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ORCIDJagath Samarabandu
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- affiliation: University of Western Ontario, Canada
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2020 – today
- 2022
[j15]Hasitha Wimalarathna, Sangamanatha Ankmnal Veeranna, Chris Allan, Sumit K. Agrawal
, Jagath Samarabandu, Hanif M. Ladak, Prudence Allen:
Machine learning approaches used to analyze auditory evoked responses from the human auditory brainstem: A systematic review. Comput. Methods Programs Biomed. 226: 107118 (2022)- [j14]Sandeep Sony, Sunanda Gamage, Ayan Sadhu, Jagath Samarabandu:
Multiclass Damage Identification in a Full-Scale Bridge Using Optimally Tuned One-Dimensional Convolutional Neural Network. J. Comput. Civ. Eng. 36(2) (2022) - [j13]Sunanda Gamage, Benjamin Klöpper, Jagath Samarabandu:
Experiences with Contrastive Predictive Coding in Industrial Time-Series Classification. SIGKDD Explor. 24(2): 114-123 (2022) - [c54]Spencer Vecile, Kyle Lacroix, Katarina Grolinger, Jagath Samarabandu:
Malicious and Benign URL Dataset Generation Using Character-Level LSTM Models. DSC 2022: 1-8 - 2021
- [j12]Hasitha Wimalarathna, Sangamanatha Ankmnal Veeranna, Chris Allan, Sumit K. Agrawal, Prudence Allen, Jagath Samarabandu, Hanif M. Ladak:
Comparison of machine learning models to classify Auditory Brainstem Responses recorded from children with Auditory Processing Disorder. Comput. Methods Programs Biomed. 200: 105942 (2021) - 2020
- [j11]Sunanda Gamage, Jagath Samarabandu:
Deep learning methods in network intrusion detection: A survey and an objective comparison. J. Netw. Comput. Appl. 169: 102767 (2020) - [j10]Pirathayini Srikantha, Jingyuan Liu, Jagath Samarabandu:
A Novel Distributed and Stealthy Attack on Active Distribution Networks and a Mitigation Strategy. IEEE Trans. Ind. Informatics 16(2): 823-831 (2020)
2010 – 2019
- 2018
- [c53]Wafaa Anani, Jagath Samarabandu:
Comparison of Recurrent Neural Network Algorithms for Intrusion Detection Based on Predicting Packet Sequences. CCECE 2018: 1-4 - [c52]Gobinath Loganathan, Jagath Samarabandu, Xianbin Wang:
Sequence to Sequence Pattern Learning Algorithm for Real-Time Anomaly Detection in Network Traffic. CCECE 2018: 1-4 - [c51]Nadun Rajasinghe, Jagath Samarabandu, Xianbin Wang:
INSECS-DCS: A Highly Customizable Network Intrusion Dataset Creation Framework. CCECE 2018: 1-4 - [c50]Gobinath Loganathan, Jagath Samarabandu, Xianbin Wang:
Real-Time Intrusion Detection in Network Traffic Using Adaptive and Auto-Scaling Stream Processor. GLOBECOM 2018: 1-6 - 2017
- [j9]Tharindu De Silva, Derek W. Cool, Jing Yuan, Cesare Romagnoli, Jagath Samarabandu, Aaron Fenster, Aaron D. Ward:
Robust 2-D-3-D Registration Optimization for Motion Compensation During 3-D TRUS-Guided Biopsy Using Learned Prostate Motion Data. IEEE Trans. Medical Imaging 36(10): 2010-2020 (2017) - 2016
- [c49]Hettiarachchige Don Rasika Lakmal, Jagath Samarabandu:
Spatial direction corrections to improve indoor localization using inertial navigation with sensors on a smartphone. CCECE 2016: 1-4 - [c48]Hettiarachchige Don Rasika Lakmal, Jagath Samarabandu:
Novel velocity model to improve indoor localization using inertial navigation with sensors on a smartphone. CCECE 2016: 1-4 - [c47]Jagath Samarabandu, Kamal P. Ranaweera:
Analyzing surveillance videos using automatically generated processing sequences with knowledge-augmented genetic algorithms. CCECE 2016: 1-5 - [c46]Udaya Sampath K. Perera Miriya Thanthrige, Jagath Samarabandu, Xianbin Wang:
Machine learning techniques for intrusion detection on public dataset. CCECE 2016: 1-4 - [i3]Rasika Lakmal Hettiarachchige Don, Jagath Samarabandu:
Novel velocity model to improve indoor localization using inertial navigation with sensors on a smartphone. CoRR abs/1601.03004 (2016) - [i2]Udaya Sampath K. Perera Miriya Thanthrige, Jagath Samarabandu, Xianbin Wang:
Intrusion Alert Prediction Using a Hidden Markov Model. CoRR abs/1610.07276 (2016) - [i1]Akila Subasinghe Arachchige, Jagath Samarabandu, YanXin Li, Ruth Wilkins, Farrah Flegal, Joan Knoll, Peter K. Rogan:
Centromere detection of human metaphase chromosome images using a candidate based method. F1000Research 5: 1565 (2016) - 2015
- [c45]Xizhe Yin, Weiming Shen, Jagath Samarabandu, Xianbin Wang:
Human activity detection based on multiple smart phone sensors and machine learning algorithms. CSCWD 2015: 582-587 - 2014
- [c44]Omar Kayal, Jagath Samarabandu:
Use of Kinect in a Multicamera setup for action recognition applications. CCECE 2014: 1-6 - [c43]Mohamad Kalil, Jagath Samarabandu, Abdallah Shami, Arafat Al-Dweik:
Performance evaluation of genetic algorithms for resource scheduling in TLE uplink. IWCMC 2014: 948-952 - [c42]Kai Liu, Xianbin Wang, Jagath Samarabandu, Auon Muhammad Akhtar:
Monostatic Airborne SAR Using License Exempt WiMAX Transceivers. VTC Fall 2014: 1-6 - 2013
- [j8]Akila Subasinghe Arachchige, Jagath Samarabandu, Joan Knoll, Peter K. Rogan:
Intensity Integrated Laplacian-Based Thickness Measurement for Detecting Human Metaphase Chromosome Centromere Location. IEEE Trans. Biomed. Eng. 60(7): 2005-2013 (2013) - 2012
- [j7]Eranga Ukwatta, Jagath Samarabandu, Mike Hall:
Machine vision system for automated spectroscopy. Mach. Vis. Appl. 23(1): 111-121 (2012) - [c41]Akila Subasinghe Arachchige, Jagath Samarabandu, Peter K. Rogan, Joan Knoll:
Intensity integrated Laplacian algorithm for human metaphase chromosome centromere detection. CCECE 2012: 1-4 - [c40]Afshan Samani, Hamada H. Ghenniwa, Jagath Samarabandu:
Risk-based modelling for managing privacy protection. CCECE 2012: 1-5 - [c39]Tharindu De Silva, Aaron Fenster, Jeffrey S. Bax, Lori Gardi, Cesare Romagnoli, Jagath Samarabandu, Aaron D. Ward:
2D-3D rigid registration to compensate for prostate motion during 3D TRUS-guided biopsy. Image-Guided Procedures 2012: 83160O - [c38]Rajeev Ranjan, Akila Subasinghe Arachchige, Jagath Samarabandu, Peter K. Rogan, Joan Knoll:
Automatic Detection of Pale Path and Overlaps in Chromosome Images using Adaptive Search Technique and Re-thresholding. VISAPP (1) 2012: 462-466 - 2011
- [c37]Edwin Christopher, Muhammad Ajmal Khan, Xianbin Wang, Jagath Samarabandu:
Adaptive modulation for OFDM system with varying speed receiver. CCECE 2011: 892-895 - [c36]Edwin Christopher, Gejie Liu, Xianbin Wang, Jagath Samarabandu:
Low-complexity OFDM channel predictor design with varying speed receivers in time-varying wireless channels. CCECE 2011: 1032-1035 - [c35]Eranga Ukwatta, Joseph Awad, Aaron D. Ward, Jagath Samarabandu, A. Krasinski, Grace Parraga, Aaron Fenster:
Segmentation of the lumen and media-adventitia boundaries of the common carotid artery from 3D ultrasound images. Computer-Aided Diagnosis 2011: 79630G - 2010
- [j6]Xiaoqing Liu, Olga Veksler, Jagath Samarabandu:
Order-Preserving Moves for Graph-Cut-Based Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 32(7): 1182-1196 (2010) - [c34]Mehrnaz Zouqi, Jagath Samarabandu, Yanbo Zhou:
Automatic Position Registration of Street-level Fisheye Images into Aerial Image Using Line Structures and Mutual Information. CRV 2010: 115-121 - [c33]Subasinghe A. Akila Akila, Jagath Samarabandu, Joan Knoll, Wahab Khan, Peter K. Rogan:
An Accurate Image Processing Algorithm for Detecting FISH Probe Locations Relative to Chromosome Landmarks on DAPI Stained Metaphase Chromosome Images. CRV 2010: 223-230 - [c32]Mehrnaz Zouqi, Jagath Samarabandu, Yanbo Zhou:
Multi-modal image registration using line features and mutual information. ICIP 2010: 129-132 - [c31]Akila Subasinghe Arachchige, Jagath Samarabandu, Joan Knoll, Wahab Khan, Peter K. Rogan:
An image processing algorithm for accurate extraction of the centerline from human metaphase chromosomes. ICIP 2010: 3613-3616 - [c30]Tharindu De Silva, Aaron Fenster, Jagath Samarabandu, Aaron D. Ward:
Quantification of Prostate Deformation due to Needle Insertion during TRUS-guided Biopsy. MICCAI (3) 2010: 213-220
2000 – 2009
- 2009
- [j5]Ranga Rodrigo, Mehrnaz Zouqi, Zhenhe Chen, Jagath Samarabandu:
Robust and Efficient Feature Tracking for Indoor Navigation. IEEE Trans. Syst. Man Cybern. Part B 39(3): 658-671 (2009) - [c29]Mehrnaz Zouqi, Jagath Samarabandu:
2D ultrasound image segmentation using graph cuts and local image features. CIIP 2009: 33-40 - [c28]Eranga Ukwatta, Jagath Samarabandu:
Vision Based Metal Spectral Analysis Using Multi-label Classification. CRV 2009: 132-139 - 2008
- [j4]Faheem Ahmed, Luiz Fernando Capretz, Jagath Samarabandu:
Fuzzy inference system for software product family process evaluation. Inf. Sci. 178(13): 2780-2793 (2008) - [j3]Nuwan D. Nanayakkara, Bernard Chiu, Afshan Samani, John David Spence, Jagath Samarabandu, Aaron Fenster:
A "Twisting and Bending" Model-Based Nonrigid Image Registration Technique for 3-D Ultrasound Carotid Images. IEEE Trans. Medical Imaging 27(10): 1378-1388 (2008) - [c27]Mehrnaz Zouqi, Jagath Samarabandu:
Prostate Segmentation from 2-D Ultrasound Images Using Graph Cuts and Domain Knowledge. CRV 2008: 359-362 - [c26]Eranga Ukwatta, Ranga Rodrigo, Jagath Samarabandu, Mike Hall:
Vision Based Spectroscopy Simulation. CRV 2008: 363-368 - [c25]Xiaoqing Liu, Olga Veksler, Jagath Samarabandu:
Graph cut with ordering constraints on labels and its applications. CVPR 2008 - [c24]Xiaoqing Liu, Jagath Samarabandu, Gregory J. Garvin, Rethy Chhem, Shuo Li:
A learning-based automatic spinal MRI segmentation. Image Processing 2008: 69143L - [c23]Nuwan D. Nanayakkara, Bernard Chiu, Abbas Samani, John David Spence, Grace Parraga, Jagath Samarabandu, Aaron Fenster:
Nonrigid registration of carotid ultrasound and MR images using a "twisting and bending" model. Image Processing 2008: 691411 - 2007
- [j2]Zhenhe Chen, Jagath Samarabandu, Ranga Rodrigo:
Recent advances in simultaneous localization and map-building using computer vision. Adv. Robotics 21(3): 233-265 (2007) - [c22]Xiaoqing Liu, Jagath Samarabandu, Shuo Li, Ian G. Ross, Gregory J. Garvin:
A learning-based automatic clinical organ segmentation in medical images. Image Processing 2007: 65120Y - [c21]Duane J. Jacques, Ranga Rodrigo, Kenneth A. McIsaac, Jagath Samarabandu:
An application framework for measuring the performance of a visual servo control of a reaching task for the visually impaired. SMC 2007: 894-901 - 2006
- [c20]Zhenhe Chen, Jagath Samarabandu:
A Visual SLAM Solution Based on High Level Geometry Knowledge and Kalman Filtering. CCECE 2006: 1283-1286 - [c19]Wenxia Shi, Jagath Samarabandu:
Corridor Line Detection for Vision Based Indoor Robot Navigation. CCECE 2006: 1988-1991 - [c18]Ranga Rodrigo, Wenxia Shi, Jagath Samarabandu:
Energy Based Line Detection. CCECE 2006: 2061-2064 - [c17]Nuwan D. Nanayakkara, Bernard Chiu, Abbas Samani, John David Spence, Jagath Samarabandu, Aaron Fenster:
A Non-Rigid Image Registration Technique for 3D Ultrasound Carotid Images using a "Twisting and Bending" Model. EMBC 2006: 2738-2741 - [c16]Xiaoqing Liu, Jagath Samarabandu:
Multiscale Edge-Based Text Extraction from Complex Images. ICME 2006: 1721-1724 - [c15]Xiaoqing Liu, Jagath Samarabandu:
A simple and fast text localization algorithm for indoor mobile robot navigation. Image Processing: Algorithms and Systems 2006: 139-150 - [c14]Jagath Samarabandu, Ranga Rodrigo:
Line cue augmented perspective structure from motion. Image Processing: Algorithms and Systems 2006: 297-307 - 2005
- [c13]Duane J. Jacques, Ranga Rodrigo, Kenneth A. McIsaac, Jagath Samarabandu:
An Object Tracking and Visual Servoing System for the Visually Impaired. ICRA 2005: 3510-3515 - 2004
- [c12]Kamal P. Ranaweera, Jagath Samarabandu:
A knowledge-capturing approach for a cooperative intelligent image analysis system. Image Processing: Algorithms and Systems 2004: 126-135 - [c11]Ranga Rodrigo, Kamal P. Ranaweera, Jagath Samarabandu:
A focus of attention mechanism for gaze control within a framework for intelligent image analysis tools. Image Processing: Algorithms and Systems 2004: 142-146 - [c10]Zhang John Chen, Jagath Samarabandu:
Augmenting range data obtained from stereoscopy with model-based image segmentation using planar patches. Image Processing: Algorithms and Systems 2004: 528-535 - [c9]Manpreet Sagoo, Miriam A. M. Capretz, Jagath Samarabandu:
PAWA: A Program Analysis Tool for Web Based Intranet Applications. WSE 2004: 63-70 - 2003
- [c8]Nuwan D. Nanayakkara, Jagath Samarabandu:
Using Domain Knowledge and Adaptive Region Based Operators for Improving the Robustness of Image Segmentation with Active Contour Models. CISST 2003: 292-300 - [c7]Kamal P. Ranaweera, Jagath Samarabandu:
Processing Plan Selection Algorithms for a Cooperative Intelligent Image Analysis System. CISST 2003: 576-582 - [c6]Zhang John Chen, Jagath Samarabandu:
Planar region depth filling using edge detection with embedded confidence technique and Hough transform. ICME 2003: 89-92 - [c5]Nuwan D. Nanayakkara, Jagath Samarabandu:
Unsupervised model based image segmentation using domain knowledge based fuzzy logic and edge enhancement. ICME 2003: 577-580 - [c4]Kamal P. Ranaweera, Jagath Samarabandu:
A flexible framework for developing a cooperative intelligent image analysis system. Image Processing: Algorithms and Systems 2003: 236-247 - [c3]Nuwan D. Nanayakkara, Jagath Samarabandu:
Automatic prostate boundary detection in ultrasound images using multiresolution deformable models and fuzzy logic. Image Processing: Algorithms and Systems 2003: 290-296
1990 – 1999
- 1994
- [c2]Jagath Samarabandu, Raj Acharya:
Multi-resolution Texture Analysis of Self-Similar Textures Using Hierarchical Gaussian Markov Random Field Models. ICIP (3) 1994: 417-420 - 1993
- [j1]Jagath Samarabandu, Raj Acharya, Ernest Hausmann, Kristin M. Allen:
Analysis of bone X-rays using morphological fractals. IEEE Trans. Medical Imaging 12(3): 466-470 (1993) - 1992
- [c1]Jagath Samarabandu, Raj Acharya, Ernest Hausmann, Kristin M. Allen:
Analysis of bone X-rays using morphological fractals. ICASSP 1992: 133-136
Coauthor Index
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