Tech Talks
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Presented a Research Papaer at DICTA 2019
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Micrsoft Azure Global AI Bootcamp
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SLASSCOM AI Awards
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SLASSCOM Winner for AI
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publications
Temperature Sensing and Data Transmission Mechanism for High Temperature Applications
Published in IEEE ICECIE 2019, 2019
This paper is published as Undegraduate Final Year project
Download here
Corporate IT-support Help-Desk Process Hybrid-Automation Solution with Machine Learning Approach
Published in DICTA 2019, 2019
This paper focuses the automation process of email classification NLP techniques
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Base-Package Recommendation Framework Based on Consumer Behaviours in IPTV Platform
Published in DICTA 2020, 2020
Download here
Attention guided deep supervision model for prostate segmentation in multisite heterogeneous MRI data
Published in MIDL 2022, 2022
Proposes an attention-guided deep supervision model for robust prostate MRI segmentation across multiple sites.
Recommended citation: Shanmugalingam K., Sowmya A., Moses D., Meijering E., MIDL 2022.
Relation preserving triplet mining for stabilising the triplet loss in re-identification systems
Published in WACV 2023, 2023
Introduces a triplet mining strategy to improve triplet loss stability for person re-identification.
Recommended citation: Ghosh A., Shanmugalingam K., Lin W.-Y., WACV 2023.
Urethra segmentation with Multiplanar MRI
Published in ISBI 2023, 2023
Presented a urethra segmentation method with multiplanar MRI for prostate surgery risk reduction.
Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images
Published in DICTA 2023, 2023
Presents a novel 3D U-Net-based model with ensemble pooling for sigmoid colon segmentation in CT images.
Recommended citation: Rahman M.A., Singh S., Shanmugalingam K., Iyer S., Blair A., Ravindran P., Sowmya A., DICTA 2023.
Multimodal and Multiplanar MRI analysis for prostate segmentation
Published in MICCAI MLMI Workshop 2023, 2023
Presented a multimodal and multiplanar MRI approach for prostate segmentation at MICCAI MLMI 2023.
Recommended citation: Shanmugalingam K. et al., MICCAI MLMI Workshop 2023.
Comparative analysis of traditional and transfer learning algorithms for coal spoil classification via close-range imagery
Published in Georisk (Assessment and Management of Risk for Engineered Systems), 2024
Examines traditional and transfer learning methods for classifying coal spoil using close-range imagery.
Recommended citation: Thiruchittampalam S., Shanmugalingam K., Banerjee B., Glenn N.F., Georisk, 2024.
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Physics
G.C.E Advanced Level Physics, Jaffna Hindu College, 2013
Deep learning
Yarl IT Hub, Lecturing, 2019
IOT and Machine Vision for Agriculture
External Supervisor - Final year project Software Engeering, SLIIT- SriLanka Institute of Information Technology, 2020
ComputerVision
University of New SouthWales, Tutoring, 2021
Neural Networks and Artificial Intelligence
UNSW Sydney, Lecturing, 2022