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Mohamad Baydoun

3 accepted papers

2019

Prediction of Multi-target Dynamics Using Discrete Descriptors: an Interactive Approach

ICASSP 2019accepted

We propose a probabilistic method to track and interpret the interactions of moving objects. The proposed method is based on the analysis of location data from different moving objects that modify their dynamics according to rules of interactions, namely attractive and repulsive forces governing obj…

Cited by 0SourceScholar
2018

a Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied Agents

ICASSP 2018accepted

This paper focuses on multi-sensor anomaly detection for moving cognitive agents using both external and private first-person visual observations. Both observation types are used to characterize agents motion in a given environment. The proposed method generates locally uniform motion models by divi…

Cited by 0SourceScholar
2017

Hand pose recognition in First Person Vision through graph spectral analysis

ICASSP 2017accepted

With the growing availability of wearable technology, video recording devices have become so intimately tied to individuals, that they are able to record the movements of users' hands, making hand-based applications one the most explored area in First Person Vision (FPV). In particular, hand pose re…

Cited by 0SourceScholar