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Irtiza Hasan

2 accepted papers

2021

Generalizable Pedestrian Detection: The Elephant in the Room

CVPR 2021poster

Pedestrian detection is used in many vision based applications ranging from video surveillance to autonomous driving. Despite achieving high performance, it is still largely unknown how well existing detectors generalize to unseen data. This is important because a practical detector should be ready…

Cited by 147PDFcodeScholar
2018

MX-LSTM: Mixing Tracklets and Vislets to Jointly Forecast Trajectories and Head Poses

CVPR 2018poster

Recent approaches on trajectory forecasting use tracklets to predict the future positions of pedestrians exploiting Long Short Term Memory (LSTM) architectures. This paper shows that adding vislets, that is, short sequences of head pose estimations, allows to increase significantly the trajectory fo…

Cited by 153SourcePDFScholar