Thomas Popham

According to our database, Thomas Popham authored at least 15 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

MASALA: Model-Agnostic Surrogate Explanations by Locality Adaptation.

Saif Anwar, Nathan Griffiths, Abhir Bhalerao, Thomas Popham

CoRR, 2024

CHILLI: A data context-aware perturbation method for XAI.

Saif Anwar, Nathan Griffiths, Abhir Bhalerao, Thomas Popham

CoRR, 2024

2019

Driver and Passenger Identification From Smartphone Data.

Bashar I. Ahmad, Patrick M. Langdon, Jiaming Liang, Simon J. Godsill, Mauricio Munoz Delgado, Thomas Popham

IEEE Trans. Intell. Transp. Syst., 2019

2018

Dual Viewpoint Passenger State Classification Using 3D CNNs.

Ian Tu, Abhir Bhalerao, Nathan Griffiths, Mauricio Munoz Delgado, Alasdair Thomason, Thomas Popham, Alex Mouzakitis

Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

2017

Investigating the Feasibility of Vehicle Telemetry Data as a Means of Predicting Driver Workload.

Phillip Taylor, Nathan Griffiths, Abhir Bhalerao, Zhou Xu, Adam Gelencser, Thomas Popham

Int. J. Mob. Hum. Comput. Interact., 2017

Deep Passenger State Monitoring Using Viewpoint Warping.

Ian Tu, Abhir Bhalerao, Nathan Griffiths, Mauricio Munoz Delgado, Thomas Popham, Alex Mouzakitis

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Modelling received signal strength from on-vehicle BLE beacons using skewed distributions: A preliminary study.

Bashar I. Ahmad, Tohid Ardeshiri, Pat Langdon, Simon J. Godsill, Thomas Popham

Proceedings of the 20th International Conference on Information Fusion, 2017

2016

Data Mining for Vehicle Telemetry.

Phillip Taylor, Nathan Griffiths, Abhir Bhalerao, Sarabjot S. Anand, Thomas Popham, Xu Zhou, Adam Gelencser

Appl. Artif. Intell., 2016

2015

Warwick-JLR driver monitoring dataset (DMD): statistics and early findings.

Phillip Taylor, Nathan Griffiths, Abhir Bhalerao, Xu Zhou, Adam Gelencser, Thomas Popham

Proceedings of the 7th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2015

2014

Estimating scene flow using an interconnected patch surface model with belief-propagation inference.

Thomas Popham, Abhir Bhalerao, Roland Wilson

Comput. Vis. Image Underst., 2014

Superpixel based semantic segmentation for assistance in varying terrain driving conditions.

Ionut Gheorghe, Weidong Li, Thomas Popham, Keith J. Burnham

Proceedings of the Progress in Systems Engineering, 2014

2013

Key Learning Features as Means for Terrain Classification.

Ionut Gheorghe, Weidong Li, Thomas Popham, Anna Gaszczak, Keith J. Burnham

Proceedings of the Advances in Systems Science, 2013

Redundant Feature Selection for Telemetry Data.

Phillip Taylor, Nathan Griffiths, Abhir Bhalerao, Thomas Popham, Xu Zhou, Alain Dunoyer

Proceedings of the Agents and Data Mining Interaction - 9th International Workshop, 2013

2012

Road type classification through data mining.

Phillip Taylor, Fatimah Adamu-Fika, Sarabjot Singh Anand, Alain Dunoyer, Nathan Griffiths, Thomas Popham

Proceedings of the International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2012

2009

Selecting Surface Features for Accurate Multi-camera Surface Reconstruction.

Thomas Popham, Roland Wilson

Proceedings of the British Machine Vision Conference, 2009