32 citations · 32 across the 2 of their papers we have counts for
4 papers
A Multi-Task Learning Approach for Human Activity Segmentation and Ergonomics Risk Assessment
Behnoosh Parsa, Ashis G. Banerjee
We propose a new approach to Human Activity Evaluation (HAE) in long videos using graph-based multi-task modeling. Previous works in activity evaluation either directly compute a m…
Spatio-Temporal Pyramid Graph Convolutions for Human Action Recognition and Postural Assessment
Behnoosh Parsa, Athma Narayanan, Behzad Dariush
Recognition of human actions and associated interactions with objects and the environment is an important problem in computer vision due to its potential applications in a variety…
Toward Ergonomic Risk Prediction via Segmentation of Indoor Object Manipulation Actions Using Spatiotemporal Convolutional Networks
Behnoosh Parsa, Ekta U. Samani, Rose Hendrix +4
Automated real-time prediction of the ergonomic risks of manipulating objects is a key unsolved challenge in developing effective human-robot collaboration systems for logistics an…
A Hierarchical Bayesian Linear Regression Model with Local Features for Stochastic Dynamics Approximation
Behnoosh Parsa, Keshav Rajasekaran, Franziska Meier +1
One of the challenges in model-based control of stochastic dynamical systems is that the state transition dynamics are involved, and it is not easy or efficient to make good-qualit…