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2026

Conference Publication

Been There, Scanned That: Nostalgia-Driven Point Cloud Compression for Self-Driving Cars

Khalid, Ali, Mobin, Jaiaid, Appala, Sumanth Rao, Maurya, Avinash, Perez, Stephany Berrio, Rafique, M. Mustafa and Ahmad, Fawad (2026). Been There, Scanned That: Nostalgia-Driven Point Cloud Compression for Self-Driving Cars. New York, NY, USA: ACM. doi: 10.1145/3774906.3800467

Been There, Scanned That: Nostalgia-Driven Point Cloud Compression for Self-Driving Cars

2025

Conference Publication

Towards Adaptive External Communication in Autonomous Vehicles: A Conceptual Design Framework

Tran, Tram Thi Minh, Kay, Judy, Worrall, Stewart, Hoggenmueller, Marius, Parker, Callum, Yu, Xinyan, Perez, Julie Stephany Berrio, Shan, Mao and Tomitsch, Martin (2025). Towards Adaptive External Communication in Autonomous Vehicles: A Conceptual Design Framework. 17th International Conference on Automotive User Interfaces and Interactive Vehicular Applications-AUTOMOTIVEUI, Brisbane Australia, Sep 22-25, 2025. NEW YORK: ASSOC COMPUTING MACHINERY. doi: 10.1145/3744335.3758494

Towards Adaptive External Communication in Autonomous Vehicles: A Conceptual Design Framework

2025

Conference Publication

Spotting the Unexpected (STU): A 3D LiDAR Dataset for Anomaly Segmentation in Autonomous Driving

Nekrasov, Alexey, Burdorf, Malcolm, Worrall, Stewart, Leibe, Bastian and Perez, Julie Stephany Berrio (2025). Spotting the Unexpected (STU): A 3D LiDAR Dataset for Anomaly Segmentation in Autonomous Driving. 2025 Conference on Computer Vision and Pattern Recognition-CVPR-Annual, Nashville Tn, Jun 10-17, 2025. LOS ALAMITOS: IEEE COMPUTER SOC. doi: 10.1109/CVPR52734.2025.01109

Spotting the Unexpected (STU): A 3D LiDAR Dataset for Anomaly Segmentation in Autonomous Driving

2025

Conference Publication

The UnScripted Trip: Fostering Policy Discussion on Future Human-Vehicle Collaboration in Autonomous Driving Through Design-Oriented Methods

Yu, Xinyan, Perez, Julie Stephany Berrio, Hoggenmuller, Marius, Tomitsch, Martin, Tran, Tram Thi Minh, Worrall, Stewart and Ju, Wendy (2025). The UnScripted Trip: Fostering Policy Discussion on Future Human-Vehicle Collaboration in Autonomous Driving Through Design-Oriented Methods. 17th International Conference on Automotive User Interfaces and Interactive Vehicular Applications-AUTOMOTIVEUI, Brisbane Australia, Sep 22-25, 2025. NEW YORK: ASSOC COMPUTING MACHINERY. doi: 10.1145/3744335.3749144

The UnScripted Trip: Fostering Policy Discussion on Future Human-Vehicle Collaboration in Autonomous Driving Through Design-Oriented Methods

2025

Conference Publication

Understanding Pedestrian Gesture Misrecognition: Insights from Vision-Language Model Reasoning

Tran, Tram Thi Minh, Yu, Xinyan, Parker, Callum, Perez, Julie Stephany Berrio, Worrall, Stewart and Tomitsch, Martin (2025). Understanding Pedestrian Gesture Misrecognition: Insights from Vision-Language Model Reasoning. 17th International Conference on Automotive User Interfaces and Interactive Vehicular Applications-AUTOMOTIVEUI, Brisbane Australia, Sep 22-25, 2025. NEW YORK: ASSOC COMPUTING MACHINERY. doi: 10.1145/3744335.3758495

Understanding Pedestrian Gesture Misrecognition: Insights from Vision-Language Model Reasoning

2025

Conference Publication

Animal Interaction with Autonomous Mobility Systems: Designing for Multi-Species Coexistence

Tram Thi Minh Tran, , Yu, Xinyan, Hoggenmueller, Marius, Parker, Callum, Schmitt, Paul, Perez, Julie Stephany Berrio, Worrall, Stewart and Tomitsch, Martin (2025). Animal Interaction with Autonomous Mobility Systems: Designing for Multi-Species Coexistence. 17th International Conference on Automotive User Interfaces and Interactive Vehicular Applications-AUTOMOTIVEUI, Brisbane Australia, Sep 22-25, 2025. NEW YORK: ASSOC COMPUTING MACHINERY. doi: 10.1145/3744333.3747834

Animal Interaction with Autonomous Mobility Systems: Designing for Multi-Species Coexistence

2024

Conference Publication

InverseMatrixVT3D: An Efficient Projection Matrix-Based Approach for 3D Occupancy Prediction

Ming, Zhenxing, Berrio, Julie Stephany, Shan, Mao and Worrall, Stewart (2024). InverseMatrixVT3D: An Efficient Projection Matrix-Based Approach for 3D Occupancy Prediction. 2024 International Conference on Intelligent Robots and Systems, Abu Dhabi U Arab Emirates, Oct 14-18, 2024. NEW YORK: IEEE. doi: 10.1109/IROS58592.2024.10802434

InverseMatrixVT3D: An Efficient Projection Matrix-Based Approach for 3D Occupancy Prediction

2024

Conference Publication

Safety Driver Attention on Autonomous Vehicle Operation Based on Head Pose and Vehicle Perception

Konrad, Santiago Gerling, Berrio, Julie Stephany, Shan, Mao, Masson, Favio, Nebot, Eduardo and Worrall, Stewart (2024). Safety Driver Attention on Autonomous Vehicle Operation Based on Head Pose and Vehicle Perception. IEEE Intelligent Vehicles Symposium (IV), Jeju South Korea, Jun 02-05, 2024. NEW YORK: IEEE. doi: 10.1109/IV55156.2024.10588436

Safety Driver Attention on Autonomous Vehicle Operation Based on Head Pose and Vehicle Perception

2024

Conference Publication

CyberPotholes: Pothole defect detection using synthetic depth-maps

Kiran, K. C., Worrall, Stewart, Berrio, Julie Stephany and Balamurali, Mehala (2024). CyberPotholes: Pothole defect detection using synthetic depth-maps. 27th Intelligent Transportation Systems Conference, Edmonton Canada, Sep 24-27, 2024. NEW YORK: IEEE. doi: 10.1109/ITSC58415.2024.10920234

CyberPotholes: Pothole defect detection using synthetic depth-maps

2024

Conference Publication

Practical Collaborative Perception: A Framework for Asynchronous and Multi-Agent 3D Object Detection

Do, Minh-Qu, Berrio, Julie Stephany, Fremont, Vincent, Shan, Mao, Hery, Elwan and Worrall, Stewart (2024). Practical Collaborative Perception: A Framework for Asynchronous and Multi-Agent 3D Object Detection. IEEE Intelligent Vehicles Symposium (IV), Jeju South Korea, Jun 02-05, 2024. NEW YORK: IEEE. doi: 10.1109/IV55156.2024.10588658

Practical Collaborative Perception: A Framework for Asynchronous and Multi-Agent 3D Object Detection

2024

Conference Publication

Label-Efficient 3D Object Detection For Road-Side Units

Dao, Minh-Quan, Caesar, Holger, Berrio, Julie Stephany, Shan, Mao, Worrall, Stewart, Fremont, Vincent and Malis, Ezio (2024). Label-Efficient 3D Object Detection For Road-Side Units. IEEE Intelligent Vehicles Symposium (IV), Jeju South Korea, Jun 02-05, 2024. NEW YORK: IEEE. doi: 10.1109/IV55156.2024.10588666

Label-Efficient 3D Object Detection For Road-Side Units

2023

Conference Publication

Robots in the Wild: Contextually-Adaptive Human-Robot Interactions in Urban Public Environments

Yu, Xinyan, Wang, Yiyuan, Tram Thi Minh Tran, , Zhao, Yi, Perez, Julie Stephany Berrio, Hoggenmuller, Marius, Humphry, Justine, Loke, Lian, Masuda, Lynn, Paker, Callum, Tomitsch, Martin and Worrall, Stewart (2023). Robots in the Wild: Contextually-Adaptive Human-Robot Interactions in Urban Public Environments. 35th Australasian Conference on Human-Computer Interaction-OzCHI, Wellington New Zealand, Dec 02-04, 2023. NEW YORK: ASSOC COMPUTING MACHINERY. doi: 10.1145/3638380.3638440

Robots in the Wild: Contextually-Adaptive Human-Robot Interactions in Urban Public Environments

2023

Conference Publication

Viewer-Centred Surface Completion for Unsupervised Domain Adaptation in 3D Object Detection

Tsai, Darren, Berrio, Julie Stephany, Shan, Mao, Nebot, Eduardo and Worrall, Stewart (2023). Viewer-Centred Surface Completion for Unsupervised Domain Adaptation in 3D Object Detection. IEEE International Conference on Robotics and Automation (ICRA), London England, May 29-Jun 02, 2023. NEW YORK: IEEE. doi: 10.1109/ICRA48891.2023.10160707

Viewer-Centred Surface Completion for Unsupervised Domain Adaptation in 3D Object Detection

2023

Conference Publication

MS3D: Leveraging Multiple Detectors for Unsupervised Domain Adaptation in 3D Object Detection

Tsai, Darren, Berrio, Julie Stephany, Shan, Mao, Nebot, Eduardo and Worrall, Stewart (2023). MS3D: Leveraging Multiple Detectors for Unsupervised Domain Adaptation in 3D Object Detection. IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Bilbao Spain, Sep 24-28, 2023. NEW YORK: IEEE. doi: 10.1109/ITSC57777.2023.10421941

MS3D: Leveraging Multiple Detectors for Unsupervised Domain Adaptation in 3D Object Detection

2022

Conference Publication

Parameterisation of lane-change scenarios from real-world data

Karunakaran, Dhanoop, Berrio, Julie Stephany, Worrall, Stewart and Nebot, Eduardo (2022). Parameterisation of lane-change scenarios from real-world data. IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), Macau Peoples R China, Oct 08-12, 2022. NEW YORK: IEEE. doi: 10.1109/ITSC55140.2022.9921981

Parameterisation of lane-change scenarios from real-world data

2022

Conference Publication

A Novel Probabilistic V2X Data Fusion Framework for Cooperative Perception

Shan, Mao, Narula, Karan, Worrall, Stewart, Wong, Yung Fei, Perez, Julie Stephany Berrio, Gray, Paul and Nebot, Eduardo (2022). A Novel Probabilistic V2X Data Fusion Framework for Cooperative Perception. IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), Macau Peoples R China, Oct 08-12, 2022. NEW YORK: IEEE. doi: 10.1109/ITSC55140.2022.9922251

A Novel Probabilistic V2X Data Fusion Framework for Cooperative Perception

2020

Conference Publication

Probabilistic Egocentric Motion Correction of Lidar Point Cloud and Projection to Camera Images for Moving Platforms

Shan, Mao, Berrio, Julie Stephany, Worrall, Stewart and Nebot, Eduardo (2020). Probabilistic Egocentric Motion Correction of Lidar Point Cloud and Projection to Camera Images for Moving Platforms. 23rd IEEE International Conference on Intelligent Transportation Systems (ITSC), Electr Network, Sep 20-23, 2020. NEW YORK: IEEE. doi: 10.1109/itsc45102.2020.9294601

Probabilistic Egocentric Motion Correction of Lidar Point Cloud and Projection to Camera Images for Moving Platforms

2019

Conference Publication

Automatic extrinsic calibration between a camera and a 3D Lidar using 3D point and plane correspondences

Verma, Surabhi, Berrio, Julie Stephany, Worrall, Stewart and Nebot, Eduardo (2019). Automatic extrinsic calibration between a camera and a 3D Lidar using 3D point and plane correspondences. IEEE Intelligent Transportation Systems Conference (IEEE-ITSC), Auckland New Zealand, Oct 27-30, 2019. NEW YORK: IEEE. doi: 10.1109/itsc.2019.8917108

Automatic extrinsic calibration between a camera and a 3D Lidar using 3D point and plane correspondences

2019

Conference Publication

Updating the visibility of a feature-based map for long-term maintenance

Berrio, Julie Stephany, Ward, James, Worrall, Stewart and Nebot, Eduardo (2019). Updating the visibility of a feature-based map for long-term maintenance. 30th IEEE Intelligent Vehicles Symposium (IV), Paris France, Jun 09-12, 2019. NEW YORK: IEEE. doi: 10.1109/ivs.2019.8814189

Updating the visibility of a feature-based map for long-term maintenance

2019

Conference Publication

Identifying robust landmarks in feature-based maps

Berrio, Julie Stephany, Ward, James, Worrall, Stewart and Nebot, Eduardo (2019). Identifying robust landmarks in feature-based maps. 30th IEEE Intelligent Vehicles Symposium (IV), Paris France, Jun 09-12, 2019. NEW YORK: IEEE.

Identifying robust landmarks in feature-based maps