Hi There! This is Haleh!

I'm a PhD student at AIIM Lab, RCV Lab, and Ingenuity Labs at Queen's University, Kingston, Ontario. My research focuses on developing AI models to improve trajectory predictions for pedestrians and vehicles.

X Email google_sch cv github

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Research

I'm interested in signal processing, deep learning and generative AI.

Socially-Informed Reconstruction for Pedestrian Trajectory Forecasting
Haleh Damirchi, Ali Etemad, Michael Greenspan
WACV, 2025
arXiv

Context-aware pedestrian trajectory prediction with multimodal transformer
Haleh Damirchi, Michael Greenspan, Ali Etemad
ICIP, 2023
arXiv

Multiscale crowd counting and localization by multitask point supervision
Mohsen Zand, Haleh Damirchi, Andrew Farley, Mahdiyar Molahasani, Michael Greenspan, Ali Etemad
ICASSP, 2022
arxiv

Improving the loss function efficiency for speaker extraction using psychoacoustic effects
Haleh Damirchi, Sanaz Seyedin, Seyed Mohammad Ahadi
Applied Acoustics, 2021
ScienceDirect

Speaker Extraction Using Stacked BLSTM Optimized with Frequency-domain Differentiated Spectrum Loss
Haleh Damirchi, Sanaz Seyedin, Seyed Mohammad Ahadi
ICEE, 2020
IEEE Xplore