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cs.CV2021
DEFT: Detection Embeddings for Tracking
Mohamed Chaabane, Peter Zhang, J. Ross Beveridge +1
Most modern multiple object tracking (MOT) systems follow the tracking-by-detection paradigm, consisting of a detector followed by a method for associating detections into tracks.…
cs.CV2020
End-to-end Learning Improves Static Object Geo-localization in Monocular Video
Mohamed Chaabane, Lionel Gueguen, Ameni Trabelsi +2
Accurately estimating the position of static objects, such as traffic lights, from the moving camera of a self-driving car is a challenging problem. In this work, we present a syst…
cs.CV2019
Face Detection in Repeated Settings
Mohammad Nayeem Teli, Bruce A. Draper, J. Ross Beveridge
Face detection is an important first step before face verification and recognition. In unconstrained settings it is still an open challenge because of the variation in pose, lighti…