Mahsa Ehsanpour

I am a PhD Researcher at Australian Institute for Machine Learning (AIML), under the supervision of Ian Reid and Hamid Rezatofighi, where I work on computer vision and machine learning.

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Research

My research interest lies at the intersection of deep learning applied to computer vision applications with a specific focus on understanding humans in motion within video sequences. More specifically, my research encompasses fine-grained human understanding such as human pose, body surface and trajectory prediction as well as coarse-grained human understanding such as comprehending human actions, interactions with other individuals (social groups) and social activities.

JRDB-Act: A Large-scale Dataset for Spatio-temporal Action, Social Group and Activity Detection
Mahsa Ehsanpour, Fatemeh Saleh, Silvio Savarese, Ian Reid, Hamid Rezatofighi
CVPR, 2022
[project page /video / code / bibtex]

TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild
Vida Adeli, Mahsa Ehsanpour, Ian Reid, Juan Carlos Niebles, Silvio Savarese, Ehsan Adeli, Hamid Rezatofighi
ICCV, 2021
[project page /video / code / bibtex]

Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers
Tianyu Zhu, Markus Hiller, Mahsa Ehsanpour, Rongkai Ma, Tom Drummond, Hamid Rezatofighi
ArXiv, 2021
[project page /video / code / bibtex]

Joint Learning of Social Groups, Individuals Action and Sub-group Activities in Videos
Mahsa Ehsanpour, Alireza Abedin, Fatemeh Saleh, Javen Shi, Ian Reid, Hamid Rezatofighi
ECCV, 2020
[ project page / video / code / bibtex]

Workshop
2nd Workshop on Visual Perception for Navigation in Human Environments: The JackRabbot Social Grouping and Activity Dataset and Benchmark
Organizers: Mahsa Ehsanpour (The University of Adelaide), Roberto Martín-Martín (Stanford University), Claudia D’Arpino (Stanford University), Ian Reid (The University of Adelaide), Silvio Savarese (Stanford University), Hamid Rezatofighi (Monash University)
In Conjunction with CVPR 2021
Education
PhD, Computer Science, The University of Adelaide, [October 2018 - Present]
MSc, Information Technology, Sharif University of Technology, [September 2015 - September 2017]
BSc, Computer Software Engineering, Khajeh Nasir Toosi University of Technology, [September 2010 - February 2015]

Thanks for the template