Jagath Samarabandu

76 papers A* 2A 3B 8C 3Misc 1Journal 22Unranked 37

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A comprehensive analysis of real-time video anomaly detection methods for human and vehicular movement. Multim. Tools Appl. Iroshan Pathirannahalage, Vidura Jayasooriya, Jagath Samarabandu, Akila Subasinghe
2025	J	`jnl`	Expert evaluation system for pothole defect detection. Expert Syst. Appl. Premjeet Singh, Rashinda Wijethunga, Ayan Sadhu, Jagath Samarabandu
2025	J	`jnl`	Novel Actionable Counterfactual Explanations for Intrusion Detection Using Diffusion Models. J. Cybersecur. Priv. Vinura Galwaduge, Jagath Samarabandu
2025	J	`jnl`	Tabular Diffusion based Actionable Counterfactual Explanations for Network Intrusion Detection. CoRR Vinura Galwaduge, Jagath Samarabandu
2022	J	`jnl`	Experiences with Contrastive Predictive Coding in Industrial Time-Series Classification. SIGKDD Explor. Sunanda Gamage, Benjamin Klöpper, Jagath Samarabandu
2022	J	`jnl`	Machine learning approaches used to analyze auditory evoked responses from the human auditory brainstem: A systematic review. Comput. Methods Programs Biomed. Hasitha Wimalarathna, Sangamanatha Ankmnal Veeranna, Chris Allan, Sumit K. Agrawal, Jagath Samarabandu, Hanif M. Ladak, Prudence Allen
2022	—	`conf`	Malicious and Benign URL Dataset Generation Using Character-Level LSTM Models. DSC Spencer Vecile, Kyle Lacroix, Katarina Grolinger, Jagath Samarabandu
2022	J	`jnl`	Multiclass Damage Identification in a Full-Scale Bridge Using Optimally Tuned One-Dimensional Convolutional Neural Network. J. Comput. Civ. Eng. Sandeep Sony, Sunanda Gamage, Ayan Sadhu, Jagath Samarabandu
2021	J	`jnl`	Comparison of machine learning models to classify Auditory Brainstem Responses recorded from children with Auditory Processing Disorder. Comput. Methods Programs Biomed. Hasitha Wimalarathna, Sangamanatha Ankmnal Veeranna, Chris Allan, Sumit K. Agrawal, Prudence Allen, Jagath Samarabandu, Hanif M. Ladak
2020	J	`jnl`	A Novel Distributed and Stealthy Attack on Active Distribution Networks and a Mitigation Strategy. IEEE Trans. Ind. Informatics Pirathayini Srikantha, Jingyuan Liu, Jagath Samarabandu
2020	J	`jnl`	Deep learning methods in network intrusion detection: A survey and an objective comparison. J. Netw. Comput. Appl. Sunanda Gamage, Jagath Samarabandu
2018	—	`conf`	Comparison of Recurrent Neural Network Algorithms for Intrusion Detection Based on Predicting Packet Sequences. CCECE Wafaa Anani, Jagath Samarabandu
2018	—	`conf`	INSECS-DCS: A Highly Customizable Network Intrusion Dataset Creation Framework. CCECE Nadun Rajasinghe, Jagath Samarabandu, Xianbin Wang
2018	B	`conf`	Real-Time Intrusion Detection in Network Traffic Using Adaptive and Auto-Scaling Stream Processor. GLOBECOM Gobinath Loganathan, Jagath Samarabandu, Xianbin Wang
2018	—	`conf`	Sequence to Sequence Pattern Learning Algorithm for Real-Time Anomaly Detection in Network Traffic. CCECE Gobinath Loganathan, Jagath Samarabandu, Xianbin Wang
2017	J	`jnl`	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 Tharindu De Silva, Derek W. Cool, Jing Yuan, Cesare Romagnoli, Jagath Samarabandu, Aaron Fenster, Aaron D. Ward
2016	—	`conf`	Analyzing surveillance videos using automatically generated processing sequences with knowledge-augmented genetic algorithms. CCECE Jagath Samarabandu, Kamal P. Ranaweera
2016	J	`jnl`	Centromere detection of human metaphase chromosome images using a candidate based method. F1000Research Akila Subasinghe Arachchige, Jagath Samarabandu, Yanxin Li, Ruth Wilkins, Farrah Flegal, Joan Knoll, Peter K. Rogan
2016	J	`jnl`	Intrusion Alert Prediction Using a Hidden Markov Model. CoRR Udaya Sampath K. Perera Miriya Thanthrige, Jagath Samarabandu, Xianbin Wang
2016	—	`conf`	Machine learning techniques for intrusion detection on public dataset. CCECE Udaya Sampath K. Perera Miriya Thanthrige, Jagath Samarabandu, Xianbin Wang
2016	—	`conf`	Novel velocity model to improve indoor localization using inertial navigation with sensors on a smartphone. CCECE Hettiarachchige Don Rasika Lakmal, Jagath Samarabandu
2016	J	`jnl`	Novel velocity model to improve indoor localization using inertial navigation with sensors on a smartphone. CoRR Rasika Lakmal Hettiarachchige Don, Jagath Samarabandu
2016	—	`conf`	Spatial direction corrections to improve indoor localization using inertial navigation with sensors on a smartphone. CCECE Hettiarachchige Don Rasika Lakmal, Jagath Samarabandu
2015	C	`conf`	Human activity detection based on multiple smart phone sensors and machine learning algorithms. CSCWD Xizhe Yin, Weiming Shen, Jagath Samarabandu, Xianbin Wang
2014	—	`conf`	Monostatic Airborne SAR Using License Exempt WiMAX Transceivers. VTC Fall Kai Liu, Xianbin Wang, Jagath Samarabandu, Auon Muhammad Akhtar
2014	B	`conf`	Performance evaluation of genetic algorithms for resource scheduling in TLE uplink. IWCMC Mohamad Kalil, Jagath Samarabandu, Abdallah Shami, Arafat Al-Dweik
2014	—	`conf`	Use of Kinect in a Multicamera setup for action recognition applications. CCECE Omar Kayal, Jagath Samarabandu
2013	J	`jnl`	Intensity Integrated Laplacian-Based Thickness Measurement for Detecting Human Metaphase Chromosome Centromere Location. IEEE Trans. Biomed. Eng. Akila Subasinghe Arachchige, Jagath Samarabandu, Joan Knoll, Peter K. Rogan
2012	—	`conf`	2D-3D rigid registration to compensate for prostate motion during 3D TRUS-guided biopsy. Image-Guided Procedures Tharindu De Silva, Aaron Fenster, Jeffrey S. Bax, Lori Gardi, Cesare Romagnoli, Jagath Samarabandu, Aaron D. Ward
2012	—	`conf`	Automatic Detection of Pale Path and Overlaps in Chromosome Images using Adaptive Search Technique and Re-thresholding. VISAPP (1) Rajeev Ranjan, Akila Subasinghe Arachchige, Jagath Samarabandu, Peter K. Rogan, Joan Knoll
2012	—	`conf`	Intensity integrated Laplacian algorithm for human metaphase chromosome centromere detection. CCECE Akila Subasinghe Arachchige, Jagath Samarabandu, Peter K. Rogan, Joan Knoll
2012	J	`jnl`	Machine vision system for automated spectroscopy. Mach. Vis. Appl. Eranga Ukwatta, Jagath Samarabandu, Mike Hall
2012	—	`conf`	Risk-based modelling for managing privacy protection. CCECE Afshan Samani, Hamada H. Ghenniwa, Jagath Samarabandu
2011	—	`conf`	Adaptive modulation for OFDM system with varying speed receiver. CCECE Edwin Christopher, Muhammad Ajmal Khan, Xianbin Wang, Jagath Samarabandu
2011	—	`conf`	Low-complexity OFDM channel predictor design with varying speed receivers in time-varying wireless channels. CCECE Edwin Christopher, Gejie Liu, Xianbin Wang, Jagath Samarabandu
2011	—	`conf`	Segmentation of the lumen and media-adventitia boundaries of the common carotid artery from 3D ultrasound images. Computer-Aided Diagnosis Eranga Ukwatta, Joseph Awad, Aaron D. Ward, Jagath Samarabandu, A. Krasinski, Grace Parraga, Aaron Fenster
2010	—	`conf`	An Accurate Image Processing Algorithm for Detecting FISH Probe Locations Relative to Chromosome Landmarks on DAPI Stained Metaphase Chromosome Images. CRV Subasinghe A. Akila Akila, Jagath Samarabandu, Joan Knoll, Wahab Khan, Peter K. Rogan
2010	B	`conf`	An image processing algorithm for accurate extraction of the centerline from human metaphase chromosomes. ICIP Akila Subasinghe Arachchige, Jagath Samarabandu, Joan Knoll, Wahab Khan, Peter K. Rogan
2010	—	`conf`	Automatic Position Registration of Street-level Fisheye Images into Aerial Image Using Line Structures and Mutual Information. CRV Mehrnaz Zouqi, Jagath Samarabandu, Yanbo Zhou
2010	B	`conf`	Multi-modal image registration using line features and mutual information. ICIP Mehrnaz Zouqi, Jagath Samarabandu, Yanbo Zhou
2010	J	`jnl`	Order-Preserving Moves for Graph-Cut-Based Optimization. IEEE Trans. Pattern Anal. Mach. Intell. Xiaoqing Liu, Olga Veksler, Jagath Samarabandu
2010	—	`conf`	Quantification of Prostate Deformation due to Needle Insertion during TRUS-guided Biopsy. MICCAI (3) Tharindu De Silva, Aaron Fenster, Jagath Samarabandu, Aaron D. Ward
2009	—	`conf`	2D ultrasound image segmentation using graph cuts and local image features. CIIP Mehrnaz Zouqi, Jagath Samarabandu
2009	J	`jnl`	Robust and Efficient Feature Tracking for Indoor Navigation. IEEE Trans. Syst. Man Cybern. Part B Ranga Rodrigo, Mehrnaz Zouqi, Zhenhe Chen, Jagath Samarabandu
2009	—	`conf`	Vision Based Metal Spectral Analysis Using Multi-label Classification. CRV Eranga Ukwatta, Jagath Samarabandu
2008	J	`jnl`	A "Twisting and Bending" Model-Based Nonrigid Image Registration Technique for 3-D Ultrasound Carotid Images. IEEE Trans. Medical Imaging Nuwan D. Nanayakkara, Bernard Chiu, Afshan Samani, John David Spence, Jagath Samarabandu, Aaron Fenster
2008	B	`conf`	A learning-based automatic spinal MRI segmentation. Image Processing Xiaoqing Liu, Jagath Samarabandu, Gregory J. Garvin, Rethy Chhem, Shuo Li
2008	J	`jnl`	Fuzzy inference system for software product family process evaluation. Inf. Sci. Faheem Ahmed, Luiz Fernando Capretz, Jagath Samarabandu
2008	A*	`conf`	Graph cut with ordering constraints on labels and its applications. CVPR Xiaoqing Liu, Olga Veksler, Jagath Samarabandu
2008	B	`conf`	Nonrigid registration of carotid ultrasound and MR images using a "twisting and bending" model. Image Processing Nuwan D. Nanayakkara, Bernard Chiu, Abbas Samani, John David Spence, Grace Parraga, Jagath Samarabandu, Aaron Fenster
2008	—	`conf`	Prostate Segmentation from 2-D Ultrasound Images Using Graph Cuts and Domain Knowledge. CRV Mehrnaz Zouqi, Jagath Samarabandu
2008	—	`conf`	Vision Based Spectroscopy Simulation. CRV Eranga Ukwatta, Ranga Rodrigo, Jagath Samarabandu, Mike Hall
2007	B	`conf`	A learning-based automatic clinical organ segmentation in medical images. Image Processing Xiaoqing Liu, Jagath Samarabandu, Shuo Li, Ian G. Ross, Gregory J. Garvin
2007	B	`conf`	An application framework for measuring the performance of a visual servo control of a reaching task for the visually impaired. SMC Duane J. Jacques, Ranga Rodrigo, Kenneth A. McIsaac, Jagath Samarabandu
2007	J	`jnl`	Recent advances in simultaneous localization and map-building using computer vision. Adv. Robotics Zhenhe Chen, Jagath Samarabandu, Ranga Rodrigo
2006	—	`conf`	A Non-Rigid Image Registration Technique for 3D Ultrasound Carotid Images using a "Twisting and Bending" Model. EMBC Nuwan D. Nanayakkara, Bernard Chiu, Abbas Samani, John David Spence, Jagath Samarabandu, Aaron Fenster
2006	—	`conf`	A Visual SLAM Solution Based on High Level Geometry Knowledge and Kalman Filtering. CCECE Zhenhe Chen, Jagath Samarabandu
2006	C	`conf`	A simple and fast text localization algorithm for indoor mobile robot navigation. Image Processing: Algorithms and Systems Xiaoqing Liu, Jagath Samarabandu
2006	—	`conf`	Corridor Line Detection for Vision Based Indoor Robot Navigation. CCECE Wenxia Shi, Jagath Samarabandu
2006	—	`conf`	Energy Based Line Detection. CCECE Ranga Rodrigo, Wenxia Shi, Jagath Samarabandu
2006	C	`conf`	Line cue augmented perspective structure from motion. Image Processing: Algorithms and Systems Jagath Samarabandu, Ranga Rodrigo
2006	A	`conf`	Multiscale Edge-Based Text Extraction from Complex Images. ICME Xiaoqing Liu, Jagath Samarabandu
2005	A*	`conf`	An Object Tracking and Visual Servoing System for the Visually Impaired. ICRA Duane J. Jacques, Ranga Rodrigo, Kenneth A. McIsaac, Jagath Samarabandu
2004	—	`conf`	A focus of attention mechanism for gaze control within a framework for intelligent image analysis tools. Image Processing: Algorithms and Systems Ranga Rodrigo, Kamal P. Ranaweera, Jagath Samarabandu
2004	—	`conf`	A knowledge-capturing approach for a cooperative intelligent image analysis system. Image Processing: Algorithms and Systems Kamal P. Ranaweera, Jagath Samarabandu
2004	—	`conf`	Augmenting range data obtained from stereoscopy with model-based image segmentation using planar patches. Image Processing: Algorithms and Systems Zhang John Chen, Jagath Samarabandu
2004	—	`conf`	PAWA: A Program Analysis Tool for Web Based Intranet Applications. WSE Manpreet Sagoo, Miriam A. M. Capretz, Jagath Samarabandu
2003	—	`conf`	A flexible framework for developing a cooperative intelligent image analysis system. Image Processing: Algorithms and Systems Kamal P. Ranaweera, Jagath Samarabandu
2003	—	`conf`	Automatic prostate boundary detection in ultrasound images using multiresolution deformable models and fuzzy logic. Image Processing: Algorithms and Systems Nuwan D. Nanayakkara, Jagath Samarabandu
2003	A	`conf`	Planar region depth filling using edge detection with embedded confidence technique and Hough transform. ICME Zhang John Chen, Jagath Samarabandu
2003	—	`conf`	Processing Plan Selection Algorithms for a Cooperative Intelligent Image Analysis System. CISST Kamal P. Ranaweera, Jagath Samarabandu
2003	A	`conf`	Unsupervised model based image segmentation using domain knowledge based fuzzy logic and edge enhancement. ICME Nuwan D. Nanayakkara, Jagath Samarabandu
2003	—	`conf`	Using Domain Knowledge and Adaptive Region Based Operators for Improving the Robustness of Image Segmentation with Active Contour Models. CISST Nuwan D. Nanayakkara, Jagath Samarabandu
1994	—	`conf`	Multi-resolution Texture Analysis of Self-Similar Textures Using Hierarchical Gaussian Markov Random Field Models. ICIP (3) Jagath Samarabandu, Raj Acharya
1993	J	`jnl`	Analysis of bone X-rays using morphological fractals. IEEE Trans. Medical Imaging Jagath Samarabandu, Raj Acharya, Ernest Hausmann, Kristin M. Allen
1992	Misc	`conf`	Analysis of bone X-rays using morphological fractals. ICASSP Jagath Samarabandu, Raj Acharya, Ernest Hausmann, Kristin M. Allen