no code implementations • 10 Mar 2024 • Esmaeil Seraj, Walter Talamonti
In the burgeoning field of intelligent transportation systems, enhancing vehicle-driver interaction through facial attribute recognition, such as facial expression, eye gaze, age, etc., is of paramount importance for safety, personalization, and overall user experience.
no code implementations • 21 Jun 2022 • Esmaeil Seraj, Andrew Silva, Matthew Gombolay
Our approach enables UAVs to infer the latent fire propagation dynamics for time-extended coordination in safety-critical conditions.
1 code implementation • ICLR 2022 • Sachin Konan, Esmaeil Seraj, Matthew Gombolay
Information sharing is key in building team cognition and enables coordination and cooperation.
1 code implementation • 31 Oct 2020 • Esmaeil Seraj, Xiyang Wu, Matthew Gombolay
The FireCommander environment can be useful for research topics spanning a wide range of applications from Reinforcement Learning (RL) and Learning from Demonstration (LfD), to Coordination, Psychology, Human-Robot Interaction (HRI) and Teaming.
no code implementations • 14 Jun 2020 • Esmaeil Seraj, Matthew Gombolay
Fighting wildfires is a precarious task, imperiling the lives of engaging firefighters and those who reside in the fire's path.
1 code implementation • 15 Jun 2019 • Esmaeil Seraj, Karthiga Mahalingam
The toolbox implements various methods for three major aspects of investigating human motor cortex from Neuroscience view point: (1) ERP estimation and quantification, (2) Cortical Functional Connectivity analysis and (3) EMG quantification.
Signal Processing Computational Engineering, Finance, and Science Image and Video Processing Neurons and Cognition Quantitative Methods
1 code implementation • 16 Mar 2019 • Esmaeil Seraj, Andrew Silva, Matthew Gombolay
Wildfires are destructive and inflict massive, irreversible harm to victims' lives and natural resources.
2 code implementations • 7 Oct 2016 • Esmaeil Seraj
This document is meant to help individuals use the Cerebral Signal Phase Analysis toolbox which implements different methods for estimating the instantaneous phase and frequency of a signal and calculating some related popular quantities. The toolbox -- which is distributed under the terms of the GNU GENERAL PUBLIC LICENSE as a set of MATLAB routines -- can be downloaded at the address http://oset. ir/category. php? dir=Tools. The purpose of this toolbox is to calculate the instantaneous phase and frequency sequences of cerebral signals (EEG, MEG, etc.)