civ. Eng., 2022

Machine learning approaches used to analyze auditory evoked responses from the human auditory brainstem: A systematic review.

Hasitha Wimalarathna, Sangamanatha Ankmnal Veeranna, Chris Allan, Sumit K. Agrawal, Jagath Samarabandu, Hanif M. Ladak, Prudence Allen

Comput. Methods Programs Biomed., 2022

Malicious and Benign URL Dataset Generation Using Character-Level LSTM Models.

Spencer Vecile, Kyle Lacroix, Katarina Grolinger, Jagath Samarabandu

Proceedings of the IEEE Conference on Dependable and Secure Computing, 2022

2021

Comparison of machine learning models to classify Auditory Brainstem Responses recorded from children with Auditory Processing Disorder.

Hasitha Wimalarathna, Sangamanatha Ankmnal Veeranna, Chris Allan, Sumit K. Agrawal, Prudence Allen, Jagath Samarabandu, Hanif M. Ladak

Comput. Methods Programs Biomed., 2021

2020

A Novel Distributed and Stealthy Attack on Active Distribution Networks and a Mitigation Strategy.

Pirathayini Srikantha, Jingyuan Liu, Jagath Samarabandu

IEEE Trans. Ind. Informatics, 2020

Deep learning methods in network intrusion detection: A survey and an objective comparison.

Sunanda Gamage, Jagath Samarabandu

J. Netw. Comput. Appl., 2020

2018

Real-Time Intrusion Detection in Network Traffic Using Adaptive and Auto-Scaling Stream Processor.

Gobinath Loganathan, Jagath Samarabandu, Xianbin Wang

Proceedings of the IEEE Global Communications Conference, 2018

INSECS-DCS: A Highly Customizable Network Intrusion Dataset Creation Framework.

Nadun Rajasinghe, Jagath Samarabandu, Xianbin Wang

Proceedings of the 2018 IEEE Canadian Conference on Electrical & Computer Engineering, 2018

Sequence to Sequence Pattern Learning Algorithm for Real-Time Anomaly Detection in Network Traffic.

Gobinath Loganathan, Jagath Samarabandu, Xianbin Wang

Proceedings of the 2018 IEEE Canadian Conference on Electrical & Computer Engineering, 2018

Comparison of Recurrent Neural Network Algorithms for Intrusion Detection Based on Predicting Packet Sequences.

Wafaa Anani, Jagath Samarabandu

Proceedings of the 2018 IEEE Canadian Conference on Electrical & Computer Engineering, 2018

2017

Robust 2-D-3-D Registration Optimization for Motion Compensation During 3-D TRUS-Guided Biopsy Using Learned Prostate Motion Data.

Tharindu De Silva, Derek W. Cool, Jing Yuan, Cesare Romagnoli, Jagath Samarabandu, Aaron Fenster, Aaron D. Ward

IEEE Trans. Medical Imaging, 2017

2016

Centromere detection of human metaphase chromosome images using a candidate based method.

Akila Subasinghe Arachchige, Jagath Samarabandu, YanXin Li, Ruth Wilkins, Farrah Flegal, Joan Knoll, Peter K. Rogan

F1000Research, 2016

Intrusion Alert Prediction Using a Hidden Markov Model.

Udaya Sampath K. Perera Miriya Thanthrige, Jagath Samarabandu, Xianbin Wang

CoRR, 2016

Machine learning techniques for intrusion detection on public dataset.

Udaya Sampath K. Perera Miriya Thanthrige, Jagath Samarabandu, Xianbin Wang

Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

Analyzing surveillance videos using automatically generated processing sequences with knowledge-augmented genetic algorithms.

Jagath Samarabandu, Kamal P. Ranaweera

Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

Novel velocity model to improve indoor localization using inertial navigation with sensors on a smartphone.

Hettiarachchige Don Rasika Lakmal, Jagath Samarabandu

Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

Spatial direction corrections to improve indoor localization using inertial navigation with sensors on a smartphone.

Hettiarachchige Don Rasika Lakmal, Jagath Samarabandu

Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

2015

Human activity detection based on multiple smart phone sensors and machine learning algorithms.

Xizhe Yin, Weiming Shen, Jagath Samarabandu, Xianbin Wang

Proceedings of the 19th IEEE International Conference on Computer Supported Cooperative Work in Design, 2015

2014

Monostatic Airborne SAR Using License Exempt WiMAX Transceivers.

Kai Liu, Xianbin Wang, Jagath Samarabandu, Auon Muhammad Akhtar

Proceedings of the IEEE 80th Vehicular Technology Conference, 2014

Performance evaluation of genetic algorithms for resource scheduling in TLE uplink.

Mohamad Kalil, Jagath Samarabandu, Abdallah Shami, Arafat Al-Dweik

Proceedings of the International Wireless Communications and Mobile Computing Conference, 2014

Use of Kinect in a Multicamera setup for action recognition applications.

Omar Kayal, Jagath Samarabandu

Proceedings of the IEEE 27th Canadian Conference on Electrical and Computer Engineering, 2014

2013

Intensity Integrated Laplacian-Based Thickness Measurement for Detecting Human Metaphase Chromosome Centromere Location.

Akila Subasinghe Arachchige, Jagath Samarabandu, Joan Knoll, Peter K. Rogan

IEEE Trans. Biomed. Eng., 2013

2012

Machine vision system for automated spectroscopy.

Eranga Ukwatta, Jagath Samarabandu, Mike Hall

Mach. Vis. Appl., 2012

Automatic Detection of Pale Path and Overlaps in Chromosome Images using Adaptive Search Technique and Re-thresholding.

Rajeev Ranjan, Akila Subasinghe Arachchige, Jagath Samarabandu, Peter K. Rogan, Joan Knoll

Proceedings of the VISAPP 2012, 2012

2D-3D rigid registration to compensate for prostate motion during 3D TRUS-guided biopsy.

Tharindu De Silva, Aaron Fenster, Jeffrey S. Bax, Lori Gardi, Cesare Romagnoli, Jagath Samarabandu, Aaron D. Ward

Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

Risk-based modelling for managing privacy protection.

Afshan Samani, Hamada H. Ghenniwa, Jagath Samarabandu

Proceedings of the 25th IEEE Canadian Conference on Electrical and Computer Engineering, 2012

Intensity integrated Laplacian algorithm for human metaphase chromosome centromere detection.

Akila Subasinghe Arachchige, Jagath Samarabandu, Peter K. Rogan, Joan Knoll

Proceedings of the 25th IEEE Canadian Conference on Electrical and Computer Engineering, 2012

2011

Segmentation of the lumen and media-adventitia boundaries of the common carotid artery from 3D ultrasound images.

Eranga Ukwatta, Joseph Awad, Aaron D. Ward, Jagath Samarabandu, A. Krasinski, Grace Parraga, Aaron Fenster

Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Low-complexity OFDM channel predictor design with varying speed receivers in time-varying wireless channels.

Edwin Christopher, Gejie Liu, Xianbin Wang, Jagath Samarabandu

Proceedings of the 24th Canadian Conference on Electrical and Computer Engineering, 2011

Adaptive modulation for OFDM system with varying speed receiver.

Edwin Christopher, Muhammad Ajmal Khan, Xianbin Wang, Jagath Samarabandu

Proceedings of the 24th Canadian Conference on Electrical and Computer Engineering, 2011

2010

Order-Preserving Moves for Graph-Cut-Based Optimization.

Xiaoqing Liu, Olga Veksler, Jagath Samarabandu

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Quantification of Prostate Deformation due to Needle Insertion during TRUS-guided Biopsy.

Tharindu De Silva, Aaron Fenster, Jagath Samarabandu, Aaron D. Ward

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Multi-modal image registration using line features and mutual information.

Mehrnaz Zouqi, Jagath Samarabandu, Yanbo Zhou

Proceedings of the International Conference on Image Processing, 2010

An image processing algorithm for accurate extraction of the centerline from human metaphase chromosomes.

Akila Subasinghe Arachchige, Jagath Samarabandu, Joan Knoll, Wahab Khan, Peter K. Rogan

Proceedings of the International Conference on Image Processing, 2010

Automatic Position Registration of Street-level Fisheye Images into Aerial Image Using Line Structures and Mutual Information.

Mehrnaz Zouqi, Jagath Samarabandu, Yanbo Zhou

Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

An Accurate Image Processing Algorithm for Detecting FISH Probe Locations Relative to Chromosome Landmarks on DAPI Stained Metaphase Chromosome Images.

Subasinghe A. Akila Akila, Jagath Samarabandu, Joan Knoll, Wahab Khan, Peter K. Rogan

Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

2009

Robust and Efficient Feature Tracking for Indoor Navigation.

Ranga Rodrigo, Mehrnaz Zouqi, Zhenhe Chen, Jagath Samarabandu

IEEE Trans. Syst. Man Cybern. Part B, 2009

Vision Based Metal Spectral Analysis Using Multi-label Classification.

Eranga Ukwatta, Jagath Samarabandu

Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009

2D ultrasound image segmentation using graph cuts and local image features.

Mehrnaz Zouqi, Jagath Samarabandu

Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Image Processing, 2009

2008

A "Twisting and Bending" Model-Based Nonrigid Image Registration Technique for 3-D Ultrasound Carotid Images.

Nuwan D. Nanayakkara, Bernard Chiu, Afshan Samani, John David Spence, Jagath Samarabandu, Aaron Fenster

IEEE Trans. Medical Imaging, 2008

Fuzzy inference system for software product family process evaluation.

Faheem Ahmed, Luiz Fernando Capretz, Jagath Samarabandu

Inf. Sci., 2008

Nonrigid registration of carotid ultrasound and MR images using a "twisting and bending" model.

Nuwan D. Nanayakkara, Bernard Chiu, Abbas Samani, John David Spence, Grace Parraga, Jagath Samarabandu, Aaron Fenster

Proceedings of the Medical Imaging 2008: Image Processing, 2008

A learning-based automatic spinal MRI segmentation.

Xiaoqing Liu, Jagath Samarabandu, Gregory J. Garvin, Rethy Chhem, Shuo Li

Proceedings of the Medical Imaging 2008: Image Processing, 2008

Graph cut with ordering constraints on labels and its applications.

Xiaoqing Liu, Olga Veksler, Jagath Samarabandu

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Prostate Segmentation from 2-D Ultrasound Images Using Graph Cuts and Domain Knowledge.

Mehrnaz Zouqi, Jagath Samarabandu

Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008

Vision Based Spectroscopy Simulation.

Eranga Ukwatta, Ranga Rodrigo, Jagath Samarabandu, Mike Hall

Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008

2007

Recent advances in simultaneous localization and map-building using computer vision.

Zhenhe Chen, Jagath Samarabandu, Ranga Rodrigo

Adv. Robotics, 2007

An application framework for measuring the performance of a visual servo control of a reaching task for the visually impaired.

Duane J. Jacques, Ranga Rodrigo, Kenneth A. McIsaac, Jagath Samarabandu

Proceedings of the IEEE International Conference on Systems, 2007

A learning-based automatic clinical organ segmentation in medical images.

Xiaoqing Liu, Jagath Samarabandu, Shuo Li, Ian G. Ross, Gregory J. Garvin

Proceedings of the Medical Imaging 2007: Image Processing, 2007

2006

Line cue augmented perspective structure from motion.

Jagath Samarabandu, Ranga Rodrigo

Proceedings of the Image Processing: Algorithms and Systems IV, 2006

A simple and fast text localization algorithm for indoor mobile robot navigation.

Xiaoqing Liu, Jagath Samarabandu

Proceedings of the Image Processing: Algorithms and Systems IV, 2006

Multiscale Edge-Based Text Extraction from Complex Images.

Xiaoqing Liu, Jagath Samarabandu

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

A Non-Rigid Image Registration Technique for 3D Ultrasound Carotid Images using a "Twisting and Bending" Model.

Nuwan D. Nanayakkara, Bernard Chiu, Abbas Samani, John David Spence, Jagath Samarabandu, Aaron Fenster

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Corridor Line Detection for Vision Based Indoor Robot Navigation.

Wenxia Shi, Jagath Samarabandu

Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

Energy Based Line Detection.

Ranga Rodrigo, Wenxia Shi, Jagath Samarabandu

Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

A Visual SLAM Solution Based on High Level Geometry Knowledge and Kalman Filtering.

Zhenhe Chen, Jagath Samarabandu

Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

2005

An Object Tracking and Visual Servoing System for the Visually Impaired.

Duane J. Jacques, Ranga Rodrigo, Kenneth A. McIsaac, Jagath Samarabandu

Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

2004

PAWA: A Program Analysis Tool for Web Based Intranet Applications.

Manpreet Sagoo, Miriam A. M. Capretz, Jagath Samarabandu

Proceedings of the 6th International Workshop on Web Site Evolution (WSE 2004), 2004

A focus of attention mechanism for gaze control within a framework for intelligent image analysis tools.

Ranga Rodrigo, Kamal P. Ranaweera, Jagath Samarabandu

Proceedings of the Image Processing: Algorithms and Systems III, 2004

A knowledge-capturing approach for a cooperative intelligent image analysis system.

Kamal P. Ranaweera, Jagath Samarabandu

Proceedings of the Image Processing: Algorithms and Systems III, 2004

Augmenting range data obtained from stereoscopy with model-based image segmentation using planar patches.

Zhang John Chen, Jagath Samarabandu

Proceedings of the Image Processing: Algorithms and Systems III, 2004

2003

A flexible framework for developing a cooperative intelligent image analysis system.

Kamal P. Ranaweera, Jagath Samarabandu

Proceedings of the Image Processing: Algorithms and Systems II, 2003

Automatic prostate boundary detection in ultrasound images using multiresolution deformable models and fuzzy logic.

Nuwan D. Nanayakkara, Jagath Samarabandu

Proceedings of the Image Processing: Algorithms and Systems II, 2003

Unsupervised model based image segmentation using domain knowledge based fuzzy logic and edge enhancement.

Nuwan D. Nanayakkara, Jagath Samarabandu

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Planar region depth filling using edge detection with embedded confidence technique and Hough transform.

Zhang John Chen, Jagath Samarabandu

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Processing Plan Selection Algorithms for a Cooperative Intelligent Image Analysis System.

Kamal P. Ranaweera, Jagath Samarabandu

Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003

Using Domain Knowledge and Adaptive Region Based Operators for Improving the Robustness of Image Segmentation with Active Contour Models.

Nuwan D. Nanayakkara, Jagath Samarabandu

Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003

1994

Multi-resolution Texture Analysis of Self-Similar Textures Using Hierarchical Gaussian Markov Random Field Models.

Jagath Samarabandu, Raj Acharya

Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993

Analysis of bone X-rays using morphological fractals.

Jagath Samarabandu, Raj Acharya, Ernest Hausmann, Kristin M. Allen

IEEE Trans. Medical Imaging, 1993