Amir M. Mansourian

amir.jpg

Image Processing Lab

Sharif University

Tehran, Iran

I am a Master’s student in the Computer Engineering Department of the Sharif University of Technology (SUT), where I serve as a Research Assistant at the Image Processing Lab (IPL) under the supervision of Prof. Kasaei.

In the summer of 2022, I was a Research Intern at Image and Signal Processing Group, UCLouvain, under the supervision of Prof. De Vleeschouwer. Before joining SUT, I completed my Bachelor’s in Computer Engineering at Isfahan University of Technology (IUT). I was an undergraduate Research Assistant in the Computer Vision Lab under the supervision of Dr. Karimi.

My research addresses visual recognition tasks like Multi-Object Tracking, Person Re-Identification, and Semantic Segmentation. I am mainly working on the Tracking and Segmentation of players in team sports videos, specifically in soccer videos. Besides, I am also interested in compacting deep networks and transferring knowledge through Knowledge Distillation. Furthermore, my research interests include Self-supervised Learning.

news

Apr 5, 20024 Our paper SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap is accepted at CVsports workshop, CVPR 2024.
Mar 18, 2024 I am participating as reviewer at CVsports workshop, CVPR 2024.
Mar 7, 2024 Our paper Rethinking RAFT for Efficient Optical Flow was presented at MVIP 2024 (Best Paper Award).
Feb 7, 2024 SoccerNet Game State Challenge is released. Also, check TrackLab.
Oct 29, 2023 Our paper Multi-task Learning for Joint Re-identification, Team Affiliation, and Role Classification for Sports Visual Tracking is presented at ACM MM’2023, Ottawa, Canada.
Aug 30, 2023 I completed my master’s degree in Computer Engineering at Sharif University of Technology.
May 2, 2023 An Efficient Knowledge Distillation Architecture for Real-time Semantic Segmentation is accepted at AUT Journal of Modeling and Simulation.
Feb 26, 2023 I joined the organizer team of SoccerNet 2023 Challenges.
Dec 28, 2022 I am participating as reviewer in the peer review process for AUT Journal of Electrical Engineering.
Jul 6, 2022 I joined Signal and Image Processing Group for summer 2022, UCLouvain, Belgium.