9 citations · 9 across the 1 of their papers we have counts for
4 papers · 1 filter
G-LBM:Generative Low-dimensional Background Model Estimation from Video Sequences
Behnaz Rezaei, Amirreza Farnoosh, Sarah Ostadabbas
In this paper, we propose a computationally tractable and theoretically supported non-linear low-dimensional generative model to represent real-world data in the presence of noise…
Target-Specific Action Classification for Automated Assessment of Human Motor Behavior from Video
Behnaz Rezaei, Yiorgos Christakis, Bryan Ho +4
Objective monitoring and assessment of human motor behavior can improve the diagnosis and management of several medical conditions. Over the past decade, significant advances have…
DeepPBM: Deep Probabilistic Background Model Estimation from Video Sequences
Amirreza Farnoosh, Behnaz Rezaei, Sarah Ostadabbas
This paper presents a novel unsupervised probabilistic model estimation of visual background in video sequences using a variational autoencoder framework. Due to the redundant natu…
Background Subtraction via Fast Robust Matrix Completion
Behnaz Rezaei, Sarah Ostadabbas
Background subtraction is the primary task of the majority of video inspection systems. The most important part of the background subtraction which is common among different algori…