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Mahmood Fathy

2 accepted papers

2018

Adversarially Learned One-Class Classifier for Novelty Detection

CVPR 2018poster

Novelty detection is the process of identifying the observation(s) that differ in some respect from the training observations (the target class). In reality, the novelty class is often absent during training, poorly sampled or not well defined. Therefore, one-class classifiers can efficiently model…

2017

Structured prediction with short/long-range dependencies for human activity recognition from depth skeleton data

IROS 2017poster

One of the main abilities that the robots need to maintain is to efficiently communicate with people in a humanly manner. Thus, human activity recognition (HAR) would be an integral part of such a human-robot interaction system. One of the major challenges in HAR is that the individuals perform thei…

Cited by 10SourceScholar