TCN-Based DDoS Detection and Mitigation in 5G Healthcare-IoT: A Frequency Monitoring and Dynamic Threshold Approach by Mirza Akhi, Ciaran Eising, Lubna Luxmi Dhirani

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An Efficient and Effective Image Decolorization Algorithm Based on Cumulative Distribution Function by Tirui Wu, Ciaran Eising, Martin Glavin, Edward Jones

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Dynamic Filter Application in Graph Convolutional Networks for Enhanced Spectral Feature Analysis and Class Discrimination in Medical Imaging by Aryan Singh, Pepijn van de Ven, Ciaran Eising, Patrick Denny

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<italic>PatchLoc</italic>: Embedded Patch Localization Pretext Task for Tumor Segmentation in Medical Images by Ramchandra Cheke, Ciaran Eising, Patrick Denny, Pepijn van de Ven

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Depth Prediction Improvement for Near-Field iToF Lidar in Low-Speed Motion State by Mena Nagiub, Thorsten Beuth, Ganesh Sistu, Heinrich Gotzig, Ciarán Eising

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<italic>BEVSeg2GTA</italic>: Joint Vehicle Segmentation and Graph Neural Networks for Ego Vehicle Trajectory Prediction in Bird&#x2019;s-Eye-View by Sushil Sharma, Arindam Das, Ganesh Sistu, Mark Halton, Ciaran Eising

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Machine Learning for Healthcare-IoT Security: A Review and Risk Mitigation by Mirza Akhi Khatun, Sanober Farheen Memon, Ciaran Eising, Lubna Luxmi Dhirani

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Subjective Scoring Framework for VQA Models in Autonomous Driving by Kaavya Rekanar, Abbirah Ahmed, Reenu Mohandas, Ganesh Sistu, Ciaran Eising, Martin Hayes

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2.5D vehicle odometry estimation by Ciarán Eising, Leroy‐Francisco Pereira, Jonathan Horgan, Anbuchezhiyan Selvaraju, John McDonald, Paul Moran

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UnShadowNet: Illumination Critic Guided Contrastive Learning for Shadow Removal by Subhrajyoti Dasgupta, Arindam Das, Senthil Yogamani, Sudip Das, Ciaran Eising, Andrei Bursuc, Ujjwal Bhattacharya

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Pretraining instance segmentation models with bounding box annotations by Cathaoir Agnew, Eoin M. Grua, Pepijn Van de Ven, Patrick Denny, Ciarán Eising, Anthony Scanlan

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A Comparison of Spherical Neural Networks for Surround-View Fisheye Image Semantic Segmentation by Anam Manzoor, Reenu Mohandas, Anthony Scanlan, Eoin Martino Grua, Fiachra Collins, Ganesh Sistu, Ciaran Eising

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Quantifying the Effects of Ground Truth Annotation Quality on Object Detection and Instance Segmentation Performance by Cathaoir Agnew, Ciaran Eising, Patrick Denny, Anthony Scanlan, Pepijn Van De Ven, Eoin M. Grua

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Annotation Quality Versus Quantity for Object Detection and Instance Segmentation by Cathaoir Agnew, Anthony Scanlan, Patrick Denny, Eoin M. Grua, Pepijn van de Ven, Ciaran Eising

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Impact of ISP Tuning on Object Detection by Dara Molloy, Brian Deegan, Darragh Mullins, Enda Ward, Jonathan Horgan, Ciaran Eising, Patrick Denny, Edward Jones, Martin Glavin

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<italic>ARD&#x00C1;N</italic>: Automated Reference-Free Defocus Characterization for Automotive Near-Field Cameras by Daniel Jakab, Eoin Martino Grua, Reenu Mohandas, Brian Michael Deegan, Anthony Scanlan, Dara Molloy, Enda Ward, Ciaran Eising

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Feasibility Study of V2X Communications in Initial 5G NR Deployments by Joseph Clancy, Darragh Mullins, Brian Deegan, Jonathan Horgan, Enda Ward, Patrick Denny, Ciaran Eising, Edward Jones, Martin Glavin

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A Review of the Impact of Rain on Camera-Based Perception in Automated Driving Systems by Tim Brophy, Darragh Mullins, Ashkan Parsi, Jonathan Horgan, Enda Ward, Patrick Denny, Ciaran Eising, Brian Deegan, Martin Glavin, Edward Jones

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Exploring the Viability of Bypassing the Image Signal Processor for CNN-Based Object Detection in Autonomous Vehicles by Jordan Cahill, Ashkan Parsi, Darragh Mullins, Jonathan Horgan, Enda Ward, Ciaran Eising, Patrick Denny, Brian Deegan, Martin Glavin, Edward Jones

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A Study on Data Selection for Object Detection in Various Lighting Conditions for Autonomous Vehicles by Hao Lin, Ashkan Parsi, Darragh Mullins, Jonathan Horgan, Enda Ward, Ciaran Eising, Patrick Denny, Brian Deegan, Martin Glavin, Edward Jones

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