TensorFlow Enabled Deep Learning Model Optimization for enhanced Realtime Person Detection using Raspberry Pi operating at the Edge. - Reenu Mohandas; Mangolika Bhattacharya; Mihai Penica; Karl Van Camp; Martin J. Hayes (AICS, 2020)

Analysis of the Message Queueing Telemetry Transport Protocol for Data Labelling: An Orthopedic Manufacturing Process Case Study. - Mangolika Bhattacharya; Reenu Mohandas; Mihai Penica; Mark Southern; Karl Van Camp; Martin J. Hayes (IoTBDS, 2021)

ARDÁN: Automated Reference-Free Defocus Characterization for Automotive Near-Field Cameras. - Daniel Jakab; Eoin Martino Grua; Reenu Mohandas; Brian Michael Deegan; Anthony G. Scanlan; Dara Molloy; Enda Ward; Ciarán Eising (IEEE Access, 2024)

Subjective Scoring Framework for VQA Models in Autonomous Driving. - Kaavya Rekanar; Abbirah Ahmed; Reenu Mohandas; Ganesh Sistu; Ciarán Eising; Martin J. Hayes (IEEE Access, 2024)

SS-SFR: Synthetic Scenes Spatial Frequency Response on Virtual KITTI and Degraded Automotive Simulations for Object Detection. - Daniel Jakab; Alexander Braun; Cathaoir Agnew; Reenu Mohandas; Brian Michael Deegan; Dara Molloy; Enda Ward; Tony Scanlan; Ciarán Eising (CoRR, 2024)

Deformable Convolution Based Road Scene Semantic Segmentation of Fisheye Images in Autonomous Driving. - Anam Manzoor; Aryan Singh; Ganesh Sistu; Reenu Mohandas; Eoin Martino Grua; Anthony G. Scanlan; Ciarán Eising (CoRR, 2024)

A Survey of Incremental Deep Learning for Defect Detection in Manufacturing. - Reenu Mohandas; Mark Southern; Eoin O'Connell; Martin J. Hayes (Big Data Cogn. Comput., 2024)

SOLAS: Superpositioning an Optical Lens in Automotive Simulation. - Daniel Jakab; Julian Barthel; Alexander Braun; Reenu Mohandas; Brian Michael Deegan; Mahendar Kumbham; Dara Molloy; Fiachra Collins; Anthony G. Scanlan; Ciarán Eising (CoRR, 2025)