Meet the brilliant minds driving research at Vision Intelligence and Data Lab.
Associate Professor
Department: Software Engineering, Lakehead University
takilan@lakeheadu.ca
ATAC5014
Office Hours: By appointment
Academic Profile
Google Scholar
MSc. in Electrical and Computer Engineering
Topic: A Deep Learning-driven Efficient Semantic Segmentation for Precision Agriculture.
MSc. in Electrical and Computer Engineering
Topic: Lidar Point Cloud Analysis from Classification to Object Detection.
MSc. in Electrical and Computer Engineering
Topic: Enhanced Object Detection in Thermal Imaging with Local Feature Fusion.
MSc. in Electrical and Computer Engineering
Topic: Kidney Tumor Segmentation from CT Scans.
MSc. in Electrical and Computer Engineering
Topic: Automated Music Transcription.
MSc in Computer Science with specialization in AI
Topic: Zero-shot Lidar Point Cloud Semantic Segmentation.
MSc in Computer Science with specialization in AI
Topic: Context-aware Semantic Segmentation.
MSc. in Electrical and Computer Engineering
Topic: 3D Gait Recognition with Point Clouds.
MSc in Computer Science with specialization in AI
Topic: Semi-supervised Semantic Segmentation.
MSc in Computer Science with specialization in AI
Topic: Video Semantic Segmentation and Matting.
PhD in Biotechnology
Topic: Medical Image Semantic Segmentation for Early Diagnosis.
PhD in Electrical and Computer Engineering
Topic: Improving Iris Segmentation using GenAI Sample Generation
Exchange student under Canada-ASEAN Scholarships and Educational Exchanges for Development (SEED)
Dept. of ECE, Lakehead University
Project: Intent Prediction for Vehicle Platooning
Research Area: AI-driven MRI/fMRI preprocessing pipelines, including denoising, skull stripping, motion correction, registration, and segmentation.
Topic: Fall Detection and Eldercare
Spin-off:
Silver Vantage Inc
Topic: Predictive Analysis for EV Charging and Energy Storage Management (ESMS), (BMS).
Topic: Precision Agriculture.
Spin-off:
green-shade.ca
Topic: Rehabilitation robotics, wheeled mobile robots, IoT hardware designs, ML/DL for robotics.
Homepage: www.arunyasenadeera.org
2nd Year Student at the Department of Software Engineering, Lakehead University
Topic: LIDAR 3D Point Cloud Analysis.
MITACS Global Research Internship 2024
Research: Thermal Image-based Fall Detection.
Dept. of Software Engineering, Lakehead University
Project: Bloom: An Open-Source Video Sharing Plugin for Jellyfin
Dept. of Software Engineering, Lakehead University
Project: An AI-assisted System for Operational Efficiency
Dept. of Software Engineering, Lakehead University
Project: Airline Reservation System
Dept. of Software Engineering, Lakehead University
Project: Vision-Based Occupancy Tracker for Public Safety
Dept. of Software Engineering, Lakehead University
Project: Higher Education Enterprise Resource Planning (ERP) System
MSc. in Electrical and Computer Engineering
Topic: Thermal Imaging and Deep Learning-inspired Fall Detection Model—An Efficient Non-invasive Solution for Enhancing Elder Care.
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MSc. in Electrical and Computer Engineering
Topic: Advancing Object Detection Models: An Investigation Focused on Small Object Detection in Complex Scenes.
MSc. in Electrical and Computer Engineering
Topic: Deep Learning-based Intracranial Hemorrhage Segmentation.
MSc. in Electrical and Computer Engineering
Topic: An Improved Semi-Supervised Learning for Image Semantic Segmentation.
MSc. in Electrical and Computer Engineering
Topic: Deep Regressor for Industrial Applications.
MSc. in Electrical and Computer Engineering
Topic: Enhancing Semantic Segmentation Architectural Innovations and Strategies for Label-efficient Learning.
Postdoc
Topic: Advanced Automation System for Human Capital Hiring and Retention.
PhD, co-supervisor (Natural Resources Management)
Topic: Advanced algorithms for precision agriculture: from plant detection to health assessment.
Dept. of Computer Science, Lakehead University
Project: Remote Sensing Image Semantic Segmentation with Graph-based Learning Method
Dept. of Computer Science, Lakehead University
Project: Deep Feature-based Anomaly Detection for Video Surveillance
Dept. of Computer Science, Lakehead University
Project: GAT-based Pedestrian Segmentation in Infrared Data for Intelligent Transportation Systems
Dept. of Computer Science, Lakehead University
Project: Deep Learning-driven Automated Resume Screening and Ranking for Efficient Human Capital Hiring
Dept. of Computer Science, Lakehead University
Project: NLP-driven Content Classification Towards Fake News and Bully Detection
Dept. of Computer Science, Lakehead University
Project: Graph Attention Neural Network-based Brain Tumor Segmentation in MRIs
Dept. of Computer Science, Lakehead University
Project: Graph Convolutional Neural Network-based Object Detection and Tracking
Dept. of ECE, Lakehead University
Project: A Machine Learning System for IoT Anomaly Detections (EXC - An exchange student (2021 Summer - Fall) from Deggendorf Institute of Technology, Germany)
Dept. of Computer Science, Lakehead University
Project: Visual-based SLAM using deep neural network
Dept. of Computer Science, Lakehead University
Project: Video Surveillance Anomaly Detection
Dept. of Computer Science, Lakehead University
Project: MRI Segmentation for Cancer Cell Detection
Dept. of Computer Science, Lakehead University
Project: Image caption
Dept. of Computer Science, Lakehead University
Project: Audio to sign language translation
Dept. of Computer Science, Lakehead University
Project: Socio-economic analysis via satellite image processing
Dept. of Computer Science, Lakehead University
Project: Detection and clustering of duplicate defect report
Dept. of Software Engineering, Lakehead University
Project: Thermal Image-based Fall Detection
Dept. of Software Engineering, Lakehead University
Project: TownHuall: A mobile App-based Shipping Delivery System for Remote Communities in Northern Ontario
Dept. of Software Engineering, Lakehead University
Project: Smart Parking: An Android Application
Dept. of Software Engineering, Lakehead University
Project: Machine Learning-based Music Recommendation System
Dept. of Software Engineering, Lakehead University
Project: Thermopile Sensor-based Elderly Fall Detection and Warning System for Ensuring Fast Medical Aid
Dept. of Software Engineering, Lakehead University
Project: People Counting and Temperature Prediction for Automatic AC Controller System Towards Energy Saving Smart Home
Dept. of Software Engineering, Lakehead University
Project: Fake News Detector Using Computer Vision and Natural Language Processing
Dept. of Software Engineering, Lakehead University
Project: MRI Brain Tumor Segmentation Using Deep Convolutional Neural Network