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
-
2024-Present Research and Develop Position
AlgoNet Research, Tehran, Iran - Description 1. Developement of a novel relative positional encoding method for length extrapolation of LLMs in next token prediction task by learning context-aware biases.
- Description 2. Development of a comprehensive text detection and recognition system using multimodal VLMs for Persian document analysis.
-
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.
-
Summer 2022 Research Internship
UCLouvain, Louvain-la-Neuve, Belgium - Description. The development and implementation of a multi-object tracking solution exploiting re-identification descriptors.
Open Source Projects
-
2024 TrackLab
- A modular end-to-end tracking framework for research and development.
Honors and Awards
-
2024 - Participating as reviewer at CVsports workshop, CVPRW 2024.
- Best paper award at International Conference on Machine Vision and Image Processing 2024.
-
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
-
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
-
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
Research Interests
-
Computer Vision
- Computer Vision
- Image/Video Processing
- Machine Learning
Other Interests
- Hobbies: Playing/Watching Football, Playing Guitar, Climbing.