86 citations · 192 across the 27 of their papers we have counts for
4 papers · 1 filter
Out-of-distribution Object Detection through Bayesian Uncertainty Estimation
Tianhao Zhang, Shenglin Wang, Nidhal Bouaynaya +2
The superior performance of object detectors is often established under the condition that the test samples are in the same distribution as the training data. However, in many prac…
A Capsule Network for Traffic Speed Prediction in Complex Road Networks
Youngjoo Kim, Peng Wang, Yifei Zhu +1
This paper proposes a deep learning approach for traffic flow prediction in complex road networks. Traffic flow data from induction loop sensors are essentially a time series, whic…
Compressive Sensing Approaches for Autonomous Object Detection in Video Sequences
Danil Kuzin, Olga Isupova, Lyudmila Mihaylova
Video analytics requires operating with large amounts of data. Compressive sensing allows to reduce the number of measurements required to represent the video using the prior knowl…
Multi-Target Tracking and Occlusion Handling with Learned Variational Bayesian Clusters and a Social Force Model
Ata-ur-Rehman, Syed Mohsen Naqvi, Lyudmila Mihaylova +1
This paper considers the problem of multiple human target tracking in a sequence of video data. A solution is proposed which is able to deal with the challenges of a varying number…