CV

General Information

Full Name Amir Mohammad Mansourian
Date of Birth 15th October 1998
Languages Persian, English, Kurdish

Education

  • 2021-2023
    M.Sc.
    Sharif University of Technology, Tehran, Iran
    • Thesis Title. Deep Multi-Object Tracking by Part-Based Re-Identification in Soccer Matches
  • 2017-2021
    B.Sc.
    Isfahan University of Technology, Isfahan, Iran
    • Thesis Title. Biometric Image Processing for Authentication and Identification of Persons

Experience

  • 2021-2024
    Research Assistant
    Sharif University of Technology, Tehran, Iran
    • Description 1. The proposal and implementation of a multi-purpose part-based person representation method for part-based tracking of persons in team sport videos.
    • Description 2. The proposal and implementation of a pair-wise distillation approach by transferring inter-class similarities for semantic segmentation.
  • 2023-2024
    Research Assistant
    Sharif University of Technology, Tehran, Iran
    • Description 1. An Experimental Survey on Farsi Transformer-based Retrival Question Answering.
    • Description 2. Working on NLP techniques tailored for the linguistic variations in the Kurdish language family, providing linguistic resources, multilingual models, and NLP pipelines to address essential tasks and facilitate cross-dialect communication within the Kurdish-speaking community.
  • Summer 2022
    Research Internship
    UCLouvain, Louvain-la-Neuve, Belgium
    • Description. The development and implementation of a multi-object tracking solution exploiting re-identification descriptors.
  • 2021
    Undergraduate Research Assistant
    Isfahan University of Technology, Isfahan, Iran
    • Description. The development on an open-source iris recognition system and making improvements in segmentation and feature encoding stages.

Open Source Projects

  • 2024
    TrackLab
    • A modular end-to-end tracking framework for research and development.

Honors and Awards

  • 2017
    • Ranked in top 1% in the National Entrance Exam for B.Sc. of Iran, among more than 148,000 students in the field of Mathematics and Physics
  • 2021
    • Ranked 7th among undergraduate students in Bachelor
    • Ranked 10th (top 0.05%) in the National Entrance Exam for M.Sc. degree in Computer Engineering
    • Ranked 5th at National Computer Engineering Olympiad
  • 2023
    • Participating as a part of organizer team of SoccerNet 2023 Challenges
    • Participating as reviewer in the peer review process for AUT Journal of Electrical Engineering
  • 2024
    • Participating as reviewer at CVsports workshop, CVPRW 2024.
    • Best paper award at International Conference on Machine Vision and Image Processing 2024.

Research Interests

  • Computer Vision
    • Computer Vision
    • Image/Video Processing
    • Machine Learning

Other Interests

  • Hobbies: Playing/Watching Football, Playing Guitar, Climbing.