209 citations · 682 across the 67 of their papers we have counts for
3 papers · 1 filter
Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking
ShiJie Sun, Naveed Akhtar, XiangYu Song +3
Deep learning-based Multiple Object Tracking (MOT) currently relies on off-the-shelf detectors for tracking-by-detection.This results in deep models that are detector biased and ev…
Orthogonal Deep Models As Defense Against Black-Box Attacks
Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun +1
Deep learning has demonstrated state-of-the-art performance for a variety of challenging computer vision tasks. On one hand, this has enabled deep visual models to pave the way for…
Adversarial Perturbations Prevail in the Y-Channel of the YCbCr Color Space
Camilo Pestana, Naveed Akhtar, Wei Liu +2
Deep learning offers state of the art solutions for image recognition. However, deep models are vulnerable to adversarial perturbations in images that are subtle but significantly…