Waqas Aftab

According to our database, Waqas Aftab authored at least 6 papers between 2017 and 2020.

Collaborative distances:

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

2020

On the Impact of Different Kernels and Training Data on a Gaussian Process Approach for Target Tracking.

Waqas Aftab, Lyudmila Mihaylova

Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

2019

Spatio-Temporal Gaussian Process Models for Extended and Group Object Tracking With Irregular Shapes.

Waqas Aftab, Roland Hostettler, Allan De Freitas, Mahnaz Arvaneh, Lyudmila Mihaylova

IEEE Trans. Veh. Technol., 2019

Dual Stream Spatio-Temporal Motion Fusion With Self-Attention For Action Recognition.

Md Asif Jalal, Waqas Aftab, Roger K. Moore, Lyudmila Mihaylova

Proceedings of the 22th International Conference on Information Fusion, 2019

A Gaussian Process Regression Approach for Point Target Tracking.

Waqas Aftab, Lyudmila Mihaylova

Proceedings of the 22th International Conference on Information Fusion, 2019

2018

A Gaussian Process Convolution Particle Filter for Multiple Extended Objects Tracking with Non-Regular Shapes.

Waqas Aftab, Allan De Freitas, Mahnaz Arvaneh, Lyudmila Mihaylova

Proceedings of the 21st International Conference on Information Fusion, 2018

2017

A Gaussian process approach for extended object tracking with random shapes and for dealing with intractable likelihoods.

Waqas Aftab, Allan De Freitas, Mahnaz Arvaneh, Lyudmila Mihaylova

Proceedings of the 22nd International Conference on Digital Signal Processing, 2017