Jagath Samarabandu

Publication Activity (10 Years)

Years Active: 1992-2022
Publications (10 Years): 19

Top Topics

Learning Algorithm

Indoor Localization

Machine Learning

Automatically Generate

Top Venues

Comput. Methods Programs Biomed.

Publications

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 (2022)
Sunanda Gamage, Benjamin Klopper, Jagath Samarabandu
Experiences with Contrastive Predictive Coding in Industrial Time-Series Classification. SIGKDD Explor. 24 (2) (2022)
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)
Spencer Vecile, Kyle Lacroix, Katarina Grolinger, Jagath Samarabandu
Malicious and Benign URL Dataset Generation Using Character-Level LSTM Models. DSC (2022)
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 (2021)
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) (2020)
Sunanda Gamage, Jagath Samarabandu
Deep learning methods in network intrusion detection: A survey and an objective comparison. J. Netw. Comput. Appl. 169 (2020)
Nadun Rajasinghe, Jagath Samarabandu, Xianbin Wang
INSECS-DCS: A Highly Customizable Network Intrusion Dataset Creation Framework. CCECE (2018)
Gobinath Loganathan, Jagath Samarabandu, Xianbin Wang
Real-Time Intrusion Detection in Network Traffic Using Adaptive and Auto-Scaling Stream Processor. GLOBECOM (2018)
Gobinath Loganathan, Jagath Samarabandu, Xianbin Wang
Sequence to Sequence Pattern Learning Algorithm for Real-Time Anomaly Detection in Network Traffic. CCECE (2018)
Wafaa Anani, Jagath Samarabandu
Comparison of Recurrent Neural Network Algorithms for Intrusion Detection Based on Predicting Packet Sequences. CCECE (2018)
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) (2017)
Udaya Sampath K. Perera Miriya Thanthrige, Jagath Samarabandu, Xianbin Wang
Machine learning techniques for intrusion detection on public dataset. CCECE (2016)
Udaya Sampath K. Perera Miriya Thanthrige, Jagath Samarabandu, Xianbin Wang
Intrusion Alert Prediction Using a Hidden Markov Model. CoRR (2016)
Jagath Samarabandu, Kamal P. Ranaweera
Analyzing surveillance videos using automatically generated processing sequences with knowledge-augmented genetic algorithms. CCECE (2016)
Hettiarachchige Don Rasika Lakmal, Jagath Samarabandu
Novel velocity model to improve indoor localization using inertial navigation with sensors on a smartphone. CCECE (2016)
Hettiarachchige Don Rasika Lakmal, Jagath Samarabandu
Spatial direction corrections to improve indoor localization using inertial navigation with sensors on a smartphone. CCECE (2016)
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 (2016)
Rasika Lakmal Hettiarachchige Don, Jagath Samarabandu
Novel velocity model to improve indoor localization using inertial navigation with sensors on a smartphone. CoRR (2016)
Xizhe Yin, Weiming Shen, Jagath Samarabandu, Xianbin Wang
Human activity detection based on multiple smart phone sensors and machine learning algorithms. CSCWD (2015)
Kai Liu, Xianbin Wang, Jagath Samarabandu, Auon Muhammad Akhtar
Monostatic Airborne SAR Using License Exempt WiMAX Transceivers. VTC Fall (2014)
Omar Kayal, Jagath Samarabandu
Use of Kinect in a Multicamera setup for action recognition applications. CCECE (2014)
Mohamad Kalil, Jagath Samarabandu, Abdallah Shami, Arafat Al-Dweik
Performance evaluation of genetic algorithms for resource scheduling in TLE uplink. IWCMC (2014)
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) (2013)
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)
Akila Subasinghe Arachchige, Jagath Samarabandu, Peter K. Rogan, Joan Knoll
Intensity integrated Laplacian algorithm for human metaphase chromosome centromere detection. CCECE (2012)
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. Medical Imaging: Image-Guided Procedures (2012)
Afshan Samani, Hamada H. Ghenniwa, Jagath Samarabandu
Risk-based modelling for managing privacy protection. CCECE (2012)
Eranga Ukwatta, Jagath Samarabandu, Mike Hall
Machine vision system for automated spectroscopy. Mach. Vis. Appl. 23 (1) (2012)
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)
Edwin Christopher, Muhammad Ajmal Khan, Xianbin Wang, Jagath Samarabandu
Adaptive modulation for OFDM system with varying speed receiver. CCECE (2011)
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. Medical Imaging: Computer-Aided Diagnosis (2011)
Mehrnaz Zouqi, Jagath Samarabandu, Yanbo Zhou
Multi-modal image registration using line features and mutual information. ICIP (2010)
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)
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)
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)
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)
Xiaoqing Liu, Olga Veksler, Jagath Samarabandu
Order-Preserving Moves for Graph-Cut-Based Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 32 (7) (2010)
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) (2009)
Eranga Ukwatta, Jagath Samarabandu
Vision Based Metal Spectral Analysis Using Multi-label Classification. CRV (2009)
Mehrnaz Zouqi, Jagath Samarabandu
2D ultrasound image segmentation using graph cuts and local image features. CIIP (2009)
Eranga Ukwatta, Ranga Rodrigo, Jagath Samarabandu, Mike Hall
Vision Based Spectroscopy Simulation. CRV (2008)
Mehrnaz Zouqi, Jagath Samarabandu
Prostate Segmentation from 2-D Ultrasound Images Using Graph Cuts and Domain Knowledge. CRV (2008)
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) (2008)
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. Medical Imaging: Image Processing (2008)
Xiaoqing Liu, Olga Veksler, Jagath Samarabandu
Graph cut with ordering constraints on labels and its applications. CVPR (2008)
Faheem Ahmed, Luiz Fernando Capretz, Jagath Samarabandu
Fuzzy inference system for software product family process evaluation. Inf. Sci. 178 (13) (2008)
Xiaoqing Liu, Jagath Samarabandu, Gregory J. Garvin, Rethy Chhem, Shuo Li
A learning-based automatic spinal MRI segmentation. Medical Imaging: Image Processing (2008)
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)
Xiaoqing Liu, Jagath Samarabandu, Shuo Li, Ian G. Ross, Gregory J. Garvin
A learning-based automatic clinical organ segmentation in medical images. Medical Imaging: Image Processing (2007)
Zhenhe Chen, Jagath Samarabandu, Ranga Rodrigo
Recent advances in simultaneous localization and map-building using computer vision. Adv. Robotics 21 (3) (2007)
Xiaoqing Liu, Jagath Samarabandu
Multiscale Edge-Based Text Extraction from Complex Images. ICME (2006)
Ranga Rodrigo, Wenxia Shi, Jagath Samarabandu
Energy Based Line Detection. CCECE (2006)
Zhenhe Chen, Jagath Samarabandu
A Visual SLAM Solution Based on High Level Geometry Knowledge and Kalman Filtering. CCECE (2006)
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)
Jagath Samarabandu, Ranga Rodrigo
Line cue augmented perspective structure from motion. Image Processing: Algorithms and Systems (2006)
Wenxia Shi, Jagath Samarabandu
Corridor Line Detection for Vision Based Indoor Robot Navigation. CCECE (2006)
Xiaoqing Liu, Jagath Samarabandu
A simple and fast text localization algorithm for indoor mobile robot navigation. Image Processing: Algorithms and Systems (2006)
Duane J. Jacques, Ranga Rodrigo, Kenneth A. McIsaac, Jagath Samarabandu
An Object Tracking and Visual Servoing System for the Visually Impaired. ICRA (2005)
Kamal P. Ranaweera, Jagath Samarabandu
A knowledge-capturing approach for a cooperative intelligent image analysis system. Image Processing: Algorithms and Systems (2004)
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)
Manpreet Sagoo, Miriam A. M. Capretz, Jagath Samarabandu
PAWA: A Program Analysis Tool for Web Based Intranet Applications. WSE (2004)
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)
Zhang John Chen, Jagath Samarabandu
Planar region depth filling using edge detection with embedded confidence technique and Hough transform. ICME (2003)
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)
Kamal P. Ranaweera, Jagath Samarabandu
A flexible framework for developing a cooperative intelligent image analysis system. Image Processing: Algorithms and Systems (2003)
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)
Kamal P. Ranaweera, Jagath Samarabandu
Processing Plan Selection Algorithms for a Cooperative Intelligent Image Analysis System. CISST (2003)
Nuwan D. Nanayakkara, Jagath Samarabandu
Unsupervised model based image segmentation using domain knowledge based fuzzy logic and edge enhancement. ICME (2003)
Jagath Samarabandu, Raj Acharya
Multi-resolution Texture Analysis of Self-Similar Textures Using Hierarchical Gaussian Markov Random Field Models. ICIP (3) (1994)
Jagath Samarabandu, Raj Acharya, Ernest Hausmann, Kristin M. Allen
Analysis of bone X-rays using morphological fractals. IEEE Trans. Medical Imaging 12 (3) (1993)
Jagath Samarabandu, Raj Acharya, Ernest Hausmann, Kristin M. Allen
Analysis of bone X-rays using morphological fractals. ICASSP (1992)