Search Results for author: Esmaeil Seraj

Found 8 papers, 5 papers with code

Towards In-Vehicle Multi-Task Facial Attribute Recognition: Investigating Synthetic Data and Vision Foundation Models

no code implementations10 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.

Attribute Transfer Learning

Multi-UAV Planning for Cooperative Wildfire Coverage and Tracking with Quality-of-Service Guarantees

no code implementations21 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.

FireCommander: An Interactive, Probabilistic Multi-agent Environment for Heterogeneous Robot Teams

1 code implementation31 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.

Combinatorial Optimization reinforcement-learning +1

Coordinated Control of UAVs for Human-Centered Active Sensing of Wildfires

no code implementations14 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.

Essential Motor Cortex Signal Processing: an ERP and functional connectivity MATLAB toolbox -- user guide version 2.0

1 code implementation15 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

Safe Coordination of Human-Robot Firefighting Teams

1 code implementation16 Mar 2019 Esmaeil Seraj, Andrew Silva, Matthew Gombolay

Wildfires are destructive and inflict massive, irreversible harm to victims' lives and natural resources.

Cerebral Signal Instantaneous Parameters Estimation MATLAB Toolbox - User Guide Version 2.3

2 code implementations7 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.)

EEG

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